Class Notes
Annie
February 25, 2019
March 18, 2019
one sample t-test
x <- c(1,4,3,2,3,4,3,3,4,3,4,3) #create basic vector
t.test(x, mu = 2) #non-directional##
## One Sample t-test
##
## data: x
## t = 4.1682, df = 11, p-value = 0.001567
## alternative hypothesis: true mean is not equal to 2
## 95 percent confidence interval:
## 2.511287 3.655380
## sample estimates:
## mean of x
## 3.083333t.test (x, mu=2, alternative = "two.sided") #the default##
## One Sample t-test
##
## data: x
## t = 4.1682, df = 11, p-value = 0.001567
## alternative hypothesis: true mean is not equal to 2
## 95 percent confidence interval:
## 2.511287 3.655380
## sample estimates:
## mean of x
## 3.083333x <- c(1,4,3,2,3,4,3,2,3,4,3,4)
y <- c(3,2,5,4,3,2,3,2,1,2,2,3)
#non-directional
t.test(x, y, paired = TRUE) #to indicate paired t-test use code "paired=TRUE"##
## Paired t-test
##
## data: x and y
## t = 0.71528, df = 11, p-value = 0.4893
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.6923629 1.3590295
## sample estimates:
## mean of the differences
## 0.3333333The default t-test in R is a Welch’s t-test
x <- c(1,4,3,2,3,4,3,2,3,4,3,4)
y <- c(3,2,5,4,3,2,3,2,1,2,2,3)
t.test(x,y)##
## Welch Two Sample t-test
##
## data: x and y
## t = 0.8044, df = 21.7, p-value = 0.4299
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.5267443 1.1934110
## sample estimates:
## mean of x mean of y
## 3.000000 2.666667If you do not want a Welch t-test then add “var.equal=T”
x <- c(1,4,3,2,3,4,3,2,3,4,3,4)
y <- c(3,2,5,4,3,2,3,2,1,2,2,3)
t.test(x,y, var.equal = T)##
## Two Sample t-test
##
## data: x and y
## t = 0.8044, df = 22, p-value = 0.4298
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.5260542 1.1927208
## sample estimates:
## mean of x mean of y
## 3.000000 2.666667a<- replicate(10000,t.test(rnorm(10,0,1), rnorm(10,0,1))$p.value)
hist(a)
10000*.05## [1] 500a[a<.05] #how many of the values falls under the null? How does t behave under the distribution value?## [1] 2.983923e-03 4.342980e-02 4.547026e-02 2.302030e-02 3.411417e-02
## [6] 2.142796e-02 1.926561e-02 7.124818e-04 1.001339e-02 5.098431e-03
## [11] 4.238631e-02 3.715545e-02 2.805716e-02 1.093302e-02 4.536259e-02
## [16] 7.114566e-03 2.150408e-02 6.140906e-03 2.855473e-02 3.830343e-02
## [21] 2.094677e-02 1.583618e-02 4.443979e-02 3.996117e-02 5.140478e-03
## [26] 2.545729e-02 3.142340e-02 2.882949e-02 1.006907e-03 1.567372e-02
## [31] 2.259925e-02 2.859680e-02 1.642207e-02 1.654407e-02 3.702452e-02
## [36] 3.897287e-02 4.291634e-02 6.688551e-03 2.095726e-02 4.876495e-02
## [41] 2.516555e-02 3.827714e-02 1.601341e-02 4.342211e-02 8.001872e-03
## [46] 2.364329e-03 1.244296e-02 2.934116e-02 1.840257e-02 3.058434e-02
## [51] 4.313567e-02 3.249712e-03 1.564237e-02 3.852633e-03 8.254498e-03
## [56] 1.826257e-02 1.920515e-02 2.904660e-02 2.984562e-02 2.324313e-02
## [61] 3.395675e-02 4.307584e-02 3.237992e-02 4.856343e-02 1.002271e-03
## [66] 4.896365e-02 1.084551e-02 3.046926e-03 2.915728e-02 1.155570e-02
## [71] 2.989826e-02 4.689451e-02 1.199989e-02 1.826646e-02 1.134948e-02
## [76] 2.675311e-02 4.192160e-02 4.245788e-02 1.641154e-02 1.610822e-03
## [81] 1.790110e-02 2.826821e-02 2.284057e-02 3.878413e-02 1.395923e-02
## [86] 1.766101e-02 1.459964e-02 4.072064e-02 2.397786e-02 2.276971e-02
## [91] 7.738065e-03 2.924779e-02 4.500355e-02 2.995621e-02 8.945300e-04
## [96] 5.813313e-03 2.332641e-02 3.073032e-02 2.832364e-02 2.925563e-02
## [101] 4.560726e-02 2.016809e-02 4.511243e-02 3.251356e-02 3.640923e-02
## [106] 2.949851e-02 4.742636e-02 4.566181e-02 9.232970e-03 2.962584e-02
## [111] 7.568168e-04 2.234138e-02 3.539392e-02 4.511801e-02 1.948743e-02
## [116] 4.332646e-04 2.643554e-02 3.704056e-02 4.324229e-02 2.801721e-02
## [121] 1.185107e-03 4.079926e-02 1.829367e-02 5.425932e-03 3.544363e-02
## [126] 4.237145e-02 3.466437e-02 2.101157e-02 2.762950e-02 2.472047e-02
## [131] 1.515866e-02 4.813561e-03 2.293941e-02 3.616880e-02 1.601913e-02
## [136] 3.201820e-02 1.696412e-02 2.317175e-03 2.345365e-02 2.038006e-02
## [141] 3.907754e-02 4.156414e-03 3.564005e-02 2.323590e-02 8.856653e-04
## [146] 2.071456e-02 3.573027e-02 2.770595e-02 1.473367e-02 1.916392e-02
## [151] 4.263913e-02 6.820794e-03 1.326394e-03 3.167017e-02 1.986620e-02
## [156] 5.232695e-03 1.565169e-02 2.602782e-02 3.730892e-03 3.611898e-02
## [161] 2.432245e-02 2.835801e-02 1.318497e-02 2.948577e-02 2.861371e-02
## [166] 1.717574e-03 4.301472e-02 2.098606e-02 3.855052e-02 1.750951e-02
## [171] 3.661374e-02 4.781152e-02 8.074476e-03 1.148309e-02 4.778758e-02
## [176] 4.958111e-02 1.919272e-02 2.510554e-02 3.482475e-02 3.526979e-02
## [181] 2.327047e-02 2.563243e-02 4.625632e-03 1.765490e-03 2.618729e-02
## [186] 3.009418e-02 1.285126e-02 6.330931e-05 2.185215e-02 5.573176e-03
## [191] 2.008641e-02 4.187180e-02 1.752047e-02 7.314464e-03 2.256182e-02
## [196] 2.510741e-02 1.823732e-02 3.655506e-02 8.194593e-03 1.155264e-02
## [201] 2.059130e-02 3.642372e-02 4.219107e-02 6.317494e-03 4.174903e-02
## [206] 3.670904e-02 2.714631e-02 3.259186e-02 2.858434e-02 1.280138e-02
## [211] 2.791054e-02 4.151241e-02 3.168495e-02 3.843454e-02 1.758194e-02
## [216] 8.265853e-03 4.051176e-02 3.415649e-02 1.721390e-02 3.689330e-02
## [221] 3.372702e-02 2.472472e-02 7.122851e-03 2.674168e-02 4.536334e-02
## [226] 1.225546e-02 4.037144e-02 3.987058e-03 4.941310e-02 6.788383e-03
## [231] 1.932155e-02 2.061969e-02 3.570570e-02 1.050576e-02 4.800192e-02
## [236] 3.478717e-02 1.405367e-02 4.041895e-03 3.208887e-02 1.518421e-02
## [241] 4.393395e-02 1.289006e-02 3.187960e-02 1.487908e-02 4.789757e-02
## [246] 7.575823e-03 3.059319e-02 4.558257e-02 1.161511e-02 1.165575e-02
## [251] 4.559766e-02 5.028925e-03 2.340928e-02 2.186761e-02 3.284588e-02
## [256] 3.515063e-02 3.189180e-02 1.016585e-02 2.779578e-02 5.250159e-03
## [261] 2.645633e-02 1.259318e-02 2.736857e-02 2.168753e-02 4.466710e-02
## [266] 3.678883e-02 3.183790e-02 1.969155e-02 5.287958e-03 1.583877e-02
## [271] 4.521794e-02 4.110260e-02 3.556783e-03 3.837237e-02 4.112547e-02
## [276] 2.111140e-02 8.490589e-04 4.188100e-02 1.976808e-02 3.663148e-02
## [281] 2.161949e-03 7.679592e-03 4.426528e-02 1.386258e-02 1.355851e-02
## [286] 2.642146e-02 8.394542e-03 1.788037e-03 3.472281e-02 4.447444e-02
## [291] 1.230447e-02 6.259586e-03 1.117659e-02 1.897719e-03 1.922868e-02
## [296] 2.230946e-02 4.617996e-02 1.896636e-02 3.407829e-02 1.736459e-02
## [301] 2.208975e-02 2.962071e-03 2.655675e-02 2.424275e-02 4.005391e-02
## [306] 2.700886e-02 2.995418e-02 2.649736e-02 1.956925e-02 2.432068e-02
## [311] 4.304001e-02 4.286745e-02 1.566441e-02 3.335201e-03 4.886894e-02
## [316] 3.554350e-02 2.650111e-02 4.946886e-02 3.744033e-02 2.415697e-02
## [321] 1.461151e-02 3.739992e-02 1.777466e-02 4.656926e-02 2.814012e-02
## [326] 4.877054e-02 4.687188e-02 9.337456e-03 3.651238e-02 3.444408e-02
## [331] 1.511726e-02 5.863033e-03 2.578733e-02 1.283494e-02 2.806830e-02
## [336] 4.221271e-02 6.599235e-03 1.535611e-02 4.465710e-02 1.036720e-02
## [341] 2.705559e-02 4.188482e-02 1.530007e-02 3.871115e-02 4.254863e-02
## [346] 5.784078e-03 1.983257e-02 4.660146e-02 2.998050e-02 3.865615e-02
## [351] 8.423629e-03 4.613387e-02 2.199488e-02 4.777074e-02 1.530108e-02
## [356] 1.881261e-02 1.628955e-02 3.377809e-02 3.219914e-02 2.554905e-02
## [361] 2.246468e-03 8.955870e-03 1.148296e-02 4.921248e-02 2.794741e-02
## [366] 7.916134e-03 4.828385e-02 2.632646e-02 1.562025e-02 3.070981e-02
## [371] 4.070224e-02 1.016009e-02 3.159455e-02 3.811068e-02 4.094777e-02
## [376] 4.899532e-02 4.953701e-02 4.541059e-02 2.049601e-02 1.241551e-02
## [381] 1.776507e-02 4.876017e-03 3.497055e-02 1.794541e-02 3.253487e-02
## [386] 8.031979e-03 3.791789e-02 4.986915e-02 4.494726e-03 4.667289e-02
## [391] 4.037160e-02 3.449849e-03 3.337045e-02 2.644934e-02 4.362828e-02
## [396] 3.902899e-03 2.944594e-02 4.721695e-02 3.322738e-02 5.728625e-04
## [401] 6.569124e-03 4.746654e-02 6.532549e-03 5.520066e-03 1.917799e-02
## [406] 5.739798e-03 4.609762e-02 4.442591e-02 1.958952e-02 2.415884e-02
## [411] 2.895040e-02 4.476863e-03 1.236232e-02 2.957020e-02 3.817301e-02
## [416] 2.928197e-03 2.696402e-02 7.491522e-03 4.694370e-02 2.383397e-02
## [421] 8.520945e-03 4.363440e-02 9.315336e-03 1.582229e-02 3.178377e-02
## [426] 3.390837e-02 2.089318e-02 3.842852e-02 3.973722e-03 8.755246e-03
## [431] 3.994770e-02 4.482685e-03 3.148629e-02 4.957406e-02 2.463691e-02
## [436] 2.810457e-02 1.158208e-02 1.829481e-02 4.057173e-02 2.720354e-02
## [441] 4.795759e-02 2.825088e-02 1.950890e-02 3.512030e-02 3.777630e-02
## [446] 3.522278e-02 9.849205e-03 1.595694e-02 2.513661e-02 3.765944e-02
## [451] 2.719770e-02 4.765694e-02 8.322112e-03 4.216525e-02 1.540882e-02
## [456] 1.997807e-02 3.597892e-02 4.488694e-02 3.702203e-02 4.585906e-02
## [461] 8.102695e-03 4.159888e-02 2.871852e-03 4.989046e-02 1.480427e-02
## [466] 2.686524e-02 2.499978e-02 4.539617e-02 3.541371e-02 1.462923e-02
## [471] 1.902280e-02 1.941630e-02 3.041252e-02 3.576014e-02 1.302807e-02
## [476] 1.914793e-03 2.433483e-02 1.801046e-02 8.113731e-03 1.126429e-02
## [481] 1.846677e-02 3.916021e-02 2.092656e-02 2.208004e-02 1.657426e-02
## [486] 4.426470e-02 2.134677e-02 1.085447e-02 2.906465e-02length(a[a<.05])## [1] 489Use can use report_t(t_results) to print out results underneath the vector data
ANOVA
factor1 <- rep(c("A","B","C"),each=5)
DV <- rnorm(n=15,mean=0,sd=1)
all_data<-data.frame(DV,factor1)
aov_out <- aov(DV~factor1, all_data) #run the ANOVA, be mindful of DV~factor1
summary(aov_out) #details of ANOVA are in aov_out and then summary(aov_out) prints an F-table## Df Sum Sq Mean Sq F value Pr(>F)
## factor1 2 2.663 1.3317 1.398 0.285
## Residuals 12 11.431 0.9526library(xtable) #kable xtable printing, makes the F table look more standard## Warning: package 'xtable' was built under R version 3.5.3knitr::kable(xtable(summary(aov_out))) #used for formatting of the table, kable | Df | Sum Sq | Mean Sq | F value | Pr(>F) | |
|---|---|---|---|---|---|
| factor1 | 2 | 2.663476 | 1.3317382 | 1.397994 | 0.2845926 |
| Residuals | 12 | 11.431277 | 0.9526064 | NA | NA |
For a between-subjects 2 factor ANOVA
- run ANOVA aov_out<-(DV~Factor1*Factor2, all_data)
- compile summary summary(aov_out) ======= February 25, 2019
Data-frames
Getting data into R somehow (in various formats). The first goal is to get the data into a “data-frame format”
What is a data-frame?
It is a table, like a spreadsheet–it has rows and columns
a<-data.frame()
First independenty create the columns desired:
Names <- c("Peter", "Paul", "Mary")
Ages <- c(1000, 1200, 100)
Gender <-c("M", "M", "F")
my_df <- data.frame(Names,
Ages,
Gender)To view the table that you created, click on the corrosponding play button in the global environment
You must have the same number of columns and rows for all data SO if you are missing some information then you must add an “NA” where data or labels are missing.
Names <- c("Peter", "Paul", "Mary", NA)
Ages <- c(1000, 1200, 100, 50)
Gender <-c("M", "M", "F", NA)
my_df <- data.frame(Names,
Ages,
Gender)Data must be organized in a table in long form…
You can identify the columns of your graph by typing my_df$Names (type $ to pull up all columns)
Let’s say you don’t like the category your variable falls into (example: names are a factor and you want to change the category)
Then do my_df<-as.character(my_df$Names)
a <- c(1,2,3,2,3,4,5,4)
b <- c(4,3,4,3,2,1,2,3)
plot_df <- data.frame(a,b)
ggplot(plot_df, aes(x=a,y=b))+
geom_point()## Error in ggplot(plot_df, aes(x = a, y = b)): could not find function "ggplot"In order to use ggplot2, you must click it on in the side window. Search for the package and click it on before using it.
ggplot(plot_df, aes(x=a,y=b))+
geom_point()## Error in ggplot(plot_df, aes(x = a, y = b)): could not find function "ggplot"ggplot(plot_df, aes(x=a,y=b))+
geom_point(size=2)+ #you can change the parameters
geom_smooth(method=lm)+
coord_cartesian(xlim=c(0,7),ylim=c(0,10))+ #this is where you change the limits of th graph
xlab("x-axis label")+ #you can edit the names of the axis, or title etc
ylab("y-axis label")+
ggtitle("I made a scatterplot")+
theme_classic(base_size=12)+ #base size is the size of the font
theme(plot.title = element_text(hjust = 0.5))## Error in ggplot(plot_df, aes(x = a, y = b)): could not find function "ggplot"Be careful, the font size stays the size it is set at even if the overall graph is shrunken.
library(ggplot2)## Warning: package 'ggplot2' was built under R version 3.5.3factor_one <- as.factor(c("A","B","C"))
dv_means <- c(20,30,40)
dv_SEs <- c(4,3.4,4)
plot_df <- data.frame(factor_one,
dv_means,
dv_SEs)
# basic bar graph
ggplot(plot_df, aes(x=factor_one,y=dv_means))+
geom_bar(stat="identity") #this means list the data as is-other commands can alter data
The geom_bar command is what creates the bars in the graph Step one: create the set up of x and y Step two: fill in the details of each variable Step three: type in command
If you want to add error bars to your graph, you must define your parameters or else it will not magically create it (must define the minimum and maximum)
library(ggplot2)
ggplot(plot_df, aes(x=factor_one,y=dv_means))+
geom_bar(stat="identity")+
geom_errorbar(aes(ymin=dv_means-dv_SEs,
ymax=dv_means+dv_SEs),
width=.2)+
coord_cartesian(ylim=c(0,100))+
xlab("x-axis label")+
ylab("y-axis label")+
ggtitle("I made a bar graph")+
theme_classic(base_size=12)+
theme(plot.title = element_text(hjust = 0.5))
How about a graph with 6 total conditions
library(ggplot2)
factor_one <- rep(as.factor(c("A","B","C")),2) #use rep to repeat and then ,# of times you want it to repeat
factor_two <- rep(as.factor(c("IIA","IIB")),3)
dv_means <- c(20,30,40,20,40,40)
dv_SEs <- c(4,3.4,4,3,2,4)
plot_df <- data.frame(factor_one,
factor_two,
dv_means,
dv_SEs)
# basic bar graph
ggplot(plot_df, aes(x=factor_one,y=dv_means,
group=factor_two, #by adding group factor then you can combine 2 factors
color=factor_two,
fill=factor_two))+ #color factor refers to the border color and fill refers to entire color of the bar
geom_bar(stat="identity", position="dodge") #position=dodge makes it side by side bars, without it the bars will be stacked 
library(ggplot2)
ggplot(plot_df, aes(x=factor_one,y=dv_means,
group=factor_two,
color=factor_two,
fill=factor_two))+
geom_bar(stat="identity", position="dodge")+
geom_errorbar(aes(ymin=dv_means-dv_SEs,
ymax=dv_means+dv_SEs),
position=position_dodge(width=0.9), #the position=position-dodge makes the error bars go in the correct place
width=.2,
color="black")+
coord_cartesian(ylim=c(0,100))+
xlab("x-axis label")+
ylab("y-axis label")+
ggtitle("Bar graph 2 factors")+
theme_classic(base_size=12)+
theme(plot.title = element_text(hjust = 0.5))
Use facet_wrap(tilde...) to break data into two graphs
Examplelibrary(ggplot2)
Names <- rep(c("Dara", "Azalea", "Barbi", "Rowena", "Fiona"),each=2)
MF <- rnorm(10, 45, 25)
Condition <- rep(c("Social", "Nonsocial"), 5)
Aversity <- rep(c("A", "N_A"), times=c(4,6))
plot_df <- data.frame (Names, MF, Condition, Aversity)
ggplot(plot_df, aes(x=Condition, y=MF, group=Names,
linetype=Aversity))+ #linetype function must be in the aesthetic definitions
geom_line()+
geom_text(label=Names)+
theme_classic()
March 11, 2019
library(dplyr)
df <- starwars Correlataion
#create a sampling distribution for correlations we can get in a specific situation
cor(rnorm(100,0,1),rnorm(100,0,1))#use cor function to correlate two sets## [1] 0.04156801replicate(10000,cor(rnorm(100,0,1),rnorm(100,0,1)))## [1] -6.699755e-02 -6.295896e-02 -1.102773e-01 1.183727e-01
## [5] 1.607885e-01 -1.269359e-01 -1.285203e-01 -2.120942e-01
## [9] -2.726143e-02 2.471292e-02 -4.498376e-02 6.388062e-02
## [13] 2.171769e-02 -2.338409e-02 -1.553037e-01 -1.704957e-01
## [17] 5.981156e-02 -5.899671e-02 -2.042461e-02 -2.648133e-03
## [21] -9.245624e-02 4.693664e-02 7.706501e-02 9.319238e-02
## [25] 3.252155e-02 -1.169276e-01 7.280480e-02 -2.611715e-01
## [29] -2.072954e-01 -1.038279e-01 2.504699e-02 4.620752e-02
## [33] 6.073600e-02 -1.329283e-01 -9.847298e-02 -1.570206e-01
## [37] 6.061846e-02 1.485828e-01 -5.735050e-02 -1.029596e-01
## [41] 1.123352e-01 -8.607730e-02 1.138219e-01 7.835604e-02
## [45] -1.561353e-01 9.678249e-02 2.302665e-01 1.066418e-02
## [49] -5.055141e-02 6.131567e-02 1.310792e-01 -9.333270e-02
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## [61] 8.818029e-03 5.859725e-02 2.026292e-01 5.710851e-02
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## [225] -1.080192e-01 9.904221e-02 1.666055e-01 5.769759e-02
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## [261] -1.579314e-03 -3.711220e-02 -1.538669e-02 1.516728e-01
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## [273] -5.628004e-03 5.690298e-03 1.807034e-02 1.078190e-02
## [277] -9.295651e-02 6.631632e-02 9.194534e-03 1.002027e-01
## [281] -2.053517e-03 -2.193725e-03 1.231680e-01 6.176078e-02
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## [289] -2.511788e-02 4.772324e-02 -1.887024e-02 -3.113847e-02
## [293] 7.350134e-02 1.799538e-01 -1.477622e-02 1.669935e-01
## [297] 7.952690e-02 -7.766985e-02 4.418184e-02 -4.860975e-02
## [301] 1.238845e-02 -2.977681e-03 4.595140e-02 2.084048e-02
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## [309] 1.006069e-01 -4.007582e-02 2.057807e-01 1.244215e-02
## [313] -8.191295e-02 8.766651e-02 2.186952e-02 1.931209e-02
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## [321] -1.302113e-01 -5.672535e-02 8.913006e-02 -4.768455e-02
## [325] -4.709163e-02 1.649806e-02 4.190245e-03 1.581478e-02
## [329] 3.614556e-02 1.070013e-01 -2.058648e-01 5.451083e-02
## [333] -4.171120e-02 -1.291623e-01 -5.541643e-02 3.624748e-02
## [337] -1.231807e-02 8.329584e-03 3.004696e-02 -1.795982e-01
## [341] 1.640134e-01 -9.245474e-02 -6.787222e-02 5.175327e-02
## [345] 1.087214e-03 5.727071e-02 3.417792e-02 1.332924e-01
## [349] -1.717385e-01 1.265059e-01 -3.879765e-02 3.461303e-02
## [353] -4.314712e-02 -1.088928e-01 -1.088073e-04 -2.147772e-03
## [357] -4.549824e-02 -7.464446e-02 -6.557914e-02 -6.846208e-02
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## [365] -9.191734e-02 -1.150602e-01 -5.502472e-02 -2.139120e-02
## [369] -6.179149e-02 -6.884224e-02 -1.430814e-02 2.666328e-02
## [373] 2.702118e-02 3.592358e-04 -1.950044e-03 5.680796e-02
## [377] 7.925258e-02 -2.940742e-01 6.173860e-02 -1.549452e-02
## [381] -5.833483e-02 1.472017e-01 3.484608e-02 -7.636268e-02
## [385] -1.795005e-02 2.867437e-02 -1.034021e-01 -1.865961e-02
## [389] 7.455423e-02 -1.783271e-01 5.681584e-02 -6.104043e-02
## [393] 1.059448e-01 4.850940e-03 -4.546934e-02 3.905802e-02
## [397] 5.914791e-03 1.549147e-03 -4.059049e-02 5.116607e-02
## [401] -6.466340e-02 -9.310450e-02 2.750635e-02 5.568906e-02
## [405] 5.126296e-02 -3.427154e-02 -1.172589e-01 2.461588e-03
## [409] -1.112919e-01 7.874935e-02 -2.928566e-02 -1.015893e-01
## [413] 1.452683e-01 9.669583e-02 -5.301251e-02 2.875658e-02
## [417] -1.818705e-01 2.020609e-02 -3.272588e-02 5.926512e-02
## [421] -1.197510e-01 -1.520989e-02 -6.366066e-02 1.227071e-01
## [425] 1.444900e-01 -1.180162e-01 -1.342667e-01 7.758043e-02
## [429] -6.295841e-02 -8.452949e-02 4.818129e-02 -2.686206e-02
## [433] -1.264946e-01 -1.371145e-02 1.520522e-01 -4.416016e-02
## [437] -9.958613e-02 -1.126177e-01 1.161550e-01 7.142909e-02
## [441] -5.908761e-02 -2.877216e-02 -3.078684e-02 -1.803868e-01
## [445] -6.167820e-02 -5.120464e-02 -2.070925e-02 -2.784709e-02
## [449] 4.173502e-02 1.669545e-01 1.980238e-03 -3.197415e-02
## [453] 7.753288e-02 1.495927e-02 1.822953e-01 -1.165843e-02
## [457] 2.963380e-02 -1.306133e-01 -1.620181e-02 1.076580e-01
## [461] -2.438500e-02 3.279801e-02 -5.206417e-02 -9.599124e-02
## [465] -9.744321e-02 6.284578e-02 4.869277e-02 -9.741038e-02
## [469] 3.363917e-02 -1.885589e-01 1.406335e-02 -9.605642e-03
## [473] -1.851961e-02 -3.594888e-03 9.468385e-02 -1.563329e-01
## [477] 7.731159e-02 -8.544390e-03 2.771286e-02 1.064679e-01
## [481] -5.300972e-02 1.378908e-01 -1.227718e-01 -1.482209e-02
## [485] 9.752907e-02 1.822731e-02 -4.084887e-02 -8.073770e-02
## [489] -1.829014e-01 5.986005e-02 2.254978e-02 -1.699838e-01
## [493] 6.775870e-02 -1.802916e-02 5.907598e-02 6.557328e-02
## [497] -6.856272e-02 -6.272150e-02 1.781941e-02 4.779945e-02
## [501] -3.685121e-02 6.948429e-02 2.621237e-01 -2.639107e-02
## [505] -1.092709e-01 -3.542649e-02 -4.367223e-02 -3.394280e-03
## [509] 1.704023e-01 -1.930252e-01 -8.796821e-02 4.719544e-02
## [513] 2.782446e-02 1.230332e-01 2.518650e-02 7.363923e-02
## [517] 6.555649e-02 -6.887842e-02 6.000577e-02 1.089415e-01
## [521] -6.871296e-02 -4.798693e-02 1.543249e-01 4.030631e-02
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## [529] -2.275589e-02 -9.972562e-02 -4.220778e-02 1.002942e-01
## [533] 6.475491e-02 1.316955e-01 -7.162500e-02 2.056226e-02
## [537] -3.583447e-02 -3.196259e-02 1.137123e-01 -6.114387e-02
## [541] -3.274182e-02 -8.638059e-02 4.030621e-02 -4.390551e-02
## [545] -3.373013e-03 -2.556452e-02 -6.706686e-02 3.266867e-02
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## [553] -9.555385e-03 4.850398e-02 -6.954113e-03 -1.784360e-01
## [557] -1.283246e-01 -2.211204e-02 5.135954e-03 8.066326e-02
## [561] -6.513242e-02 -1.535173e-01 1.475266e-01 -1.044977e-01
## [565] -7.908272e-02 -1.650861e-01 8.273511e-02 4.853506e-02
## [569] 6.443316e-02 9.784512e-02 9.933181e-02 3.669269e-02
## [573] 5.053523e-02 2.611421e-02 -2.553574e-02 1.503719e-01
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## [581] -1.215145e-01 -1.959168e-02 -6.427165e-02 -1.703218e-01
## [585] -8.741900e-02 -6.026965e-02 5.385408e-02 6.625628e-02
## [589] -5.324197e-02 -1.250430e-01 -4.001557e-02 -1.513447e-02
## [593] 1.689289e-01 1.281916e-01 -1.556651e-01 1.381177e-01
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## [601] -4.356934e-02 6.116035e-02 2.431705e-01 -4.260999e-02
## [605] -6.680757e-03 -7.836719e-02 -5.616389e-02 -4.630683e-02
## [609] 4.197353e-02 5.063414e-02 2.280304e-02 1.474488e-01
## [613] -1.237997e-01 -1.968669e-02 -2.803950e-02 1.059564e-01
## [617] -6.079759e-02 6.694988e-02 2.154327e-01 8.980028e-02
## [621] -8.695660e-02 1.009943e-01 8.851634e-03 2.211931e-01
## [625] 4.887199e-02 -1.697417e-01 -5.085452e-02 1.605134e-01
## [629] -5.535291e-02 1.883621e-02 6.586365e-02 8.423600e-03
## [633] 7.593818e-02 7.776299e-03 1.438500e-01 3.279547e-02
## [637] -7.994221e-02 -3.644490e-02 -6.999269e-02 -3.275138e-02
## [641] 7.077173e-02 3.681407e-02 3.002218e-02 8.450684e-03
## [645] -2.964699e-01 -3.805217e-02 1.798855e-02 3.309836e-02
## [649] -6.365708e-02 6.035604e-02 -1.851016e-02 -3.423905e-02
## [653] 2.008384e-02 -9.118734e-02 -8.968268e-02 -3.578079e-02
## [657] -6.959729e-02 4.482349e-03 -1.070705e-01 -6.822991e-02
## [661] -4.939010e-03 -4.912597e-02 2.457892e-03 -1.297870e-01
## [665] 8.707922e-02 8.660877e-02 -4.014696e-02 1.195681e-01
## [669] -2.357802e-03 -3.148652e-02 -4.720321e-02 4.532951e-02
## [673] 7.166520e-02 -2.951583e-02 1.151494e-01 3.395140e-02
## [677] -6.367021e-02 -1.121086e-01 -2.027104e-01 4.704869e-03
## [681] -4.150041e-02 -1.547798e-01 -6.506619e-02 -1.688216e-01
## [685] -2.155939e-01 6.213966e-03 -2.250672e-01 7.633804e-02
## [689] 7.122168e-02 1.104833e-01 4.670487e-02 -8.959476e-02
## [693] 3.285898e-02 -5.676514e-03 1.107693e-01 9.511557e-02
## [697] 1.875023e-01 4.213694e-02 4.755699e-02 8.464452e-02
## [701] 7.186064e-02 -1.391843e-01 -1.275534e-01 -4.370340e-02
## [705] -1.861152e-01 -3.183782e-02 7.763257e-02 -1.652891e-01
## [709] 1.143426e-01 2.034335e-01 -3.901056e-02 -8.831275e-02
## [713] 7.207387e-02 4.707967e-02 1.591203e-02 2.625205e-02
## [717] -3.679227e-03 8.398116e-02 -8.636068e-02 7.467426e-02
## [721] -2.448335e-02 5.722235e-02 -1.696977e-01 3.742215e-02
## [725] 3.027825e-02 8.781539e-02 -1.917279e-02 -8.153443e-02
## [729] -5.320343e-02 -9.121856e-03 -1.827942e-01 -6.738716e-03
## [733] -1.137268e-01 -5.030009e-02 7.353990e-03 -9.758764e-02
## [737] -1.198366e-01 1.875083e-02 -5.083172e-02 7.297309e-02
## [741] -2.823358e-01 -5.598280e-02 2.156819e-01 -1.442263e-01
## [745] -9.458456e-02 -9.332458e-02 3.339340e-02 -2.892863e-02
## [749] 9.355579e-02 1.146387e-01 1.314329e-01 1.041304e-01
## [753] -1.043867e-01 1.481643e-01 3.618361e-02 4.775170e-03
## [757] -2.812834e-02 4.810668e-02 1.404039e-01 -1.030796e-01
## [761] -1.264186e-02 2.161660e-01 -1.042069e-01 -7.320175e-02
## [765] -8.484243e-04 1.413205e-01 -2.903050e-02 -8.789099e-03
## [769] -3.163320e-02 2.200837e-01 -1.467521e-01 5.053815e-03
## [773] 9.855068e-02 -5.270416e-02 9.851040e-02 -1.184692e-01
## [777] -5.176336e-02 -5.838939e-02 9.552056e-02 6.423903e-02
## [781] -6.517216e-02 -1.433907e-01 2.896414e-02 5.700170e-02
## [785] -4.472962e-02 1.152017e-01 3.266762e-02 2.856413e-02
## [789] -1.985779e-01 1.193038e-01 1.374142e-01 1.377858e-01
## [793] 1.401235e-01 -1.581217e-01 1.187263e-01 -1.088899e-01
## [797] 1.216618e-01 -3.363391e-02 1.809096e-02 -3.344424e-04
## [801] 7.111047e-02 -6.615123e-02 4.487134e-02 -1.105937e-02
## [805] -5.339224e-02 9.140495e-02 1.103567e-01 -1.708370e-01
## [809] 4.569368e-02 1.738615e-01 5.752545e-03 -3.581687e-02
## [813] -1.325202e-01 4.116678e-02 1.728264e-02 -2.272265e-01
## [817] 4.598532e-02 3.065311e-03 -2.193950e-01 4.051979e-02
## [821] 5.708585e-02 -1.347863e-02 -9.504843e-03 2.078581e-01
## [825] 2.238504e-02 3.797075e-02 -4.344288e-02 2.027827e-01
## [829] 3.264549e-02 -7.844511e-02 -5.613331e-03 2.521496e-02
## [833] 5.420097e-02 2.925966e-02 2.602472e-02 5.123663e-02
## [837] 8.194793e-02 1.008715e-02 -5.679788e-02 -3.036715e-02
## [841] -4.232421e-02 5.132890e-03 1.316088e-01 1.599651e-01
## [845] 1.565920e-01 8.600217e-03 8.328534e-02 9.794913e-02
## [849] 6.288667e-02 1.157809e-01 -7.580834e-02 1.209721e-01
## [853] -2.532733e-02 -9.232017e-02 -1.464287e-01 3.944706e-02
## [857] -3.934750e-02 -1.191834e-01 2.336233e-01 7.114632e-02
## [861] -2.542407e-02 1.793410e-01 1.570719e-01 -1.817172e-01
## [865] 1.170047e-01 1.212972e-02 5.211758e-03 -2.089966e-02
## [869] -4.540997e-02 -4.973532e-02 8.715326e-02 -1.519310e-01
## [873] -6.306547e-02 4.501833e-02 5.744064e-02 -3.475467e-02
## [877] 2.205234e-01 3.909263e-02 -9.504646e-02 2.023486e-02
## [881] -3.985540e-02 5.210391e-02 -5.705226e-02 -3.086569e-02
## [885] 1.418407e-01 -9.178728e-03 -1.679674e-01 -4.077403e-02
## [889] 5.654642e-02 -4.784127e-03 -1.134189e-01 -6.110849e-02
## [893] 1.001870e-01 -2.760728e-02 -3.044718e-02 2.048940e-01
## [897] -6.240266e-02 -4.039238e-03 -7.889018e-02 -1.042998e-01
## [901] -8.084621e-02 1.173086e-01 -1.168635e-01 -2.526187e-02
## [905] 1.045085e-01 -8.546534e-02 -5.143779e-02 -6.587452e-02
## [909] 2.691130e-01 6.066072e-02 5.522458e-02 -5.938971e-02
## [913] -9.922454e-02 -3.812785e-02 -1.236083e-01 2.370636e-02
## [917] -1.254644e-01 5.802594e-02 -6.885432e-02 9.680488e-02
## [921] -1.545734e-01 1.022029e-01 -8.631109e-02 -2.182255e-01
## [925] 4.963348e-02 -2.515328e-01 3.554435e-02 5.848295e-02
## [929] -1.000441e-01 -8.483180e-02 6.385530e-02 -8.191358e-02
## [933] 1.385907e-01 -1.529031e-01 5.714443e-02 1.383432e-01
## [937] -2.534656e-02 -4.324188e-03 1.149270e-01 1.917120e-02
## [941] -9.459880e-02 -1.703470e-01 4.212727e-02 1.914215e-02
## [945] 4.317511e-02 -1.493070e-01 1.321852e-01 -2.215101e-01
## [949] -6.514129e-02 -2.178791e-02 1.280710e-01 -6.218201e-03
## [953] -5.826979e-03 2.180508e-02 -8.141517e-04 -3.118271e-02
## [957] 7.845049e-03 1.493752e-01 -3.335413e-01 -3.529669e-02
## [961] -4.443327e-02 -1.446624e-01 1.083000e-02 4.033442e-02
## [965] 1.014458e-02 7.592719e-02 1.648885e-01 1.174665e-01
## [969] -1.563238e-01 -5.400143e-02 1.821278e-01 5.085837e-02
## [973] 7.788036e-02 1.053690e-01 -1.644363e-01 -4.866366e-02
## [977] 7.858895e-02 -1.301200e-01 3.378386e-03 -1.064410e-01
## [981] -1.386218e-01 1.225346e-01 1.713932e-01 -1.558742e-01
## [985] 1.209344e-01 6.328290e-02 -9.184392e-02 2.984631e-02
## [989] 3.818734e-02 1.891536e-02 1.045293e-01 -2.307747e-02
## [993] -1.917764e-02 -1.324264e-01 5.984542e-02 -1.945547e-02
## [997] -1.428681e-01 -1.619109e-02 -1.479152e-01 -1.158690e-01
## [1001] 2.887190e-02 -2.750767e-02 -2.991664e-02 7.330464e-02
## [1005] 1.538383e-01 -4.762669e-02 -6.123577e-02 8.717746e-02
## [1009] -5.799315e-02 1.228563e-01 1.132990e-01 -2.579415e-02
## [1013] 2.683222e-02 2.315768e-01 6.734468e-02 6.019067e-02
## [1017] 4.013218e-02 -3.408449e-02 -3.655211e-02 -3.760463e-02
## [1021] 2.611333e-02 -7.148426e-02 7.844378e-02 7.503132e-02
## [1025] 1.290501e-01 8.280042e-02 8.162576e-02 -5.989989e-02
## [1029] -1.347111e-01 -5.680246e-02 -2.734201e-02 8.637013e-02
## [1033] 8.915455e-04 -8.292541e-02 -2.245504e-02 5.464500e-02
## [1037] -4.974773e-02 -4.338596e-02 7.314724e-02 -1.077258e-01
## [1041] 7.643367e-04 -1.586669e-01 -9.323947e-02 7.130351e-02
## [1045] 1.285910e-01 -8.086912e-03 1.890485e-01 2.360009e-02
## [1049] -1.354525e-01 5.808293e-02 7.193825e-02 -4.085781e-02
## [1053] 2.074555e-02 -4.275201e-02 9.954525e-03 -1.576833e-01
## [1057] -4.750461e-02 -1.008622e-01 2.248614e-01 1.447358e-01
## [1061] 5.521898e-02 -2.207411e-02 6.456895e-02 1.039943e-01
## [1065] 4.698238e-02 4.518718e-02 3.286072e-02 -1.207579e-01
## [1069] -7.652755e-02 -2.687452e-02 -1.337929e-01 3.793654e-02
## [1073] -2.752107e-02 -1.216083e-01 7.365646e-02 -9.574992e-02
## [1077] 1.696464e-01 7.399127e-02 9.158049e-02 -1.007000e-01
## [1081] -4.573376e-02 -1.019934e-01 1.030664e-01 -1.016650e-01
## [1085] -6.358524e-02 6.452851e-02 1.223709e-01 8.468124e-02
## [1089] 7.055216e-02 -4.385974e-02 -1.447585e-01 6.186880e-02
## [1093] 3.557684e-02 4.154513e-02 9.762822e-02 -2.414598e-01
## [1097] -3.266796e-03 -1.587897e-01 5.009802e-02 7.579405e-02
## [1101] -5.121084e-02 -1.641943e-02 6.699303e-02 1.794751e-01
## [1105] -2.453606e-01 -1.326903e-01 -4.666331e-02 1.703486e-01
## [1109] -4.954621e-02 1.444886e-02 5.585311e-02 1.536720e-01
## [1113] -3.189040e-02 2.052964e-01 -6.955074e-02 -1.056617e-01
## [1117] 1.369925e-01 3.461165e-02 1.574187e-02 -1.159644e-01
## [1121] -1.594593e-02 3.139392e-02 -4.891319e-02 1.391383e-01
## [1125] -2.423580e-01 -1.536994e-01 -2.376406e-01 -3.206128e-02
## [1129] 5.850790e-02 -3.807417e-02 -9.772235e-02 1.483036e-01
## [1133] -7.351243e-02 4.999673e-02 4.255856e-02 -8.340273e-02
## [1137] -2.680368e-02 2.855065e-01 -1.367277e-02 9.751530e-03
## [1141] 1.262131e-02 -6.803781e-02 7.243559e-02 -3.871281e-02
## [1145] 1.253697e-01 -4.023843e-02 -1.534066e-01 4.355894e-03
## [1149] 4.318996e-02 -8.011546e-02 -2.258671e-03 1.463225e-01
## [1153] -5.772538e-02 4.090034e-02 -8.653852e-02 1.300755e-02
## [1157] -1.632079e-01 -2.805458e-02 -1.005117e-01 -1.974816e-02
## [1161] -2.253552e-02 -7.149286e-03 -1.429960e-01 -2.377821e-03
## [1165] 1.160588e-01 1.255293e-02 -1.359041e-01 1.338397e-01
## [1169] 7.975698e-02 1.025491e-01 8.491009e-02 9.074094e-02
## [1173] -1.714258e-02 -3.026636e-02 2.495655e-01 -3.063621e-02
## [1177] -8.885061e-02 -1.991865e-02 -1.798027e-01 1.780268e-01
## [1181] -6.788525e-02 -2.041022e-01 3.481252e-02 -1.166480e-02
## [1185] -4.966970e-02 -9.409129e-02 -7.566563e-02 6.408924e-02
## [1189] -1.111523e-01 -4.184258e-03 -1.447063e-01 -3.607556e-02
## [1193] -2.515519e-02 9.460973e-02 2.020840e-01 4.622409e-02
## [1197] 2.131173e-02 -4.616493e-02 -4.142272e-03 -1.608155e-02
## [1201] 8.425315e-02 9.582710e-02 -6.295219e-02 -1.233976e-01
## [1205] -6.584484e-02 3.668274e-02 1.181025e-01 -1.813707e-01
## [1209] -5.749515e-02 -9.068097e-02 3.528279e-02 -8.703554e-02
## [1213] 3.155775e-02 2.603351e-02 1.653663e-01 -8.022613e-02
## [1217] -2.773953e-02 1.451487e-01 1.325445e-01 -6.389547e-02
## [1221] 1.408401e-01 2.012089e-01 -1.552596e-01 -1.234807e-02
## [1225] 1.066539e-01 2.064988e-02 1.338157e-02 1.689529e-01
## [1229] -1.219841e-01 -1.672076e-01 -1.250259e-01 -2.963995e-02
## [1233] 1.918209e-01 5.202382e-02 1.348688e-02 1.546596e-02
## [1237] -5.136905e-02 3.431746e-02 -5.185235e-02 9.030747e-02
## [1241] 9.124327e-02 5.547093e-02 -1.392042e-01 -7.935502e-02
## [1245] 2.452610e-02 -7.488001e-02 -6.770457e-02 -2.419325e-02
## [1249] -8.046079e-02 -9.047775e-02 1.207094e-01 -6.081732e-02
## [1253] -1.584625e-01 -2.076007e-02 4.047582e-02 3.590019e-02
## [1257] -2.271507e-02 3.284911e-03 -3.035586e-02 9.711319e-02
## [1261] 5.542864e-02 -5.995564e-02 -1.060849e-02 -1.074570e-01
## [1265] -1.476768e-01 7.033719e-02 1.892541e-02 6.035599e-02
## [1269] -1.187022e-01 2.388899e-02 -1.649937e-02 9.469691e-02
## [1273] -2.426558e-01 7.095159e-02 8.892333e-02 1.054087e-02
## [1277] -5.780454e-02 -6.825820e-02 -7.335766e-02 -7.250400e-02
## [1281] -1.796354e-01 1.004091e-01 -4.957614e-03 1.104662e-01
## [1285] -7.307385e-02 -1.466067e-01 -1.988211e-01 -6.304692e-02
## [1289] 1.377312e-01 -7.753083e-03 -3.661678e-02 1.757473e-02
## [1293] -4.191195e-03 3.730245e-02 6.915261e-02 -5.990560e-02
## [1297] -9.500073e-02 -1.661505e-01 8.946997e-02 3.678375e-02
## [1301] 6.956748e-02 1.361212e-01 -1.157077e-01 1.109039e-01
## [1305] -1.252468e-01 6.725045e-02 -1.574550e-01 5.291111e-02
## [1309] 2.007610e-01 2.459502e-01 7.841582e-02 1.695235e-01
## [1313] -2.879924e-01 -1.388107e-01 7.320844e-02 -1.137358e-01
## [1317] -6.455889e-02 -1.283911e-01 -1.698977e-01 -1.339126e-01
## [1321] -9.640160e-02 1.341422e-01 1.042446e-01 -4.114612e-02
## [1325] 3.043478e-02 -5.937705e-02 1.924901e-01 -2.373793e-01
## [1329] 7.167565e-03 1.153738e-01 -7.775421e-02 -1.727521e-02
## [1333] -1.229454e-01 -2.104350e-01 -4.557728e-02 -6.257097e-02
## [1337] 1.546652e-01 6.858975e-02 -4.172470e-02 -1.324540e-01
## [1341] -3.911261e-02 1.446011e-01 -5.985157e-02 -1.777647e-02
## [1345] -1.261465e-01 -1.105659e-01 2.142470e-01 8.126982e-02
## [1349] 4.360131e-02 -3.350463e-02 2.304814e-01 -1.951153e-01
## [1353] 1.967351e-01 7.962168e-02 -2.091953e-01 -1.683012e-03
## [1357] 2.237286e-02 -1.378352e-01 7.841198e-03 1.372656e-01
## [1361] 4.911941e-03 1.897170e-01 2.196746e-02 1.417680e-01
## [1365] -1.348486e-02 -7.627860e-02 2.013694e-01 6.942929e-02
## [1369] 7.275240e-02 6.924228e-02 5.686960e-02 -1.242698e-01
## [1373] 6.586070e-02 1.345739e-02 -1.236712e-01 3.291790e-02
## [1377] 2.131876e-01 9.387626e-02 -1.459408e-01 -2.333219e-02
## [1381] -1.557632e-02 -8.048933e-02 3.417501e-02 -3.470334e-02
## [1385] 3.179369e-02 6.495737e-02 -2.205518e-01 -1.487177e-01
## [1389] -1.000567e-01 -1.299088e-01 -2.175498e-02 -3.587599e-01
## [1393] -2.828418e-02 3.291675e-02 1.757918e-02 -1.626326e-02
## [1397] -1.103219e-01 7.050438e-02 -3.801112e-02 8.889559e-03
## [1401] 1.830776e-01 1.630536e-01 4.011632e-02 -2.166987e-01
## [1405] -5.174052e-02 -2.245665e-02 3.562838e-02 -9.262732e-02
## [1409] -1.622365e-02 2.512326e-01 -8.540781e-02 -6.558704e-02
## [1413] 2.404288e-03 -1.495529e-01 -6.178513e-02 -3.546963e-02
## [1417] 2.900416e-02 -5.181607e-02 -1.849349e-01 1.645976e-01
## [1421] -1.663210e-02 -1.690968e-02 -6.924904e-03 7.652526e-02
## [1425] -3.255938e-01 4.996233e-02 1.161624e-01 4.155616e-02
## [1429] 5.215388e-02 -2.470875e-02 -1.566610e-01 -1.080443e-01
## [1433] -5.317384e-02 -6.047794e-02 8.384254e-02 4.447690e-02
## [1437] 1.399660e-01 1.264506e-01 -5.979127e-02 5.764772e-02
## [1441] 1.906547e-01 1.360488e-01 1.470288e-01 4.181008e-02
## [1445] 7.045225e-04 5.717205e-02 1.268489e-01 3.571975e-02
## [1449] -1.070925e-01 3.434714e-02 -1.257840e-01 -4.986036e-02
## [1453] -2.941721e-02 1.548722e-01 3.894161e-02 -2.643460e-02
## [1457] -1.706670e-01 -1.748259e-01 -3.791263e-02 -5.914643e-02
## [1461] 5.049563e-02 -1.119028e-01 1.480818e-02 -1.733822e-01
## [1465] -4.280543e-02 -1.006400e-01 1.394497e-01 -1.038722e-01
## [1469] -6.631528e-02 6.379617e-02 3.699155e-03 -1.652636e-02
## [1473] 7.088751e-02 1.639454e-01 2.172274e-01 -1.739623e-01
## [1477] 5.630391e-02 -2.367269e-04 1.441880e-01 1.181510e-01
## [1481] -1.276438e-02 3.055620e-02 -2.450796e-02 1.533705e-03
## [1485] -9.579888e-02 -1.274491e-01 9.530144e-02 -5.905867e-02
## [1489] -1.193322e-01 6.000674e-02 1.592960e-01 -3.464337e-02
## [1493] 1.011082e-01 5.491844e-02 7.803558e-02 1.754835e-01
## [1497] -1.363891e-01 -1.299155e-01 1.823240e-01 1.155180e-01
## [1501] -2.795205e-01 6.218306e-02 -1.501505e-01 2.475422e-01
## [1505] 2.742071e-02 2.426992e-03 -2.131277e-01 -1.067845e-02
## [1509] 6.745951e-02 -2.250782e-02 -1.175379e-01 -5.961041e-02
## [1513] -5.266332e-02 2.022033e-02 4.869032e-02 5.175244e-02
## [1517] -7.274276e-02 1.995209e-01 -1.439336e-01 3.308258e-02
## [1521] -7.916525e-02 1.563766e-01 -7.088125e-02 1.869654e-01
## [1525] -1.196286e-01 -1.110496e-01 7.605782e-02 1.874415e-01
## [1529] -1.842052e-02 2.065589e-01 -4.720545e-02 -1.697219e-01
## [1533] 6.701372e-02 1.490403e-02 4.917553e-02 -8.393940e-02
## [1537] -1.128600e-01 2.168191e-02 -4.496286e-02 -1.437230e-01
## [1541] -1.564031e-01 -8.154362e-02 9.089505e-02 7.179755e-03
## [1545] 7.399049e-02 -1.104682e-01 -2.505213e-02 -6.165714e-02
## [1549] 1.774935e-01 1.459601e-01 1.274159e-01 1.636464e-01
## [1553] 4.050901e-02 -1.556852e-01 -3.315896e-02 1.490081e-01
## [1557] -5.105501e-04 7.298674e-02 1.637291e-01 9.733892e-02
## [1561] 9.284778e-02 1.014231e-01 -9.629218e-02 1.356084e-03
## [1565] 5.425622e-02 -1.236308e-02 1.196510e-01 5.160466e-02
## [1569] 1.529958e-01 1.021230e-02 1.007224e-01 -4.385089e-02
## [1573] 5.183895e-02 -7.534848e-02 -6.391251e-03 -9.141738e-02
## [1577] -7.603228e-03 -3.818613e-02 -1.418484e-01 8.267399e-03
## [1581] 4.899809e-02 7.988317e-02 4.250456e-02 2.288132e-04
## [1585] -8.980073e-03 -3.895900e-02 9.516981e-02 9.486975e-02
## [1589] 1.019158e-01 2.733361e-04 -1.207763e-01 5.588618e-03
## [1593] -2.542093e-02 -7.784348e-03 -1.532122e-02 4.492508e-03
## [1597] -1.032880e-01 -8.923454e-02 3.939721e-02 -1.650129e-01
## [1601] 9.289773e-02 1.735608e-01 8.458773e-02 5.565112e-02
## [1605] -1.701336e-01 -5.409662e-03 -1.009486e-01 -1.953221e-01
## [1609] 1.639064e-01 1.321040e-01 1.666845e-02 -2.800810e-01
## [1613] 6.654604e-02 -6.322099e-02 -1.645172e-01 -1.666395e-01
## [1617] 8.965708e-02 -3.175413e-02 1.135630e-01 6.045169e-02
## [1621] 6.280109e-02 -3.403035e-02 -7.091470e-02 -1.508953e-01
## [1625] -1.062891e-01 7.163892e-02 1.114536e-01 -1.423436e-01
## [1629] 1.257128e-01 6.882124e-02 3.685980e-02 1.479621e-02
## [1633] -2.226010e-02 1.147070e-02 -4.818685e-02 1.210985e-02
## [1637] 6.356442e-02 -1.717641e-02 -1.004327e-01 2.860373e-02
## [1641] 7.223793e-03 2.279455e-01 6.868183e-02 -1.465112e-02
## [1645] -4.312678e-02 -6.915821e-02 -2.292827e-01 -1.290951e-01
## [1649] 7.068750e-03 6.401147e-02 7.013026e-02 4.854081e-02
## [1653] -8.829868e-02 7.533163e-02 -1.190065e-01 -2.734307e-02
## [1657] 6.765315e-02 -1.228984e-01 7.183134e-02 1.035418e-01
## [1661] -1.456413e-01 -3.181713e-02 3.494407e-02 -7.374023e-02
## [1665] -2.413991e-02 1.417148e-01 3.122944e-02 5.100467e-02
## [1669] -5.316333e-02 -4.458658e-02 1.301623e-01 1.531308e-02
## [1673] -5.586445e-02 -1.259708e-02 9.450692e-02 -3.586127e-03
## [1677] 1.291857e-01 1.772959e-02 -6.673234e-02 -1.049210e-01
## [1681] 2.578605e-02 3.831863e-02 -2.117605e-01 1.162017e-01
## [1685] 2.170192e-01 2.139020e-01 -9.836263e-02 1.491725e-01
## [1689] 2.562196e-02 3.516660e-04 -1.067905e-01 1.414938e-02
## [1693] -7.460371e-02 -7.608437e-02 -4.266602e-02 -1.333916e-01
## [1697] 3.610900e-02 -5.735691e-02 7.048166e-02 6.496277e-02
## [1701] 1.603664e-01 -1.615866e-01 -1.069109e-01 -1.391700e-01
## [1705] -1.615745e-02 2.301748e-02 -8.680516e-02 -4.585407e-02
## [1709] 1.633036e-01 9.278331e-02 3.490106e-02 -1.532649e-02
## [1713] -7.442513e-02 -8.773436e-02 -4.566490e-02 -2.197676e-02
## [1717] 9.611180e-03 3.277240e-02 -2.706043e-02 8.378014e-02
## [1721] -1.001867e-02 -5.149817e-02 1.373252e-02 6.098896e-02
## [1725] 7.999694e-02 -8.909565e-02 8.291959e-02 -3.182098e-02
## [1729] -8.132046e-02 -5.589399e-02 -5.534626e-02 -1.404795e-01
## [1733] 4.866097e-02 -9.851679e-02 2.535579e-02 6.758193e-02
## [1737] -1.412856e-01 1.002063e-01 5.483084e-02 9.490623e-02
## [1741] 2.968128e-01 -6.844165e-02 1.168143e-02 1.662354e-02
## [1745] -1.379714e-01 2.280144e-02 -1.329778e-01 5.883610e-02
## [1749] -3.288860e-02 -5.923284e-02 7.367809e-03 3.869895e-03
## [1753] 9.665209e-03 1.615961e-01 -5.266877e-02 -1.972041e-01
## [1757] -8.214249e-02 8.814877e-02 -5.560822e-03 5.908297e-02
## [1761] -6.917164e-02 7.528655e-02 1.277832e-01 3.477390e-03
## [1765] 2.661249e-02 -5.175501e-02 -1.984559e-01 1.257512e-01
## [1769] -1.407003e-01 -5.434192e-02 5.800834e-02 -8.767323e-03
## [1773] -4.521158e-02 -9.996215e-02 -8.983885e-02 3.039223e-02
## [1777] 2.361503e-01 1.074989e-01 1.974136e-01 -8.181445e-02
## [1781] -9.703368e-04 -2.769924e-01 2.754842e-02 -5.428204e-02
## [1785] -4.948991e-02 -2.884896e-02 4.638880e-02 1.635306e-01
## [1789] 1.511786e-01 7.289184e-02 -7.616227e-02 1.841829e-01
## [1793] 6.046219e-02 8.982158e-02 5.872400e-02 1.397953e-01
## [1797] -1.797177e-01 -2.263799e-02 1.245849e-03 -1.278460e-01
## [1801] 2.193989e-02 -2.781421e-02 1.217969e-01 -4.868632e-02
## [1805] 2.633901e-02 1.337701e-01 -3.301450e-02 -7.155919e-03
## [1809] 4.932007e-02 1.737639e-01 8.867408e-02 -6.956292e-02
## [1813] -2.595485e-03 -3.058867e-02 -1.206904e-01 -7.683327e-02
## [1817] -2.237577e-02 6.320240e-02 -1.248940e-01 9.987081e-02
## [1821] 8.009308e-03 -4.793812e-02 -2.405057e-02 -2.126851e-02
## [1825] 6.304126e-02 1.522479e-01 -1.289217e-01 1.444760e-01
## [1829] 1.651551e-01 -1.806272e-02 -2.096935e-01 6.774178e-02
## [1833] -5.145098e-02 -1.116046e-01 1.457594e-02 -2.061033e-01
## [1837] 2.194898e-01 -6.040093e-02 -3.688495e-02 1.002697e-01
## [1841] 3.499692e-02 1.008363e-01 -7.744117e-02 7.238036e-02
## [1845] 1.152381e-01 -9.071775e-02 1.668120e-02 -1.837419e-01
## [1849] -3.928179e-02 -1.135356e-02 -1.194318e-01 -3.375914e-03
## [1853] -5.113755e-02 7.392118e-03 -4.434336e-02 -1.204500e-01
## [1857] -2.398776e-02 -4.717845e-02 -1.246709e-01 -9.671870e-03
## [1861] 3.361149e-02 -9.526016e-02 -4.127368e-03 -9.098392e-02
## [1865] -1.258118e-02 -5.679829e-02 9.051418e-02 -2.913049e-02
## [1869] 6.640317e-02 1.618822e-01 6.917475e-02 -5.291357e-02
## [1873] 3.398031e-02 7.045079e-02 -4.604216e-02 1.743339e-01
## [1877] -1.178670e-02 4.713017e-02 7.267742e-02 1.419606e-01
## [1881] -1.885369e-01 -4.709041e-02 1.920397e-02 3.278393e-02
## [1885] 3.954469e-02 -6.642712e-03 -1.128291e-01 -8.933334e-02
## [1889] -7.852999e-02 6.571133e-02 -1.882636e-02 5.266634e-02
## [1893] 1.222994e-01 9.336086e-02 -1.020678e-02 2.409491e-02
## [1897] 4.480247e-02 -1.437597e-01 -1.158059e-01 9.485193e-03
## [1901] -1.206759e-01 9.014831e-02 -1.472181e-01 -1.628727e-01
## [1905] -1.356871e-01 8.101630e-03 -3.531246e-02 4.976751e-02
## [1909] -1.370012e-01 6.381092e-02 1.260713e-01 -1.414458e-01
## [1913] -1.641251e-01 -3.325567e-02 -7.741002e-02 -7.366004e-02
## [1917] 2.156315e-02 -1.499228e-01 -1.589026e-01 2.336434e-02
## [1921] 1.236675e-02 -2.044291e-01 1.384428e-02 1.412511e-01
## [1925] -8.229227e-02 3.767491e-02 -1.769254e-02 4.985248e-02
## [1929] -1.524115e-01 -1.189318e-01 -1.279580e-01 -7.506114e-02
## [1933] -1.101911e-01 -6.278580e-02 -8.760896e-02 2.926151e-02
## [1937] -7.895694e-03 -6.477616e-02 1.612868e-01 2.195496e-01
## [1941] -9.974408e-03 3.692633e-02 -4.622708e-02 -1.272770e-01
## [1945] 1.234732e-01 8.929860e-02 -8.748059e-02 -1.074489e-01
## [1949] -6.869999e-02 -1.159888e-01 -3.205871e-01 5.647817e-02
## [1953] 4.409300e-02 8.701848e-02 -5.646971e-02 7.921498e-02
## [1957] 1.777450e-01 -8.401192e-02 -5.516909e-02 -1.879885e-01
## [1961] -6.675233e-02 1.539413e-03 1.704284e-01 -1.616174e-01
## [1965] -9.511065e-02 -3.181162e-02 -1.380879e-01 -6.600467e-02
## [1969] 1.004289e-01 7.369072e-03 -1.536095e-01 -1.626465e-01
## [1973] -5.831171e-02 4.666276e-02 -2.138822e-02 -3.920105e-02
## [1977] -3.065724e-02 1.219850e-01 1.960725e-01 -5.687275e-02
## [1981] -8.929362e-02 5.287320e-02 -1.203463e-01 6.986736e-03
## [1985] -9.673969e-02 4.677521e-02 9.080070e-03 1.624715e-01
## [1989] -6.317815e-02 -2.994366e-02 8.673352e-03 1.064615e-01
## [1993] -9.292162e-02 -6.894912e-02 6.015073e-02 1.595932e-02
## [1997] -2.115749e-02 5.175617e-02 1.281823e-03 8.230534e-02
## [2001] -7.013640e-02 1.292677e-01 -1.434422e-01 6.224752e-02
## [2005] 2.013971e-01 1.487025e-01 9.001455e-02 3.977544e-02
## [2009] -1.228514e-02 2.703235e-02 -6.609378e-02 -2.069568e-02
## [2013] 9.662801e-02 5.499549e-02 1.589536e-02 1.288563e-01
## [2017] 8.846304e-02 -7.033408e-03 1.419285e-01 -5.837135e-02
## [2021] 9.933679e-02 6.351598e-02 4.514183e-02 -1.127848e-02
## [2025] 6.630660e-02 -4.210950e-02 1.119726e-02 -9.464503e-02
## [2029] -8.657124e-02 -1.267195e-01 -2.009330e-01 -1.758202e-02
## [2033] -4.449358e-02 8.923540e-02 -1.984254e-02 -2.686655e-02
## [2037] -4.996410e-02 -3.804083e-02 3.276641e-02 8.850789e-02
## [2041] -2.841407e-02 1.194253e-02 6.158252e-02 5.948807e-02
## [2045] -4.564881e-02 -1.705717e-01 -1.060645e-02 -5.398086e-02
## [2049] 1.794354e-01 1.641588e-01 3.853507e-02 2.953437e-02
## [2053] 6.713590e-03 2.445948e-02 -1.036613e-01 -8.894749e-03
## [2057] 1.120307e-01 1.336224e-01 2.047441e-01 -1.751907e-01
## [2061] 4.474010e-02 -9.598639e-02 -5.211420e-02 1.401484e-01
## [2065] -1.559529e-02 -9.359915e-02 -3.087233e-02 6.025250e-02
## [2069] -1.459719e-01 -2.396198e-02 2.514841e-04 3.555121e-02
## [2073] -1.288175e-01 -6.070955e-02 1.972538e-02 9.841045e-03
## [2077] 2.834983e-02 -1.794245e-02 -2.922650e-02 -8.575283e-02
## [2081] 4.150172e-02 -4.382577e-02 1.361406e-01 -1.516068e-01
## [2085] 1.247534e-01 -9.094383e-02 -1.028395e-01 1.025363e-02
## [2089] -1.521532e-02 1.114247e-01 4.707399e-02 -4.571492e-02
## [2093] 7.043879e-02 -9.300637e-03 -1.002538e-01 -1.567164e-01
## [2097] -2.013171e-03 6.072146e-02 -1.539353e-02 -4.578423e-02
## [2101] 4.685526e-02 -2.302226e-01 1.595045e-01 1.224053e-01
## [2105] 1.102797e-01 -5.085979e-04 -1.039940e-01 1.518006e-01
## [2109] 5.013498e-03 4.485267e-02 -2.658117e-03 1.045276e-02
## [2113] 1.757929e-01 -9.634659e-02 -1.926553e-02 -1.385813e-01
## [2117] -1.057015e-01 6.853662e-02 1.231381e-01 -6.721346e-03
## [2121] -2.293866e-02 -1.526824e-01 2.197139e-01 6.864079e-02
## [2125] -6.238723e-02 -3.418713e-02 -4.337519e-02 5.940703e-04
## [2129] 2.152172e-01 2.196892e-01 -1.004225e-01 -8.699124e-02
## [2133] 4.318736e-02 -9.206006e-03 1.668617e-01 7.500356e-02
## [2137] -1.069625e-01 9.520183e-02 2.394243e-01 1.608960e-01
## [2141] -2.333206e-02 -1.217466e-02 -8.874684e-02 1.350806e-02
## [2145] -5.918534e-02 -1.151714e-01 -5.269111e-02 2.400056e-02
## [2149] -2.119167e-02 1.420156e-01 4.762770e-03 -9.838175e-02
## [2153] 3.300088e-02 3.049703e-03 2.426195e-03 6.228095e-02
## [2157] -4.181481e-02 5.446011e-02 -1.321834e-01 -4.086672e-02
## [2161] -1.001448e-01 1.200499e-01 4.936688e-02 -1.107457e-02
## [2165] 1.204232e-01 -8.446000e-03 -7.927793e-02 -1.892192e-01
## [2169] -2.160159e-01 -1.534099e-03 3.999188e-02 8.975497e-02
## [2173] -7.450268e-02 -1.590404e-01 -1.316176e-02 -7.717175e-02
## [2177] -7.722680e-02 -9.636278e-02 1.161828e-01 -9.261526e-02
## [2181] -8.923674e-02 -1.354693e-01 4.464633e-02 6.173825e-02
## [2185] 6.621184e-02 -1.134012e-01 -6.908798e-02 -1.136026e-01
## [2189] 1.006540e-01 1.813606e-01 -1.281311e-01 -9.304705e-02
## [2193] 1.713473e-01 -2.424156e-01 -2.942724e-01 6.075952e-02
## [2197] -6.288571e-02 -2.623519e-02 -7.226999e-02 2.272116e-02
## [2201] -1.148686e-01 7.486051e-02 -1.740317e-01 1.725715e-01
## [2205] -7.554742e-02 -1.965304e-01 6.627178e-02 -1.805613e-01
## [2209] 8.111928e-02 5.133053e-02 -2.914351e-02 -1.512659e-01
## [2213] 8.365916e-02 -1.910763e-01 -3.644579e-02 8.638894e-02
## [2217] 9.721792e-02 -2.911137e-02 -7.939660e-02 4.575861e-02
## [2221] -1.114575e-02 1.456197e-01 -1.473245e-01 -7.169248e-03
## [2225] -6.326761e-02 1.400065e-01 -5.523149e-02 -8.397892e-02
## [2229] 1.343196e-01 1.452868e-01 7.934517e-02 -1.849720e-01
## [2233] -2.934948e-03 7.447098e-02 -1.956182e-01 -1.486990e-01
## [2237] 6.356650e-02 8.373598e-02 -2.198190e-01 -1.219631e-01
## [2241] 5.608332e-02 -6.573390e-02 1.141533e-01 -6.392419e-02
## [2245] -6.183092e-04 6.828647e-02 3.313178e-02 -8.828110e-02
## [2249] -1.379864e-01 -1.108329e-01 1.382218e-01 -1.444224e-01
## [2253] -2.009644e-03 -5.180758e-02 1.267685e-01 2.198142e-02
## [2257] -3.228976e-02 6.084052e-02 -1.692212e-02 5.636837e-03
## [2261] -9.880507e-02 5.111275e-02 2.657140e-02 3.047062e-02
## [2265] 5.410806e-02 -3.286060e-02 -1.900318e-02 -1.061239e-01
## [2269] 6.862500e-02 -2.995463e-02 -3.966247e-02 1.683630e-01
## [2273] 2.093983e-01 2.084379e-01 -8.452977e-02 4.823459e-02
## [2277] -6.544222e-02 -3.558508e-02 6.050882e-02 5.438136e-02
## [2281] -9.304733e-02 -6.283159e-02 -5.775165e-02 -4.018060e-02
## [2285] 5.421838e-03 -1.669736e-01 2.069524e-02 -1.649870e-02
## [2289] -1.138623e-01 2.893224e-03 -6.253644e-02 5.948378e-02
## [2293] -1.248062e-01 6.496211e-02 -9.291745e-02 -1.936035e-01
## [2297] 2.698422e-02 2.259425e-02 -3.355844e-02 -3.231082e-02
## [2301] -9.355716e-02 7.312170e-02 9.894980e-02 8.691316e-02
## [2305] 3.218735e-02 -1.059480e-01 1.126724e-02 -4.088769e-02
## [2309] -2.275891e-01 -3.472409e-02 -4.379859e-02 4.754973e-03
## [2313] -8.391344e-03 1.218472e-01 -5.157874e-02 -1.813512e-01
## [2317] 4.620746e-02 -8.867789e-02 2.900471e-02 5.318387e-02
## [2321] -1.307342e-02 -7.143153e-03 5.926928e-02 1.530622e-01
## [2325] -1.364907e-01 -3.143426e-01 -5.144129e-02 1.367539e-02
## [2329] 1.244035e-01 -7.530507e-02 1.392560e-01 -3.658035e-02
## [2333] -7.504058e-02 8.745334e-02 1.019240e-01 4.941466e-02
## [2337] -5.196564e-02 -6.761324e-02 -1.115807e-02 9.658352e-02
## [2341] 1.552861e-02 6.755309e-02 5.391284e-02 -7.524592e-02
## [2345] -1.010522e-01 -4.843427e-02 4.091698e-02 -4.227943e-02
## [2349] -6.107669e-02 -2.003369e-01 -3.610560e-02 -1.088142e-01
## [2353] -1.598127e-01 -1.600695e-01 1.768939e-01 5.386642e-02
## [2357] -5.199503e-02 1.157202e-01 -1.220869e-01 -1.427033e-01
## [2361] -7.952879e-02 -1.246809e-01 -7.985812e-02 8.755142e-02
## [2365] -9.281252e-03 -1.139990e-01 5.435075e-02 -1.177835e-01
## [2369] 2.202962e-02 5.285631e-02 8.296283e-02 1.583687e-01
## [2373] 1.088852e-02 4.617572e-02 1.101254e-01 1.447611e-03
## [2377] 9.132878e-03 -2.284991e-01 -9.275560e-02 -3.032532e-02
## [2381] 1.556417e-01 -1.252628e-01 -1.140792e-02 -1.465618e-01
## [2385] -1.632155e-01 -8.532456e-02 -2.318267e-02 -1.004666e-01
## [2389] 1.025025e-01 1.363361e-01 -1.900735e-02 1.670146e-01
## [2393] -4.865110e-02 1.883833e-02 -3.448639e-02 -4.845172e-02
## [2397] 1.702366e-02 -7.755919e-02 1.386998e-01 4.581482e-02
## [2401] 1.119644e-01 -1.519706e-01 4.616163e-02 2.268517e-02
## [2405] -1.822599e-01 1.532281e-01 1.395113e-02 1.104493e-01
## [2409] 6.256924e-02 -8.447296e-02 6.636077e-02 -4.808855e-03
## [2413] 2.429766e-02 -1.818459e-03 4.703837e-02 2.115875e-02
## [2417] -3.114393e-02 -2.633529e-01 -3.688025e-02 -1.265292e-01
## [2421] -9.876013e-03 4.869237e-02 1.880373e-03 5.539754e-02
## [2425] 5.486454e-04 8.349283e-02 -2.528950e-02 -1.186617e-01
## [2429] -5.840871e-02 -1.913901e-02 7.479372e-02 -1.175380e-01
## [2433] 2.295329e-02 7.805180e-02 1.707302e-02 -9.789120e-02
## [2437] -1.239662e-01 4.262277e-02 -3.826731e-02 1.127908e-02
## [2441] 6.934134e-02 9.536423e-04 -9.244554e-02 -1.073254e-01
## [2445] -7.828930e-02 -1.690933e-01 6.981496e-03 -1.086009e-01
## [2449] 5.932256e-02 1.235602e-01 1.831591e-01 6.815592e-02
## [2453] 3.154972e-02 2.925879e-02 -1.077017e-01 6.932969e-02
## [2457] -3.538510e-02 -1.241624e-01 6.337201e-02 -5.806249e-02
## [2461] -1.856219e-02 -1.517495e-03 6.998672e-02 7.859601e-02
## [2465] -5.395578e-02 -4.474940e-02 -8.829805e-02 -4.065497e-02
## [2469] 5.811979e-03 7.444308e-02 3.224825e-02 -1.220437e-01
## [2473] -5.285479e-02 2.283395e-02 4.328359e-02 -3.478095e-02
## [2477] -9.851579e-02 8.861408e-02 4.173601e-02 -7.227607e-02
## [2481] -2.317627e-02 2.122766e-02 -9.514293e-02 -1.480731e-01
## [2485] 1.046914e-02 6.222248e-02 -1.872756e-01 -8.866812e-02
## [2489] 5.041865e-02 -6.867862e-02 -1.045886e-02 -8.555142e-02
## [2493] -1.592417e-02 -4.790360e-02 -4.036121e-02 2.275982e-02
## [2497] 5.723201e-02 -1.960219e-01 1.866532e-02 -5.374461e-02
## [2501] 4.253463e-02 -4.617164e-02 1.271635e-01 -4.614820e-02
## [2505] 1.598328e-01 6.504241e-02 -4.286317e-02 -8.597486e-02
## [2509] 4.883724e-02 -1.645543e-02 -1.093086e-01 3.078335e-02
## [2513] 8.387552e-02 -2.702179e-02 -8.489614e-02 -1.399959e-01
## [2517] 1.404731e-01 -6.735130e-02 7.648736e-03 1.614525e-02
## [2521] -7.887956e-02 -1.463695e-02 2.995816e-02 1.805328e-01
## [2525] -4.484721e-03 -2.071125e-01 -1.966536e-01 3.449908e-02
## [2529] -4.431957e-02 -5.939604e-02 2.319296e-02 6.007999e-02
## [2533] 2.294405e-03 1.173966e-01 7.415064e-02 8.197565e-02
## [2537] -4.911455e-02 -4.319197e-02 -9.545985e-02 1.073068e-01
## [2541] -1.164461e-01 -7.286111e-02 -1.763235e-01 1.506032e-01
## [2545] 8.207370e-02 1.646059e-01 -9.199775e-03 1.720493e-01
## [2549] -2.797734e-02 2.356395e-01 9.469571e-02 -8.154753e-02
## [2553] 6.998911e-03 -1.767124e-01 -2.048014e-01 1.103531e-02
## [2557] 1.411917e-01 2.378601e-01 -1.071602e-01 1.457250e-02
## [2561] -1.018058e-01 -6.013304e-02 -9.894652e-02 6.549783e-02
## [2565] -1.851357e-02 8.705422e-02 -1.325901e-01 1.427063e-01
## [2569] -1.789195e-01 -2.098629e-02 4.706149e-02 6.570783e-02
## [2573] -5.311788e-02 -8.485222e-02 -3.626652e-03 -1.038185e-01
## [2577] 1.205634e-03 3.862800e-02 7.086111e-02 -5.247001e-03
## [2581] -1.694362e-01 2.207237e-01 8.059151e-02 3.940370e-02
## [2585] 5.364742e-02 1.035242e-01 -3.348599e-02 1.718832e-01
## [2589] -2.605082e-01 -5.542507e-02 1.321959e-01 7.047726e-03
## [2593] -3.377864e-02 -9.295387e-03 7.675191e-02 9.247567e-02
## [2597] -1.326853e-01 -7.869935e-02 -6.766914e-02 -1.531946e-01
## [2601] 3.090883e-02 -8.869287e-02 -3.656009e-02 -3.904912e-02
## [2605] -8.936990e-02 -8.412769e-02 6.280252e-03 1.070386e-02
## [2609] -1.565494e-01 -1.164128e-01 -4.978885e-02 5.559488e-02
## [2613] -9.096968e-02 1.014779e-01 -1.312326e-01 -5.723606e-02
## [2617] 1.274109e-01 -4.988540e-02 4.641556e-02 6.939027e-02
## [2621] -1.530097e-01 -1.332637e-01 9.432892e-02 6.035096e-02
## [2625] 7.760257e-02 -2.328430e-02 4.078465e-02 -2.918863e-02
## [2629] 1.935477e-02 2.016426e-02 -3.047169e-02 -6.628479e-03
## [2633] 2.636394e-02 7.708721e-02 1.971264e-02 1.043250e-01
## [2637] 9.695105e-02 1.849024e-02 4.361146e-02 -6.935794e-02
## [2641] 4.213367e-02 -1.453549e-01 -5.685210e-02 1.352785e-02
## [2645] 1.082227e-01 -1.156766e-01 9.785336e-02 -6.164737e-02
## [2649] -5.949020e-02 3.518154e-02 1.901778e-01 -4.475273e-02
## [2653] 6.488749e-02 -3.746562e-02 5.834772e-03 -1.625353e-01
## [2657] -7.751956e-02 6.007396e-02 -2.376957e-02 9.589417e-04
## [2661] 9.871003e-03 -6.037045e-02 8.814050e-02 -4.814888e-02
## [2665] -6.254161e-03 -1.518154e-01 -1.034510e-01 5.493310e-03
## [2669] -2.781935e-03 -8.344839e-02 -4.747278e-02 6.146896e-02
## [2673] -3.881779e-02 7.174613e-02 -9.027593e-04 -1.744458e-02
## [2677] -1.944348e-01 5.965392e-02 2.452384e-02 -1.183458e-01
## [2681] 5.731150e-02 -6.378181e-02 -2.494867e-01 -3.596752e-02
## [2685] 1.037121e-01 7.491906e-02 -6.050426e-02 -1.747863e-01
## [2689] -9.113546e-02 -9.002536e-04 -1.021037e-01 1.104917e-01
## [2693] 1.376651e-01 1.040549e-01 -6.589138e-02 -7.277489e-02
## [2697] 1.132191e-01 -6.547236e-02 -5.784033e-02 -4.460653e-02
## [2701] -7.542024e-02 7.990716e-02 5.246769e-02 -5.214942e-02
## [2705] 1.067969e-01 -2.579501e-02 -3.454756e-01 -3.192311e-02
## [2709] 6.247232e-02 6.952577e-02 1.682464e-02 8.238947e-02
## [2713] 1.987703e-01 4.871370e-02 3.085896e-02 -5.838795e-02
## [2717] -3.281731e-02 -1.282497e-01 2.296862e-02 -7.166140e-02
## [2721] -1.834201e-01 3.270398e-02 -2.007755e-01 1.069259e-01
## [2725] 2.384643e-02 7.543054e-02 -3.309114e-02 7.125896e-02
## [2729] -7.612823e-02 -9.835299e-03 -6.692110e-03 1.018080e-01
## [2733] 8.607392e-02 -1.017644e-01 7.965275e-03 -2.450339e-02
## [2737] 1.922124e-01 3.252520e-02 2.061676e-01 4.214446e-02
## [2741] 7.860541e-02 4.038572e-03 1.045388e-02 -6.541758e-02
## [2745] -9.102686e-02 9.191521e-02 -1.846834e-02 1.322308e-01
## [2749] -5.283453e-03 2.441068e-01 -7.214448e-02 4.524327e-02
## [2753] -7.547148e-02 3.097487e-04 1.221483e-01 -6.336873e-02
## [2757] 4.323506e-02 1.247199e-01 -1.909223e-03 1.618679e-01
## [2761] 5.328504e-02 1.808375e-01 -1.604977e-01 6.081254e-02
## [2765] -1.332070e-01 1.181834e-01 1.643236e-01 1.576208e-02
## [2769] -2.783595e-02 -4.635365e-03 -1.425635e-01 8.807794e-02
## [2773] 3.172768e-02 1.673930e-01 -4.935122e-02 -1.491650e-01
## [2777] 9.249972e-02 1.002334e-01 1.242965e-01 9.003464e-02
## [2781] -7.273472e-02 2.851433e-02 2.816074e-02 -1.334920e-01
## [2785] 1.653090e-01 2.420681e-02 -3.017588e-02 3.536862e-02
## [2789] 1.602970e-01 -1.181564e-01 1.435701e-01 9.189228e-02
## [2793] 7.676792e-02 -8.617613e-03 3.449679e-03 5.397669e-02
## [2797] -1.138274e-01 -1.959864e-01 -1.587953e-01 1.072132e-01
## [2801] -1.768159e-01 -4.777817e-02 -1.134872e-01 3.197472e-02
## [2805] -8.387929e-03 -7.018290e-02 -1.014769e-01 -5.212391e-02
## [2809] 7.021205e-02 1.646984e-01 6.161587e-02 -3.561967e-02
## [2813] -6.299745e-02 -4.600468e-02 1.029865e-01 1.243755e-01
## [2817] 2.500549e-02 2.477930e-01 -2.386588e-01 -1.102610e-01
## [2821] -3.273917e-01 6.719653e-02 -2.005890e-02 -1.835589e-03
## [2825] -8.102146e-03 -1.779257e-01 6.335192e-03 -4.108368e-02
## [2829] -7.469211e-02 -1.084327e-01 4.143703e-02 -2.349485e-01
## [2833] -1.185309e-02 1.492434e-02 6.702640e-02 -7.288187e-02
## [2837] 8.920074e-02 -9.381961e-02 1.022298e-01 1.127684e-01
## [2841] -1.348706e-01 -1.260336e-02 -7.733455e-02 2.081498e-01
## [2845] -9.133470e-02 1.929385e-01 -1.128220e-01 -1.415184e-01
## [2849] 4.810116e-02 1.861721e-01 -4.501876e-02 3.721056e-02
## [2853] -4.955338e-02 -2.305758e-02 7.888765e-02 9.714709e-02
## [2857] -1.292566e-01 7.073192e-03 -8.133837e-03 1.871759e-01
## [2861] -1.499422e-01 8.185681e-02 1.070170e-01 -1.315357e-01
## [2865] -1.619076e-01 1.487006e-02 -1.090387e-01 3.019257e-02
## [2869] -2.806903e-02 -1.416073e-01 -3.130947e-02 -6.557507e-02
## [2873] 1.092254e-01 -1.399041e-01 -1.888572e-01 -1.551713e-02
## [2877] -6.744338e-02 8.662055e-02 9.080040e-02 2.600273e-02
## [2881] 1.473026e-01 7.166160e-02 -1.650765e-01 2.550593e-02
## [2885] 7.890541e-02 -1.198524e-01 2.154857e-01 4.120706e-02
## [2889] -1.676628e-03 -1.189508e-02 -1.378890e-01 1.728566e-01
## [2893] 1.621416e-01 -2.118772e-01 1.516820e-01 2.032629e-02
## [2897] -8.485886e-02 1.542832e-01 -1.867273e-02 -1.153308e-01
## [2901] -9.400030e-02 5.298889e-02 -1.226130e-03 -4.620069e-02
## [2905] -1.512744e-01 -1.792120e-02 7.988647e-02 9.226410e-02
## [2909] 1.727670e-03 1.146815e-01 9.147216e-02 -5.810470e-02
## [2913] 9.917540e-03 -1.453836e-01 1.404000e-01 -1.461750e-01
## [2917] 6.734060e-02 -3.260741e-02 -1.370076e-02 6.169594e-02
## [2921] -1.240997e-01 -7.633426e-02 -1.264308e-01 -1.860360e-01
## [2925] -1.077334e-01 -3.787969e-02 -8.850849e-03 1.102341e-01
## [2929] 9.737175e-02 4.238026e-02 1.898887e-03 1.137637e-01
## [2933] 8.355591e-03 -6.814752e-02 -7.291122e-02 -2.447161e-02
## [2937] 1.475113e-01 8.687934e-02 -2.512726e-02 1.251201e-02
## [2941] 3.181220e-02 7.536782e-02 9.370242e-02 -1.147181e-01
## [2945] -1.066491e-01 1.169126e-01 3.706907e-02 -9.095429e-02
## [2949] 1.203751e-01 -1.104946e-01 -1.904946e-01 2.735509e-02
## [2953] 5.292200e-02 -1.134513e-01 -4.311561e-02 -1.546597e-01
## [2957] -1.915739e-03 -1.182153e-01 -1.562826e-01 -7.044421e-03
## [2961] 3.532054e-02 1.680836e-01 1.393272e-01 -5.126612e-02
## [2965] -1.585786e-01 -4.381424e-03 1.201242e-01 -1.076273e-02
## [2969] -1.207267e-01 -1.595359e-02 2.268656e-01 1.510722e-01
## [2973] -6.968495e-02 6.446887e-02 -3.437195e-02 8.905541e-02
## [2977] -1.300928e-01 4.216113e-02 -2.309640e-02 -3.774489e-03
## [2981] 8.275897e-02 1.745675e-01 -1.079608e-01 6.733917e-03
## [2985] -8.779456e-02 -1.110337e-01 -4.774668e-02 -4.808016e-02
## [2989] -6.320592e-03 9.433820e-02 -6.926527e-03 -1.830166e-02
## [2993] 1.126029e-01 9.508231e-02 -1.300250e-01 3.659154e-02
## [2997] -3.013535e-02 7.315551e-02 1.134242e-01 5.739100e-02
## [3001] 6.521991e-02 -2.417875e-02 -3.351380e-02 -8.568145e-03
## [3005] 5.886847e-02 5.077662e-02 -2.854999e-03 2.422922e-01
## [3009] -8.716079e-03 -2.431798e-02 1.174183e-01 1.882067e-01
## [3013] -4.489977e-02 -2.003485e-01 1.233498e-01 -5.664532e-02
## [3017] -1.547061e-01 -1.801713e-01 2.991840e-02 -3.468499e-02
## [3021] 9.133462e-02 -5.723083e-02 2.220294e-02 -1.147753e-01
## [3025] -6.508984e-02 9.678631e-02 -7.244857e-02 -2.254040e-01
## [3029] 1.311984e-01 -6.509368e-03 -3.325002e-02 1.105303e-01
## [3033] -4.704080e-02 1.277707e-01 -8.134955e-03 -1.124679e-01
## [3037] 7.087721e-02 -6.723368e-02 -1.324070e-01 -1.346927e-01
## [3041] 6.515966e-02 -7.874811e-02 -1.492574e-01 4.960321e-02
## [3045] 4.506427e-02 -1.606978e-01 1.143618e-01 1.022411e-01
## [3049] -1.122181e-01 -6.191242e-02 -9.223960e-02 -7.205814e-02
## [3053] -2.465376e-01 -4.458050e-02 1.443074e-01 -4.465084e-02
## [3057] 1.493739e-01 -1.510209e-01 -1.420472e-01 1.757754e-02
## [3061] -1.047847e-01 1.033240e-01 -6.311693e-02 -2.319477e-02
## [3065] 4.358948e-02 -3.821934e-02 -7.086060e-03 1.012601e-01
## [3069] -1.559869e-02 -3.196689e-02 3.078420e-02 1.241651e-01
## [3073] -5.557675e-02 -9.566168e-02 1.156182e-01 2.215688e-01
## [3077] 3.315765e-03 -1.311543e-01 -1.331002e-02 -1.335949e-01
## [3081] 1.323373e-01 7.493345e-02 -8.775094e-02 8.404020e-02
## [3085] 3.606293e-02 6.248235e-02 6.068721e-02 -2.642467e-03
## [3089] -1.984511e-01 -8.078292e-03 -8.271327e-02 2.744506e-02
## [3093] 1.397322e-01 1.021058e-02 1.513677e-02 1.601677e-01
## [3097] -5.535046e-02 1.266110e-01 -9.835278e-02 3.159232e-02
## [3101] -1.250142e-02 -3.657236e-02 -9.212756e-02 4.990718e-02
## [3105] 2.240362e-02 5.804790e-03 -1.102758e-01 3.656618e-02
## [3109] -1.848075e-01 3.372124e-02 -8.040631e-02 -1.362933e-01
## [3113] -2.742552e-01 -9.502556e-02 5.308320e-02 -8.035957e-02
## [3117] 5.627761e-02 -1.231695e-01 -4.857665e-02 -2.073311e-02
## [3121] -9.585554e-02 5.894139e-02 -4.180720e-02 1.328614e-01
## [3125] -9.562774e-02 6.973784e-02 2.483566e-02 1.494410e-02
## [3129] -9.738987e-03 -9.423639e-03 1.022409e-01 -6.461160e-02
## [3133] 2.121226e-02 1.460895e-02 4.957862e-02 -1.690810e-01
## [3137] 6.540029e-02 1.018432e-01 -2.261056e-02 2.096803e-02
## [3141] 2.440957e-02 7.132673e-02 -3.210550e-02 5.603542e-02
## [3145] -7.106928e-02 1.689620e-01 -1.119874e-01 -4.830356e-02
## [3149] -1.011929e-01 -2.145844e-02 -8.201044e-03 -6.817719e-02
## [3153] -1.222327e-01 4.290092e-02 -1.965235e-02 -1.917353e-01
## [3157] -1.065010e-02 1.980242e-01 -4.437852e-02 5.170175e-02
## [3161] 5.664713e-02 8.796224e-02 6.911734e-02 -3.054880e-02
## [3165] -1.531191e-02 -8.394058e-03 -5.557338e-02 9.564484e-02
## [3169] 7.271574e-02 5.411973e-02 3.385924e-02 8.890074e-02
## [3173] 6.822059e-02 -6.761691e-02 -1.200540e-01 -5.473088e-02
## [3177] -2.221837e-01 -2.073855e-01 3.367084e-02 1.159586e-02
## [3181] -4.211406e-02 1.998447e-02 1.608850e-02 -9.815925e-02
## [3185] -1.465786e-01 1.288038e-01 -3.193654e-02 1.091455e-01
## [3189] 9.913865e-02 -5.662501e-02 -7.144559e-02 1.850547e-01
## [3193] -2.411276e-02 -1.328233e-01 -1.364546e-01 -8.789858e-02
## [3197] 5.338365e-02 -4.161692e-03 1.247712e-02 1.418556e-01
## [3201] 6.889935e-02 -4.529368e-02 1.354710e-01 1.226790e-03
## [3205] -1.190951e-01 3.175609e-02 3.995901e-02 8.727879e-02
## [3209] 5.971634e-02 5.351439e-02 1.242020e-01 6.803952e-03
## [3213] 1.149656e-01 3.952383e-02 -1.709144e-01 1.204112e-01
## [3217] -2.037065e-01 4.939556e-02 -2.575520e-02 -8.425708e-02
## [3221] 1.799359e-01 1.609488e-01 1.376616e-01 3.960865e-02
## [3225] -5.299869e-03 -8.325158e-02 -1.424749e-01 2.678639e-02
## [3229] -4.954831e-02 3.271241e-02 -9.869557e-02 5.042207e-02
## [3233] 3.272731e-03 4.591424e-02 4.601724e-02 -1.264281e-01
## [3237] -2.678332e-02 5.099696e-02 3.324866e-05 -1.029560e-02
## [3241] 1.883302e-01 1.277741e-03 -1.263918e-01 5.157148e-02
## [3245] 2.798482e-02 1.420355e-01 7.915855e-02 7.429799e-02
## [3249] -1.374792e-01 -9.173651e-02 -1.029152e-01 -3.698546e-02
## [3253] 6.485466e-02 4.474165e-02 1.073757e-01 1.051620e-01
## [3257] 1.002540e-01 2.143447e-03 1.619303e-01 -4.037167e-02
## [3261] -6.601743e-02 -3.365617e-02 1.822891e-02 8.836403e-03
## [3265] 7.990403e-02 -1.010319e-01 -5.623605e-02 2.463685e-01
## [3269] -2.832946e-02 -1.795066e-01 1.010611e-01 -1.765423e-01
## [3273] 6.987227e-02 1.431461e-01 1.374747e-01 -2.006189e-02
## [3277] 1.507947e-01 -7.723997e-02 -1.982099e-01 1.579160e-01
## [3281] -1.685684e-02 1.281057e-01 -1.047918e-02 8.408376e-02
## [3285] 6.015555e-02 -1.076020e-02 -1.306913e-01 2.981629e-02
## [3289] -3.113842e-02 -4.242592e-02 -3.791485e-03 3.492832e-02
## [3293] 6.872705e-04 8.730342e-02 -3.886801e-02 1.515024e-01
## [3297] 1.181369e-01 9.335917e-03 -2.135569e-01 7.759696e-02
## [3301] 1.073146e-01 -1.659476e-02 1.662241e-01 -8.042006e-02
## [3305] -1.685863e-01 3.066896e-02 1.325976e-01 -9.379512e-02
## [3309] 2.433176e-02 3.517274e-02 -7.173532e-02 1.982342e-02
## [3313] -1.762822e-02 3.612181e-02 -1.000525e-01 -1.462665e-01
## [3317] -1.484725e-01 8.195028e-02 -1.085428e-01 9.664155e-02
## [3321] 1.006483e-02 -8.986255e-03 6.334239e-02 3.598730e-02
## [3325] 1.837380e-01 1.071724e-01 1.613220e-01 1.602639e-03
## [3329] -2.144177e-02 8.187706e-02 6.255681e-02 -8.456353e-02
## [3333] 1.196753e-01 -7.537175e-02 -1.671417e-01 -4.268592e-02
## [3337] -9.579950e-02 8.115193e-02 -1.969261e-02 1.582646e-01
## [3341] 1.499802e-01 3.328308e-02 7.431655e-03 4.481043e-02
## [3345] 1.491931e-01 -1.158683e-01 -1.152919e-01 -8.059942e-02
## [3349] 2.087792e-01 -1.755739e-02 -1.013135e-01 -6.760243e-02
## [3353] 1.015175e-01 3.595074e-02 9.712885e-02 -3.901263e-02
## [3357] -2.254273e-01 1.769408e-02 -9.132381e-03 9.054290e-02
## [3361] 8.226625e-02 -6.393643e-02 1.561616e-01 8.407199e-02
## [3365] -2.048512e-01 3.096307e-02 2.817137e-02 5.166438e-03
## [3369] 2.265381e-02 2.250859e-02 -1.969305e-02 2.123188e-02
## [3373] -8.157670e-02 2.450409e-01 1.302720e-02 1.242049e-01
## [3377] -9.844912e-02 -6.350862e-02 -9.047893e-02 -2.618461e-02
## [3381] -1.459522e-01 7.171256e-02 -6.931966e-02 2.025639e-02
## [3385] 5.637481e-02 -5.592747e-02 -1.087092e-01 -1.319125e-01
## [3389] 1.675518e-01 3.006030e-02 -1.393931e-02 -1.000256e-01
## [3393] 2.923445e-02 -5.347745e-02 -3.718581e-02 2.419802e-02
## [3397] -1.506643e-01 4.223808e-02 4.981904e-02 -7.047662e-03
## [3401] 3.134610e-02 -1.738312e-01 -2.881158e-02 -8.592445e-02
## [3405] -5.226774e-02 -8.711581e-02 -1.377527e-01 -6.013383e-02
## [3409] 3.263546e-02 -1.200980e-01 3.890777e-03 -6.621744e-02
## [3413] -5.360015e-03 -2.374926e-01 -4.663373e-02 1.043457e-01
## [3417] -1.928177e-02 1.658800e-01 1.783907e-01 -1.205880e-02
## [3421] -8.932677e-02 -4.598918e-02 1.179325e-01 -3.780065e-02
## [3425] -9.284937e-04 -3.525500e-02 1.064453e-01 -1.692194e-01
## [3429] 2.685792e-02 -2.000396e-02 -8.350436e-03 -6.033910e-02
## [3433] 1.822240e-01 8.727905e-02 1.617943e-02 -1.968937e-02
## [3437] 1.143356e-01 6.418290e-04 -1.930125e-02 -1.275391e-01
## [3441] -2.485777e-02 -1.017555e-01 -4.119561e-02 -4.771441e-02
## [3445] -2.876511e-03 -1.273735e-01 5.320902e-02 -1.017179e-01
## [3449] 1.044699e-01 -6.663568e-02 -1.535974e-02 5.931848e-02
## [3453] 1.074257e-01 4.274369e-02 -1.350076e-01 -4.538161e-02
## [3457] 5.913548e-02 -3.614289e-02 1.126692e-02 -8.274766e-03
## [3461] 1.615823e-01 -2.378800e-02 -2.266043e-03 5.082541e-02
## [3465] -1.479630e-02 -4.974209e-02 -7.008431e-03 -6.203373e-02
## [3469] 7.047366e-02 1.126559e-01 2.105471e-02 -2.616718e-02
## [3473] -4.843399e-02 6.952255e-02 6.496388e-02 -2.198296e-02
## [3477] -1.446616e-01 1.062878e-01 -1.155362e-01 6.848035e-02
## [3481] 2.318916e-01 -4.124148e-03 1.030032e-01 6.585706e-02
## [3485] 8.088367e-02 -1.908398e-01 8.524066e-02 1.364173e-01
## [3489] -1.733203e-01 -1.380854e-01 6.226413e-02 -9.499997e-02
## [3493] -3.039512e-02 -6.737827e-03 4.942775e-02 2.452711e-02
## [3497] -1.763522e-03 2.871283e-02 -5.192790e-02 2.440713e-01
## [3501] -2.583880e-01 -6.660189e-02 -1.819396e-01 -6.829433e-02
## [3505] -2.195934e-02 4.366383e-02 7.129690e-02 1.633249e-01
## [3509] -1.406409e-01 1.985198e-02 8.388619e-02 -5.318745e-02
## [3513] -1.437959e-02 1.067491e-01 -1.805565e-02 7.865424e-02
## [3517] -1.017568e-01 2.331007e-02 7.944263e-02 -2.318766e-03
## [3521] -4.205073e-02 -1.127791e-01 1.595165e-01 -4.795790e-02
## [3525] 6.642705e-02 -4.197985e-02 -7.141084e-02 8.676289e-02
## [3529] -4.065669e-02 9.635501e-02 -9.127947e-02 4.482671e-02
## [3533] 3.956285e-02 5.561016e-02 -1.082093e-01 -9.082208e-02
## [3537] 2.182691e-01 -4.458766e-02 1.731164e-01 -2.004203e-02
## [3541] 6.956543e-02 7.163468e-02 -6.808803e-02 -7.591953e-03
## [3545] -1.780512e-02 8.188276e-02 -2.647449e-03 -7.756428e-04
## [3549] -7.658217e-02 4.022826e-02 -1.655950e-01 7.529979e-02
## [3553] -8.707021e-02 -8.329064e-02 1.947304e-03 -9.804529e-02
## [3557] -2.116342e-01 -1.940044e-02 2.747984e-02 -1.674340e-01
## [3561] -2.191369e-02 -8.464455e-02 -3.150585e-02 1.593205e-01
## [3565] 1.241489e-01 -1.983737e-01 5.162824e-03 6.376368e-03
## [3569] 1.297954e-02 -8.749397e-02 9.914656e-02 8.473977e-02
## [3573] 3.820093e-02 1.039012e-01 -1.884987e-01 -3.117376e-02
## [3577] -1.449585e-01 7.623789e-02 9.332139e-03 -5.076117e-02
## [3581] -2.136030e-01 -1.793719e-01 -1.411257e-01 -2.829325e-02
## [3585] 5.195557e-02 1.573770e-03 -9.182278e-02 -2.014128e-02
## [3589] -9.315458e-02 1.696301e-01 8.468078e-02 7.835950e-03
## [3593] -3.580328e-02 1.039828e-01 1.167516e-01 -1.283271e-01
## [3597] -6.233020e-03 -1.842260e-01 1.042990e-01 2.303913e-03
## [3601] 5.186277e-02 -4.232102e-02 6.452589e-03 -5.840378e-02
## [3605] 1.715894e-01 -6.785290e-02 6.803669e-02 7.717003e-02
## [3609] -4.511106e-02 -7.113845e-02 6.434336e-02 6.146545e-02
## [3613] 1.435265e-01 -1.485234e-01 1.374854e-01 5.761356e-02
## [3617] -8.964279e-02 -7.427815e-02 2.756387e-02 5.492933e-02
## [3621] 1.831486e-01 -9.568755e-02 -7.094755e-02 9.716106e-02
## [3625] 5.639176e-02 2.328417e-02 5.856895e-02 -4.149014e-03
## [3629] 1.737587e-01 8.194094e-03 1.136920e-01 -1.845320e-02
## [3633] 6.103998e-02 -4.594391e-02 -1.714619e-01 1.162759e-01
## [3637] -1.136216e-01 1.166403e-01 2.591184e-02 1.175850e-01
## [3641] 1.044818e-01 -1.598740e-01 1.709980e-01 -3.401141e-02
## [3645] 1.287319e-01 9.076438e-02 -2.689659e-04 -2.438990e-02
## [3649] 7.583342e-02 -4.816451e-02 -1.621241e-02 2.048891e-03
## [3653] 2.191296e-02 -8.941675e-02 -3.489189e-02 -5.989040e-02
## [3657] 5.319039e-02 -6.272032e-03 4.993902e-02 1.310046e-01
## [3661] -6.305026e-02 2.296779e-01 7.474342e-02 4.673727e-02
## [3665] -1.322236e-02 5.295218e-02 8.365258e-02 -2.378797e-03
## [3669] 6.717160e-02 -4.042188e-02 8.359567e-02 -2.472597e-02
## [3673] -3.515117e-02 -5.139882e-02 1.057706e-01 -8.256924e-02
## [3677] 2.218304e-01 -6.629086e-02 2.651230e-01 -4.986519e-02
## [3681] 7.548962e-02 -1.387752e-01 -6.922943e-02 1.573139e-01
## [3685] 6.037009e-02 1.805827e-01 -1.405991e-01 1.024873e-01
## [3689] -6.597053e-02 2.114418e-02 -1.514867e-01 -1.126366e-01
## [3693] -2.299823e-01 4.539242e-03 2.851210e-02 -1.693117e-01
## [3697] 1.756140e-02 -8.891983e-02 8.664383e-02 4.740411e-02
## [3701] -1.287540e-02 5.452105e-02 1.122920e-01 3.259532e-02
## [3705] 1.124658e-01 -1.723395e-01 7.922471e-02 3.750227e-02
## [3709] -1.089101e-01 1.435208e-01 2.220236e-01 -3.734084e-02
## [3713] -3.614440e-02 2.567349e-01 3.839984e-02 2.860933e-02
## [3717] -5.890828e-02 -9.517867e-02 1.686719e-01 -1.364552e-01
## [3721] -1.194921e-02 1.154031e-01 -7.517375e-02 -3.888559e-02
## [3725] -8.921428e-02 -1.345384e-01 -7.637611e-03 7.409336e-02
## [3729] -1.644125e-01 -3.247190e-02 -7.310900e-02 -7.722551e-02
## [3733] 1.214922e-01 -7.673564e-02 -2.227621e-02 -3.024475e-02
## [3737] 7.988206e-02 6.064649e-02 1.142952e-01 4.085729e-02
## [3741] 2.481727e-02 9.641407e-02 -6.705350e-02 -1.039885e-01
## [3745] -1.057085e-01 8.421056e-02 1.288588e-01 -2.164215e-02
## [3749] -7.808398e-02 -1.041839e-01 -1.358491e-01 2.402917e-01
## [3753] -3.532673e-02 -4.159658e-02 -3.303481e-02 6.154380e-03
## [3757] 1.062038e-01 2.305046e-01 1.760438e-01 -2.016140e-02
## [3761] 3.865750e-02 -1.027408e-01 -9.677713e-02 -3.490348e-02
## [3765] 1.452368e-01 -5.660901e-02 3.024958e-02 2.442764e-02
## [3769] 6.065407e-02 -6.311111e-02 -4.861342e-02 -1.895015e-02
## [3773] 2.455152e-02 1.812574e-01 1.724744e-01 -1.034838e-01
## [3777] -2.801772e-02 -1.584818e-01 -1.677530e-01 1.202362e-01
## [3781] -1.520625e-01 5.325905e-02 5.683389e-02 -1.166393e-01
## [3785] -6.425057e-02 -1.503484e-01 -2.311843e-01 2.120836e-02
## [3789] -1.965878e-02 -8.935185e-02 -1.959902e-01 6.437418e-02
## [3793] 7.526196e-02 -1.426727e-01 -1.037667e-01 6.570320e-02
## [3797] -1.312801e-01 -6.080299e-02 6.060729e-02 3.377806e-02
## [3801] -6.475638e-02 4.903311e-02 1.528656e-02 1.425804e-03
## [3805] 4.101035e-02 5.227569e-02 4.020648e-02 3.521889e-02
## [3809] -2.517946e-02 2.363935e-01 -8.715718e-02 7.678394e-03
## [3813] -1.261852e-01 9.273346e-02 5.019871e-02 -7.433112e-02
## [3817] 3.531580e-03 -2.211907e-01 -7.401764e-03 -7.940697e-02
## [3821] -7.326545e-02 1.101617e-01 1.085807e-01 9.477522e-02
## [3825] -1.951413e-02 -5.773214e-02 -5.318484e-02 -1.125467e-01
## [3829] 2.927513e-03 1.140185e-02 -7.785587e-03 1.727098e-02
## [3833] -1.472903e-01 7.990568e-02 -5.931518e-02 -1.922297e-02
## [3837] -9.181559e-02 1.734305e-02 -8.165292e-02 2.596360e-02
## [3841] 1.119829e-02 -1.881457e-02 -1.052298e-01 -7.873511e-02
## [3845] -4.867547e-03 5.083807e-02 -2.483580e-02 -1.222385e-01
## [3849] -2.053346e-01 8.297444e-02 -7.596528e-02 -1.951597e-02
## [3853] -2.267017e-01 3.643300e-02 -8.986901e-02 -4.808527e-02
## [3857] -1.024086e-01 2.390020e-01 1.423933e-01 6.839899e-02
## [3861] 1.195568e-01 1.197369e-01 8.712406e-02 -3.669467e-02
## [3865] -3.603358e-02 -1.768395e-01 -1.209076e-01 7.646409e-02
## [3869] 6.324414e-02 -4.994301e-03 -1.258087e-01 -1.058772e-01
## [3873] 5.992121e-02 -2.839504e-03 3.417689e-02 -1.151063e-01
## [3877] 1.437051e-01 -6.846670e-02 9.513023e-02 8.235099e-02
## [3881] -5.555687e-02 -7.159526e-02 2.936321e-02 -9.364889e-03
## [3885] -1.300904e-02 1.309109e-01 1.214944e-01 1.375283e-01
## [3889] 1.894527e-01 -5.022864e-02 1.810736e-01 1.410769e-01
## [3893] 1.271318e-02 -7.932464e-02 -9.332186e-02 4.687073e-02
## [3897] -5.694368e-03 -2.525496e-01 7.439814e-02 1.984624e-02
## [3901] 1.136832e-01 -1.074393e-01 -1.318067e-03 -7.601040e-03
## [3905] 1.364454e-01 1.426203e-02 -1.042717e-01 -3.520903e-02
## [3909] -1.394880e-02 -4.878786e-02 4.451347e-02 1.622466e-02
## [3913] 2.885534e-02 5.915011e-02 -1.596214e-02 3.073357e-02
## [3917] -3.537130e-02 2.255283e-03 -8.122644e-02 6.542068e-02
## [3921] 9.218563e-02 3.146340e-02 -1.615502e-01 -1.577831e-01
## [3925] 3.613449e-02 2.446454e-03 -1.185608e-01 -9.585610e-02
## [3929] -5.471671e-02 -1.243822e-01 2.246212e-02 5.124418e-02
## [3933] -6.997029e-03 -4.477667e-02 -7.416992e-02 -2.025309e-02
## [3937] -1.000813e-01 -1.081557e-01 1.717148e-02 1.685089e-01
## [3941] 1.580688e-01 1.606255e-01 -4.381816e-02 4.077339e-02
## [3945] -3.760138e-02 1.131139e-01 8.324531e-02 8.247999e-02
## [3949] -5.159804e-02 6.431489e-02 1.432877e-01 -6.736072e-02
## [3953] -4.598348e-02 -7.829677e-02 7.599535e-02 9.593866e-02
## [3957] 3.776653e-02 -9.911955e-02 6.812928e-02 1.037403e-01
## [3961] 2.899039e-03 8.574246e-02 1.661641e-01 -1.192681e-01
## [3965] 3.572938e-02 -9.068515e-02 -8.835859e-02 8.331444e-02
## [3969] -2.018975e-01 -2.602111e-01 5.081088e-02 -1.026798e-01
## [3973] -7.405365e-02 -1.029831e-01 3.210084e-02 -7.099487e-02
## [3977] 1.540273e-01 -3.443425e-02 -9.847863e-02 -1.172012e-01
## [3981] 1.791805e-01 4.924125e-02 -2.453893e-02 9.001159e-02
## [3985] 8.637919e-03 1.701776e-01 3.745146e-03 -9.191166e-02
## [3989] -9.617247e-02 -5.649881e-02 -2.271204e-02 -4.618153e-02
## [3993] -6.856885e-02 -1.180563e-01 -4.361340e-02 -3.453260e-02
## [3997] -2.100233e-02 1.352655e-01 -5.646073e-02 -5.096479e-02
## [4001] 1.472381e-02 -1.414090e-02 2.996725e-02 5.324122e-03
## [4005] 1.483141e-01 -7.033635e-02 -1.831335e-01 -1.003929e-01
## [4009] -6.327060e-02 -2.245971e-02 -4.435477e-02 -9.072412e-02
## [4013] -1.679317e-01 7.656952e-02 -1.403062e-01 -6.598930e-02
## [4017] 3.940977e-02 -1.415909e-02 -8.541929e-02 -7.263673e-04
## [4021] 1.116580e-01 4.509208e-02 6.182370e-02 -1.139531e-01
## [4025] 4.864442e-02 1.686643e-01 -1.994539e-02 9.316362e-02
## [4029] -3.977072e-02 1.923117e-01 6.638486e-02 9.126596e-02
## [4033] 2.323968e-02 -9.292295e-02 2.682762e-02 2.338302e-02
## [4037] 2.790228e-02 1.398485e-01 -3.060877e-02 1.051208e-02
## [4041] -1.920131e-01 1.140756e-01 -7.593399e-02 1.422431e-01
## [4045] 2.460053e-02 4.995132e-02 -1.118704e-01 9.874413e-02
## [4049] 9.143714e-02 8.626809e-03 -1.369068e-01 -6.792970e-02
## [4053] 4.501928e-02 -1.799872e-01 1.060014e-01 -1.718315e-01
## [4057] 3.192272e-02 3.435631e-02 9.803675e-02 -3.465653e-03
## [4061] -7.670517e-02 1.036046e-01 2.064058e-01 -4.525807e-03
## [4065] 1.327952e-01 4.963420e-02 -1.622703e-01 4.276562e-02
## [4069] -6.802603e-02 -3.666987e-02 6.137678e-03 3.272662e-02
## [4073] 8.225695e-02 -4.251543e-02 6.439626e-02 1.052788e-02
## [4077] -7.932482e-03 6.544102e-02 -7.178454e-02 1.188961e-01
## [4081] 8.797441e-02 1.103343e-01 6.957797e-02 -4.950274e-02
## [4085] 1.552839e-01 1.500371e-01 5.645711e-02 -1.057723e-01
## [4089] 1.153313e-01 -7.887379e-02 -1.632184e-01 -7.854792e-02
## [4093] 1.576143e-02 1.643813e-01 -3.718133e-02 -1.044239e-01
## [4097] 8.402309e-02 -1.738410e-02 -9.587626e-02 -3.931157e-02
## [4101] -6.843317e-02 5.152610e-02 2.510149e-02 -4.657403e-02
## [4105] -5.807258e-02 5.471793e-02 -2.113547e-01 -1.169612e-01
## [4109] -1.236660e-01 -8.643862e-03 -1.905646e-02 2.329097e-01
## [4113] -1.694097e-01 2.843114e-02 -3.250234e-02 -5.623618e-02
## [4117] -5.212779e-02 1.433078e-01 -6.163468e-02 1.559452e-01
## [4121] 1.664312e-02 -1.967878e-01 1.207227e-01 -2.065382e-02
## [4125] -1.521862e-01 1.034367e-01 -7.211565e-02 6.709379e-03
## [4129] 2.275265e-02 1.500409e-01 7.720847e-02 -2.733797e-02
## [4133] 2.055541e-02 -1.833213e-01 -1.208026e-01 1.319529e-01
## [4137] -5.504032e-02 -7.846907e-02 1.049028e-01 -2.433377e-02
## [4141] 1.237659e-01 -2.047190e-01 3.021387e-03 1.535059e-01
## [4145] 1.261964e-01 4.266131e-02 -1.332161e-01 -2.261874e-01
## [4149] -4.193487e-02 1.638706e-02 1.133840e-01 -1.290674e-01
## [4153] 5.551426e-02 -9.593208e-02 8.500312e-02 5.560138e-02
## [4157] 1.245847e-01 5.726262e-03 1.729694e-01 5.260833e-02
## [4161] 1.074539e-01 4.571822e-02 1.564143e-01 -1.039828e-01
## [4165] 1.633887e-02 1.091712e-01 4.265084e-03 2.598542e-02
## [4169] -1.441349e-01 9.358968e-02 -4.920841e-03 -2.326981e-01
## [4173] 1.099734e-01 -2.800899e-02 -8.379446e-02 -5.010198e-02
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## [4189] -9.681576e-02 8.572239e-02 -1.350933e-02 1.888954e-01
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## [4201] -8.237685e-02 -4.387617e-02 -4.905238e-03 9.808985e-02
## [4205] -1.668093e-01 -1.005531e-01 1.025355e-01 -3.266403e-02
## [4209] -1.607373e-01 2.428701e-01 -1.043688e-01 -6.109516e-03
## [4213] 3.633101e-02 -1.206251e-01 -1.915165e-01 8.545200e-02
## [4217] 1.009907e-01 1.290777e-01 2.368298e-03 -1.421044e-01
## [4221] 1.043180e-01 -7.930050e-03 -2.604240e-02 -7.291738e-02
## [4225] 1.153889e-02 4.327720e-03 4.237481e-02 6.354454e-02
## [4229] -1.039223e-01 -2.144722e-02 -1.484952e-01 -1.115187e-01
## [4233] -5.215981e-02 5.940524e-02 5.323029e-02 1.219303e-01
## [4237] 1.189762e-02 6.318685e-03 -1.295237e-01 -5.235153e-02
## [4241] 1.682141e-01 -5.734746e-02 -1.383668e-01 2.159837e-03
## [4245] -5.985911e-02 1.792561e-01 4.943644e-02 -1.819496e-01
## [4249] -2.242209e-01 1.997353e-01 2.098993e-02 -1.411500e-01
## [4253] 5.452454e-02 2.947525e-01 -3.522514e-02 1.935081e-03
## [4257] -2.812645e-02 8.947120e-02 6.408439e-02 -1.157974e-01
## [4261] -2.749602e-02 3.733923e-02 -1.297646e-01 -1.542764e-01
## [4265] -4.754583e-02 5.443997e-02 1.133606e-01 1.735602e-02
## [4269] 1.379346e-01 3.126557e-02 7.492601e-03 -6.321931e-02
## [4273] -9.652205e-02 -7.370836e-02 -1.397553e-01 -5.944201e-03
## [4277] -6.133857e-02 -9.384688e-02 5.163622e-03 -1.284975e-02
## [4281] 2.076340e-02 1.342246e-01 5.085760e-02 -1.894286e-01
## [4285] -1.018783e-01 -1.651026e-01 -8.418372e-02 -1.293901e-01
## [4289] -1.438641e-01 -1.338572e-01 5.619486e-02 2.375096e-01
## [4293] 9.686842e-02 -5.217393e-03 5.448883e-02 1.144746e-02
## [4297] 2.346744e-02 -8.038788e-02 -1.390883e-01 -6.217978e-02
## [4301] 1.299919e-02 -1.318785e-01 -7.100406e-03 -4.219105e-02
## [4305] -1.828301e-01 -1.306393e-01 7.302417e-03 -1.051240e-01
## [4309] -1.099622e-01 -8.752286e-02 2.263859e-02 6.801165e-02
## [4313] 1.526193e-01 2.108393e-02 1.388046e-01 -5.623198e-02
## [4317] 2.994241e-02 3.348761e-02 1.684359e-02 1.157512e-01
## [4321] 1.695606e-01 2.367852e-01 5.481919e-02 -1.198849e-01
## [4325] -6.649404e-02 6.479858e-02 3.376272e-02 -2.017134e-03
## [4329] -1.008337e-02 4.411823e-02 -5.852196e-02 1.319095e-01
## [4333] -3.380142e-02 9.053433e-02 -1.603372e-01 7.426046e-02
## [4337] -3.306811e-02 -7.978451e-02 -6.199537e-03 -7.872083e-02
## [4341] 1.102231e-01 1.570312e-01 -1.707427e-01 6.279070e-02
## [4345] -1.546425e-02 9.492873e-02 -3.367567e-02 -5.115198e-02
## [4349] 2.606381e-02 -5.021101e-02 -1.282278e-01 5.790990e-03
## [4353] 9.625475e-02 1.441674e-02 -5.432242e-02 1.375276e-01
## [4357] 6.642657e-02 1.853506e-01 -5.882427e-02 -9.905315e-02
## [4361] -7.762174e-03 8.354704e-03 -5.104194e-02 1.399664e-01
## [4365] 2.330101e-02 1.223053e-01 2.717708e-01 -9.419303e-02
## [4369] 5.871973e-02 2.695812e-03 2.278177e-01 -4.285955e-02
## [4373] 4.756096e-02 -3.076604e-02 -5.734219e-02 8.342387e-02
## [4377] 1.890072e-02 -1.040929e-01 9.762557e-02 -3.356694e-02
## [4381] 9.315119e-02 -1.294322e-01 4.843610e-02 -1.311590e-01
## [4385] 7.043342e-02 -2.665389e-02 -4.021765e-02 3.450314e-02
## [4389] 7.389678e-02 -6.228583e-02 -6.038929e-02 2.244673e-01
## [4393] -2.427487e-01 -9.349607e-02 1.365424e-01 -1.037875e-01
## [4397] 5.137297e-02 -5.231877e-03 -1.851326e-01 -2.124768e-02
## [4401] -2.163706e-01 1.481720e-01 -8.779467e-02 9.535431e-02
## [4405] -1.276457e-01 -2.220636e-02 8.352123e-02 9.895165e-02
## [4409] -2.034944e-02 -1.209971e-01 1.815054e-01 -2.074558e-01
## [4413] 7.491964e-02 -1.385943e-01 -9.678002e-02 7.559311e-02
## [4417] 8.309918e-02 1.824647e-01 3.225626e-02 4.507289e-02
## [4421] -2.846978e-02 -1.390396e-01 -2.308954e-02 8.647042e-02
## [4425] 8.088676e-02 1.417950e-01 -2.232930e-01 2.081682e-02
## [4429] 1.321949e-02 1.429068e-02 -9.021751e-02 4.327245e-04
## [4433] 5.679271e-02 -1.965671e-01 -4.901991e-02 -1.537127e-01
## [4437] -9.376846e-02 1.022321e-01 9.556876e-02 1.442550e-01
## [4441] -9.219990e-02 -2.588556e-02 -1.609646e-02 -4.152807e-02
## [4445] -4.135265e-02 1.177301e-01 3.921147e-03 -3.195970e-02
## [4449] -4.918212e-02 1.042283e-01 7.534605e-02 1.555494e-02
## [4453] -4.105671e-02 -4.049887e-02 -1.802443e-01 4.001985e-02
## [4457] 6.316945e-02 -6.474688e-02 -4.988128e-02 -5.844655e-02
## [4461] 2.496834e-02 4.540955e-02 -1.568033e-01 -6.797277e-02
## [4465] 5.970602e-02 -8.356482e-02 -4.895424e-02 2.743636e-02
## [4469] -4.993269e-02 3.840872e-02 -2.161172e-01 -2.160569e-01
## [4473] 2.337037e-01 -2.539633e-02 -7.849027e-02 4.995339e-02
## [4477] -1.576627e-01 -4.311259e-02 -8.399167e-02 8.224419e-02
## [4481] 1.206769e-01 1.497630e-02 1.269949e-01 -1.766944e-01
## [4485] 1.674470e-01 -9.706321e-02 1.871520e-03 1.384255e-01
## [4489] -1.033996e-01 2.414623e-01 -5.850072e-02 2.370683e-02
## [4493] -6.028104e-02 -6.637161e-02 -5.027642e-03 -5.670021e-02
## [4497] 6.495501e-02 -1.921233e-01 -1.001676e-01 1.048872e-01
## [4501] -5.345106e-02 1.038843e-01 -8.703998e-02 -1.333623e-01
## [4505] 4.113334e-02 -1.294232e-01 2.327782e-01 -3.787589e-02
## [4509] 9.873507e-02 8.202119e-02 -1.043605e-01 1.540605e-01
## [4513] -5.477343e-02 5.814107e-02 -2.491396e-01 1.694381e-01
## [4517] 3.561760e-02 -3.634547e-02 -7.145283e-02 -9.276989e-02
## [4521] 4.307213e-02 1.409224e-01 5.733038e-02 -2.038883e-01
## [4525] 1.395597e-01 -1.211645e-02 1.556690e-01 -5.146922e-02
## [4529] -1.104873e-01 -1.068497e-01 1.937857e-01 1.500492e-01
## [4533] -5.968483e-02 1.910884e-01 -1.739456e-01 -7.229914e-03
## [4537] -2.435396e-02 1.240197e-01 -7.240115e-02 -2.514698e-01
## [4541] -3.435831e-02 -1.670514e-01 -2.761163e-02 8.774111e-02
## [4545] -1.527033e-01 -1.054038e-02 1.567906e-02 4.132292e-02
## [4549] 9.817866e-03 -5.944190e-02 1.949545e-02 -1.088682e-01
## [4553] 4.155547e-02 -2.928253e-02 2.560827e-02 -8.949332e-02
## [4557] 4.900678e-02 -2.511310e-02 3.619660e-02 6.658712e-02
## [4561] -8.249818e-03 3.119056e-03 2.606112e-02 6.328173e-02
## [4565] -4.160952e-02 -2.199724e-02 5.329909e-02 2.092581e-02
## [4569] 3.930050e-02 3.014768e-02 7.639968e-02 -2.490989e-02
## [4573] 4.167812e-02 6.545052e-02 6.475415e-02 1.073669e-02
## [4577] 3.159009e-02 -6.178730e-02 4.512770e-02 2.699947e-02
## [4581] 1.823634e-01 1.237171e-01 1.318402e-02 -4.622497e-02
## [4585] -4.341133e-02 -8.642532e-02 -4.940699e-02 -3.276152e-02
## [4589] 2.667906e-01 1.443644e-02 -4.993399e-02 6.865887e-02
## [4593] -2.823860e-02 1.636806e-01 -1.010130e-01 -1.869166e-01
## [4597] 7.354437e-02 -3.355308e-02 8.256544e-02 -1.267545e-01
## [4601] -1.213000e-01 1.596379e-01 5.893069e-02 2.738660e-01
## [4605] 2.160337e-01 2.052764e-03 -1.060477e-01 -7.958051e-02
## [4609] -6.515398e-02 1.930896e-01 -7.431182e-02 -8.869340e-02
## [4613] -2.174615e-02 1.491803e-01 7.197649e-02 8.062676e-02
## [4617] 1.279097e-02 3.464765e-02 -6.555748e-04 -2.569535e-02
## [4621] 1.656034e-01 -2.738123e-02 -1.471390e-02 2.141791e-01
## [4625] -2.101643e-03 1.827036e-02 -5.048980e-02 2.164765e-01
## [4629] -2.789414e-01 -1.022362e-01 3.888451e-02 1.296128e-01
## [4633] 4.306645e-02 -1.431165e-01 1.112651e-02 1.049879e-02
## [4637] -5.729094e-02 1.162208e-01 -6.470995e-02 1.884890e-01
## [4641] 3.974281e-02 -2.332883e-01 1.109410e-01 -1.276588e-01
## [4645] -6.803423e-02 1.088489e-01 1.104373e-01 -8.805634e-03
## [4649] -1.020518e-01 8.043773e-02 -1.291517e-01 8.350776e-02
## [4653] -7.787280e-02 7.088297e-02 5.297983e-02 -5.148729e-02
## [4657] 5.585029e-02 -2.378025e-01 7.871109e-02 3.881244e-02
## [4661] 1.581606e-01 4.645218e-02 -2.415424e-01 3.276511e-01
## [4665] -1.008311e-01 5.607613e-03 2.995863e-01 1.252866e-01
## [4669] 3.403090e-02 -3.011742e-02 1.789529e-03 1.155066e-02
## [4673] 1.021426e-03 -1.092507e-01 -6.266017e-02 -9.361015e-02
## [4677] 1.068366e-01 2.476454e-02 -2.564384e-01 7.398671e-02
## [4681] -4.487863e-02 8.840865e-02 -8.291332e-03 -6.447732e-02
## [4685] -1.208642e-01 -2.595179e-01 -1.774909e-01 -4.679179e-02
## [4689] -1.285840e-01 8.544613e-02 1.167107e-01 -2.746740e-02
## [4693] -4.860242e-02 -5.793434e-03 -5.054977e-02 8.083580e-02
## [4697] -1.858229e-02 1.255713e-01 -8.017000e-02 2.614226e-01
## [4701] -5.197781e-02 -1.609476e-01 7.010324e-02 -1.846801e-02
## [4705] -2.899195e-02 1.456191e-02 -5.249073e-02 -5.882414e-02
## [4709] -5.665303e-02 7.406030e-02 1.274861e-01 1.117419e-01
## [4713] -4.018701e-02 -5.147592e-03 1.609345e-01 1.851202e-02
## [4717] 1.183733e-01 -1.801765e-01 -2.317592e-01 -7.608211e-02
## [4721] -1.471402e-02 1.630799e-02 -6.261341e-02 -1.391452e-01
## [4725] 5.764451e-02 2.132192e-02 -1.001746e-01 4.586429e-02
## [4729] -6.349144e-02 1.359457e-01 -7.733276e-02 -5.445262e-02
## [4733] 1.705502e-01 3.506713e-02 -3.140543e-01 -8.502489e-02
## [4737] 5.616772e-02 4.551760e-02 -2.141731e-01 1.602335e-01
## [4741] 4.966033e-02 3.505450e-02 -7.549168e-02 1.033267e-01
## [4745] 7.988672e-02 1.274853e-01 -1.298203e-01 -1.080581e-01
## [4749] 4.476557e-02 -3.168771e-03 8.066092e-02 -2.756701e-02
## [4753] -9.947466e-02 -1.217526e-01 2.591797e-02 -4.425774e-02
## [4757] 9.973575e-02 2.418885e-01 3.263917e-02 1.410863e-01
## [4761] 1.096594e-01 -1.296295e-01 -6.826695e-02 -1.616149e-01
## [4765] -1.325450e-01 -7.796869e-03 -1.039199e-01 -1.102231e-01
## [4769] -8.352501e-02 5.489570e-03 4.528623e-02 -7.250860e-02
## [4773] 7.403224e-02 -5.867819e-02 4.160270e-02 8.096051e-02
## [4777] -5.916101e-02 4.298705e-02 7.143542e-02 -4.658301e-02
## [4781] 3.642821e-02 -4.847614e-02 6.111524e-02 4.979881e-03
## [4785] -3.431433e-04 4.712017e-02 1.138473e-02 -1.078603e-01
## [4789] -5.140516e-02 1.095533e-01 2.291030e-02 -1.394122e-01
## [4793] 2.825343e-02 4.504432e-03 -3.243411e-02 6.735495e-02
## [4797] 1.204133e-01 1.545823e-01 5.929221e-03 -5.462792e-02
## [4801] 1.444956e-01 1.193467e-01 1.283038e-02 -2.634310e-03
## [4805] -1.279047e-01 -2.205560e-01 6.896167e-02 -9.454371e-02
## [4809] -3.302592e-02 1.441104e-01 1.645007e-01 1.302315e-01
## [4813] -1.637565e-02 -1.350555e-01 -1.400202e-01 4.621618e-02
## [4817] 1.093555e-01 5.908255e-02 -2.564344e-02 -2.052390e-01
## [4821] -5.146926e-03 1.040842e-02 7.218409e-03 7.917101e-02
## [4825] -9.908671e-02 5.702730e-02 5.351419e-02 8.843836e-02
## [4829] -6.598048e-02 1.247451e-01 -4.852575e-02 1.063626e-01
## [4833] -1.869573e-01 2.659583e-01 -1.245156e-01 -2.014715e-02
## [4837] -1.182440e-01 -1.316087e-01 7.260034e-02 -1.062423e-01
## [4841] -3.857898e-02 -1.465548e-01 1.334175e-01 -1.103395e-01
## [4845] -1.348757e-02 -4.466518e-02 3.812789e-02 -3.399243e-02
## [4849] -1.308610e-03 -1.747502e-01 6.028576e-02 8.322619e-02
## [4853] 7.606217e-02 1.025021e-01 9.064694e-03 -2.847755e-02
## [4857] 3.155935e-02 -3.642959e-02 2.712270e-02 6.227997e-02
## [4861] -4.177942e-02 1.479636e-02 -1.460036e-01 2.410672e-01
## [4865] -1.233207e-01 5.729713e-02 7.549915e-02 6.432684e-04
## [4869] -7.356809e-02 -9.630257e-02 -1.290346e-01 1.138377e-01
## [4873] -4.111220e-02 4.064177e-02 7.256274e-02 8.117963e-02
## [4877] -1.500178e-01 2.727548e-03 6.204545e-02 -1.849826e-02
## [4881] -8.003538e-02 -1.992026e-01 -3.963190e-02 -1.506748e-01
## [4885] -1.757853e-02 -1.147225e-01 2.534670e-02 -8.784827e-02
## [4889] -2.003187e-02 1.148778e-01 1.432452e-01 1.094277e-01
## [4893] 6.738501e-02 2.690255e-01 -2.230109e-02 7.304130e-02
## [4897] 1.874020e-02 -1.100752e-01 6.595150e-02 -1.006075e-01
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## [4905] 8.618860e-02 4.942100e-02 -1.077515e-01 -1.886337e-01
## [4909] 1.010032e-01 -1.005069e-01 8.318177e-02 -4.221196e-02
## [4913] -1.315921e-02 -8.491766e-02 -1.775124e-01 -8.086720e-02
## [4917] 8.063867e-02 -9.622553e-02 1.357022e-01 -3.520919e-02
## [4921] -3.468270e-02 4.496229e-02 -7.901176e-02 -3.875340e-02
## [4925] 1.537823e-01 2.116385e-02 -1.197179e-01 6.626946e-03
## [4929] -1.151829e-01 2.440077e-02 1.173649e-01 4.785505e-02
## [4933] 1.378138e-01 -2.129239e-01 -4.772593e-02 6.867645e-02
## [4937] 6.086148e-02 -3.275922e-02 2.260671e-01 1.193588e-01
## [4941] -3.091919e-02 8.470615e-03 2.156470e-01 -1.823214e-03
## [4945] -4.658105e-02 7.563140e-02 1.688742e-02 -1.469765e-01
## [4949] -1.797688e-01 1.032499e-01 5.306128e-02 1.493453e-01
## [4953] 1.070552e-01 -1.796428e-01 -1.168559e-01 1.545809e-02
## [4957] -2.859386e-02 7.784236e-02 -4.926249e-02 -2.255303e-02
## [4961] 7.549341e-02 -2.644999e-02 1.255571e-01 3.369141e-02
## [4965] 9.170697e-02 1.847282e-02 1.477650e-01 3.407179e-02
## [4969] 1.586535e-01 -6.050300e-02 -9.240725e-02 4.100523e-02
## [4973] 2.212153e-01 7.378616e-03 5.467499e-02 4.970905e-02
## [4977] -3.146042e-02 6.499318e-02 -9.572411e-02 1.282420e-01
## [4981] 6.733100e-02 3.688488e-02 -4.849633e-02 5.404650e-03
## [4985] -7.642746e-02 1.157443e-01 -2.303905e-01 -2.134800e-01
## [4989] 1.487591e-01 9.041793e-02 9.639805e-02 -6.028289e-02
## [4993] -6.238437e-02 4.670361e-02 -1.383302e-01 -7.752038e-02
## [4997] -3.628575e-02 5.820356e-02 -1.583754e-01 -2.566103e-02
## [5001] 4.196536e-02 6.658258e-02 1.588186e-02 -1.054212e-01
## [5005] 7.881178e-02 -1.153415e-01 -3.151455e-02 1.419017e-01
## [5009] 1.688315e-02 6.575552e-02 1.162245e-01 5.886844e-02
## [5013] 5.911097e-02 -4.344339e-02 -1.110195e-01 1.060446e-02
## [5017] -5.077192e-02 -1.369654e-01 7.974599e-02 9.773174e-02
## [5021] -1.369174e-02 -4.392278e-02 4.392117e-03 2.026123e-03
## [5025] -5.488325e-02 -8.659603e-02 -3.145657e-02 -5.145129e-02
## [5029] -1.092837e-01 2.265162e-02 -2.765242e-02 9.208494e-02
## [5033] -1.032919e-01 6.581268e-03 9.486504e-04 1.094393e-02
## [5037] -5.948298e-02 -8.341192e-03 1.310858e-01 2.619370e-02
## [5041] -1.248777e-01 1.494756e-01 -4.804865e-02 -1.560566e-01
## [5045] -7.155283e-02 2.721317e-02 2.429850e-01 -9.278294e-03
## [5049] -1.075168e-01 1.482772e-01 -9.018267e-03 -1.179906e-01
## [5053] 2.538782e-02 5.557255e-02 4.309153e-03 1.601274e-01
## [5057] -6.505500e-02 -2.808609e-02 -4.751888e-02 1.528703e-02
## [5061] 7.155896e-02 -1.848416e-01 -1.096153e-02 -2.312727e-02
## [5065] -6.428670e-03 -4.980572e-02 5.198337e-02 -1.634914e-03
## [5069] -9.431227e-02 -2.157018e-02 4.410882e-02 1.046339e-01
## [5073] 1.465701e-01 -4.853493e-02 -6.349134e-03 1.468264e-01
## [5077] 1.313118e-02 3.530429e-02 6.661563e-02 -1.437630e-01
## [5081] -4.619747e-02 -8.402378e-02 1.160951e-01 -1.817619e-01
## [5085] -6.113272e-02 -8.332994e-02 -5.633586e-02 -2.810890e-02
## [5089] -8.772287e-02 -1.501398e-01 7.669203e-03 -3.529942e-02
## [5093] 4.239873e-04 -8.080844e-02 -4.010653e-02 7.028359e-02
## [5097] 5.500903e-02 1.027437e-01 -4.988377e-03 -1.669131e-01
## [5101] -2.446015e-02 -8.115352e-02 1.147447e-01 -4.731016e-02
## [5105] -1.355514e-01 8.432835e-02 -9.284839e-02 -2.870502e-01
## [5109] 1.199888e-01 -1.197123e-01 9.519618e-02 -5.883300e-02
## [5113] 1.123139e-02 5.662278e-02 -2.826961e-03 -8.353111e-03
## [5117] 1.414397e-01 1.413465e-02 1.581683e-01 7.018461e-02
## [5121] -5.134652e-03 -4.920488e-02 -4.476094e-02 1.184980e-01
## [5125] 1.664699e-01 -1.514456e-01 2.903224e-02 -1.482727e-01
## [5129] -2.153890e-02 -1.339030e-02 1.080660e-01 1.391863e-01
## [5133] 1.490285e-01 -1.194731e-01 7.129026e-02 -1.148388e-01
## [5137] 7.289968e-02 8.144645e-02 9.914782e-02 -3.795880e-03
## [5141] -8.859311e-04 9.926259e-02 -1.030302e-02 4.976297e-03
## [5145] 3.396515e-02 9.459091e-02 -4.449871e-02 -3.156273e-02
## [5149] 9.097962e-02 -3.733439e-02 1.025535e-02 1.790573e-01
## [5153] 7.580484e-02 -1.445213e-01 6.260954e-02 1.094336e-01
## [5157] -1.368552e-01 1.179988e-01 1.269900e-01 -4.246789e-02
## [5161] -5.377375e-03 1.141884e-02 1.229430e-01 -9.089349e-02
## [5165] 8.713859e-02 -6.880116e-02 -1.725160e-01 -7.808860e-02
## [5169] 1.579188e-01 -7.982101e-05 -1.630574e-03 -1.823566e-02
## [5173] 5.900701e-02 1.287739e-01 -5.207598e-02 4.687734e-02
## [5177] 6.377783e-02 6.377476e-02 -3.618848e-02 9.062871e-02
## [5181] 8.915032e-02 -1.167538e-01 -9.280673e-02 -9.062833e-02
## [5185] -8.231812e-03 4.924044e-02 1.225401e-01 -7.683731e-02
## [5189] -6.939082e-03 -9.072367e-02 1.812206e-02 -2.665136e-02
## [5193] -2.583072e-01 3.476300e-02 -1.310244e-02 -1.290036e-01
## [5197] -8.764324e-02 3.861634e-02 1.047168e-01 -2.026370e-03
## [5201] 7.372492e-02 4.084894e-02 -5.214333e-02 7.098184e-02
## [5205] 6.747260e-02 -1.047983e-01 9.986450e-02 -3.262356e-02
## [5209] 3.001118e-02 8.658801e-02 -6.877584e-02 3.474112e-02
## [5213] 2.199527e-02 -6.198726e-02 1.251490e-01 2.112836e-02
## [5217] 2.399243e-02 -9.014053e-02 -7.191487e-02 -1.593965e-01
## [5221] -6.151709e-02 -9.400465e-02 -5.143661e-02 2.141149e-01
## [5225] 8.645650e-02 -1.298546e-01 -1.298743e-01 -3.996168e-02
## [5229] -6.042457e-02 -4.825877e-02 7.712974e-02 -1.102864e-01
## [5233] -1.566424e-01 1.050739e-01 3.307642e-02 -4.906907e-02
## [5237] 4.836838e-03 1.195432e-01 -6.194082e-03 -1.348238e-01
## [5241] 7.304029e-02 2.877912e-02 4.939433e-02 -1.476422e-02
## [5245] 1.104606e-01 8.012137e-02 1.374311e-01 2.479619e-02
## [5249] 2.593088e-02 -5.802112e-02 -4.682608e-02 -7.721496e-02
## [5253] -8.284983e-03 -2.335033e-01 1.898544e-01 2.299999e-02
## [5257] -8.925545e-02 1.229668e-02 -1.424998e-02 -2.267266e-02
## [5261] 7.304596e-02 3.812959e-02 9.115215e-02 -2.597377e-02
## [5265] -6.546380e-02 -8.821417e-04 -2.813042e-02 -1.050968e-01
## [5269] -2.365372e-01 5.945960e-02 -1.880682e-01 3.394654e-02
## [5273] -1.362895e-01 1.758678e-03 -6.437303e-02 1.754287e-01
## [5277] -1.278195e-01 1.098275e-02 1.346255e-02 8.666889e-02
## [5281] -9.552012e-02 -1.011009e-01 2.844205e-02 9.477163e-02
## [5285] -3.380407e-02 5.007512e-02 1.253701e-02 -3.184327e-03
## [5289] 7.718053e-03 9.751857e-02 3.643983e-02 1.237734e-02
## [5293] -6.752081e-02 -1.468277e-01 1.381971e-01 5.024925e-02
## [5297] -3.999998e-02 1.559439e-01 -6.941334e-02 7.409203e-02
## [5301] 1.049084e-01 5.607696e-02 -1.341283e-01 -5.779563e-02
## [5305] 1.165490e-01 -7.671455e-02 6.954805e-02 3.529259e-02
## [5309] -1.960231e-01 -7.899966e-02 -8.510001e-02 -4.480388e-02
## [5313] -2.539881e-02 8.594062e-02 7.199635e-02 4.664953e-02
## [5317] -4.896475e-02 1.387661e-01 1.223067e-02 -6.502671e-02
## [5321] 1.242351e-02 1.887531e-01 2.052740e-02 3.865012e-02
## [5325] -1.079755e-01 2.078701e-02 1.885381e-01 -9.278456e-02
## [5329] 5.085291e-02 -6.124498e-02 -5.048846e-02 -1.777505e-01
## [5333] -1.916177e-02 4.021976e-03 -6.238746e-03 2.205855e-01
## [5337] 5.469455e-02 -1.576119e-01 -1.252009e-01 -3.384581e-02
## [5341] 9.611983e-03 -8.870883e-02 -6.998113e-02 -1.455662e-01
## [5345] 1.577845e-01 3.804259e-02 -1.312495e-01 6.208308e-02
## [5349] 2.840876e-01 -8.993205e-03 -3.485545e-02 -4.516359e-03
## [5353] -8.359152e-02 3.403717e-02 -2.179928e-02 7.626865e-02
## [5357] 2.521514e-03 -1.580318e-01 1.582241e-01 9.739539e-02
## [5361] -9.435991e-02 7.295892e-02 2.348980e-01 -9.554121e-03
## [5365] -1.262550e-01 8.455003e-02 7.745137e-02 8.428689e-02
## [5369] -8.016408e-03 4.960369e-03 -1.774993e-01 -8.023425e-03
## [5373] 1.233722e-02 9.882914e-02 3.928792e-02 -2.980295e-02
## [5377] 5.796831e-02 -5.261670e-02 1.340225e-01 7.982137e-02
## [5381] -3.025773e-01 -7.572305e-02 7.017499e-03 -7.434670e-02
## [5385] 3.652345e-02 1.233266e-01 -2.349494e-02 2.472364e-01
## [5389] 2.881121e-02 -1.944343e-01 1.787868e-02 7.502956e-02
## [5393] -2.875482e-02 -2.634214e-02 -5.423944e-02 1.484554e-01
## [5397] -1.273702e-01 5.954935e-02 -6.025986e-02 7.146084e-02
## [5401] 8.019060e-02 -1.880315e-03 8.916944e-02 -7.455597e-02
## [5405] 1.516655e-01 -1.139832e-02 -1.396490e-01 6.868148e-02
## [5409] -2.001379e-01 -1.143693e-01 -2.387191e-02 1.038779e-03
## [5413] -4.568028e-02 1.285394e-01 1.855894e-01 9.001406e-02
## [5417] -1.256859e-01 -2.106178e-01 -1.690835e-01 4.320371e-02
## [5421] 1.400110e-01 -9.928177e-02 -1.664913e-02 4.048194e-02
## [5425] -7.841762e-02 1.057756e-01 1.354365e-01 -2.044553e-01
## [5429] 4.095521e-02 1.726427e-02 -1.233629e-01 6.697018e-02
## [5433] -5.719269e-02 -1.012549e-01 -7.257322e-02 1.040387e-02
## [5437] -6.934834e-02 2.424971e-01 2.890918e-01 -2.063908e-01
## [5441] 2.188073e-01 7.315037e-02 -8.531689e-02 2.334930e-02
## [5445] 1.989192e-02 -5.965895e-02 7.903273e-02 -3.375214e-04
## [5449] 3.598040e-02 3.160291e-02 2.238043e-02 -9.078691e-02
## [5453] 1.299178e-01 2.058989e-01 -3.452040e-02 3.309895e-02
## [5457] -2.523894e-02 4.261653e-02 6.265337e-02 2.315413e-01
## [5461] 4.988515e-03 -1.147103e-01 -8.335306e-02 1.918321e-03
## [5465] 1.533202e-03 9.432340e-03 2.826167e-01 1.795361e-01
## [5469] -2.572604e-02 6.152843e-02 -4.709528e-04 -3.418719e-02
## [5473] -1.354880e-02 -5.674539e-02 -8.424606e-03 6.017547e-02
## [5477] -8.046385e-02 8.983275e-02 -3.829040e-02 2.582402e-02
## [5481] -3.254507e-02 -4.206506e-02 7.417981e-02 7.724524e-02
## [5485] 9.310384e-03 2.217618e-01 -1.183749e-01 -1.044528e-01
## [5489] -2.082074e-02 -4.732906e-02 -2.121402e-01 -2.783053e-02
## [5493] 3.983883e-02 9.476915e-02 1.126670e-01 -8.308455e-02
## [5497] -7.052016e-02 9.653012e-02 -2.576167e-01 9.601785e-03
## [5501] -7.916991e-02 4.555244e-02 -1.501516e-01 -6.462308e-03
## [5505] 9.264782e-02 4.271270e-02 1.291341e-01 -1.185812e-01
## [5509] -1.051106e-01 6.193246e-02 6.986133e-02 5.765265e-02
## [5513] 7.731406e-02 2.823875e-02 5.223097e-02 -1.186515e-01
## [5517] -1.408075e-01 -3.210193e-02 -1.030340e-02 -1.169638e-01
## [5521] -1.846923e-01 -1.704695e-02 -3.184365e-02 4.641527e-02
## [5525] -2.127944e-01 -1.801779e-01 -1.273717e-01 -3.511242e-03
## [5529] 1.495909e-02 7.951329e-02 -1.543782e-01 -8.095091e-02
## [5533] -1.138156e-01 8.840366e-02 6.609595e-02 -6.868769e-02
## [5537] -9.849290e-02 3.048861e-02 5.688509e-03 9.112565e-02
## [5541] -6.482602e-02 -1.544403e-02 4.065960e-03 4.102972e-02
## [5545] 1.492696e-01 -1.816151e-01 3.592808e-02 -1.303147e-01
## [5549] 1.286973e-01 -4.070542e-02 -2.340893e-01 -1.781349e-02
## [5553] -1.114258e-01 1.910940e-01 -5.812892e-02 -1.569129e-01
## [5557] 8.923477e-02 -4.975598e-02 2.938240e-02 -1.285747e-01
## [5561] 4.732072e-02 4.343997e-02 -2.056245e-02 1.594452e-02
## [5565] -3.744653e-02 3.299903e-02 3.850030e-03 2.617771e-01
## [5569] -6.766075e-02 -1.447347e-02 7.402821e-03 1.861154e-02
## [5573] -3.844232e-02 -1.161655e-01 -3.455591e-02 -8.683315e-02
## [5577] 3.597019e-02 -6.479917e-02 2.711057e-02 2.351536e-02
## [5581] -2.958819e-02 -6.850550e-02 -1.911129e-01 4.254316e-02
## [5585] -5.470671e-03 -9.457415e-02 -1.223862e-01 -1.120940e-01
## [5589] 7.848137e-02 -2.348137e-02 -3.578444e-02 -9.062658e-02
## [5593] 2.733448e-02 -9.104998e-02 1.089278e-01 -7.633324e-02
## [5597] 2.299385e-02 4.987437e-02 1.168825e-01 -1.712865e-01
## [5601] 3.912828e-02 -1.812365e-02 -6.837299e-02 -2.604336e-03
## [5605] 9.980902e-02 -1.373784e-01 -1.331605e-01 -5.680324e-02
## [5609] -5.739031e-02 -6.530491e-02 -8.431299e-03 4.260840e-02
## [5613] 1.704833e-01 1.750162e-01 9.109953e-02 2.711434e-01
## [5617] -3.223637e-02 -5.544306e-02 2.059193e-01 -2.309806e-01
## [5621] -7.617701e-02 -6.087669e-02 -7.565798e-02 -1.281211e-03
## [5625] -1.551972e-01 -1.362437e-01 -9.027993e-02 3.431369e-02
## [5629] -1.272250e-01 -3.263531e-02 -6.785801e-02 1.529489e-01
## [5633] 7.123353e-02 1.668915e-01 -5.799755e-02 8.734120e-02
## [5637] 3.202387e-02 -5.254822e-02 -1.804328e-01 -1.430787e-02
## [5641] 2.440443e-02 -3.877802e-03 6.941931e-02 -1.232923e-01
## [5645] 2.479627e-01 -7.871463e-02 1.441010e-02 2.305494e-02
## [5649] -2.128806e-01 -7.786729e-02 1.667687e-03 8.248819e-02
## [5653] 6.611089e-03 8.881685e-02 -1.781402e-01 -1.122308e-01
## [5657] -1.113397e-01 2.143213e-02 3.523640e-04 2.029302e-03
## [5661] 1.762151e-02 -1.600813e-01 -1.695609e-02 1.480911e-03
## [5665] 5.150949e-02 1.624822e-01 7.326298e-02 -5.529584e-02
## [5669] 4.867367e-03 7.852529e-02 1.034148e-01 -4.922045e-02
## [5673] 4.600353e-02 -2.243469e-02 1.163012e-01 7.005919e-02
## [5677] 1.110776e-01 -2.031848e-01 -1.088856e-01 1.081729e-02
## [5681] 1.031898e-01 -5.448862e-02 1.497909e-01 1.139293e-01
## [5685] -7.581732e-03 2.436306e-01 -1.350578e-01 1.175784e-01
## [5689] 5.545775e-02 1.168300e-01 -2.929951e-03 1.482681e-02
## [5693] -7.607379e-02 1.325467e-01 3.239690e-02 1.174186e-02
## [5697] 1.252091e-02 3.716946e-02 1.182528e-01 -2.198649e-02
## [5701] 1.430078e-01 -1.403438e-01 -1.407812e-02 -4.598835e-02
## [5705] 8.636720e-02 3.950022e-02 -6.259384e-02 1.850398e-01
## [5709] 6.125286e-02 2.631419e-01 4.983332e-04 -1.617496e-01
## [5713] -7.474416e-02 -9.547304e-02 7.326241e-02 -5.893920e-02
## [5717] 7.139996e-03 -1.067014e-01 -5.102419e-03 2.946067e-02
## [5721] -1.532403e-01 -1.083014e-01 7.022620e-02 2.685050e-02
## [5725] 2.468871e-02 -1.885290e-02 -2.524984e-02 -1.750260e-01
## [5729] 1.671209e-01 3.779417e-02 5.894251e-02 -1.256391e-01
## [5733] 8.171236e-02 -1.219479e-01 -1.264915e-01 3.009688e-02
## [5737] -2.626496e-02 -3.661792e-02 4.202071e-02 -1.385723e-03
## [5741] 3.171450e-02 -4.925186e-02 -6.156977e-02 8.581111e-02
## [5745] 1.074260e-01 4.572511e-02 1.500041e-01 1.567309e-01
## [5749] 2.062125e-02 2.514814e-02 -6.843291e-03 -3.466592e-02
## [5753] 1.246971e-03 -1.289779e-01 -1.973625e-02 2.050020e-01
## [5757] -8.742547e-02 8.893427e-02 1.344223e-01 -2.298800e-01
## [5761] -1.302952e-01 -3.107164e-02 6.527197e-02 1.752977e-04
## [5765] -1.324987e-01 -3.146221e-02 -6.409986e-02 -5.658104e-02
## [5769] 7.155809e-02 -4.139562e-02 -8.411723e-02 1.163319e-01
## [5773] -2.694381e-02 2.141824e-03 1.949079e-02 1.682645e-01
## [5777] 8.503344e-03 3.977146e-02 -6.379225e-02 -2.655054e-02
## [5781] 6.343834e-02 1.123190e-02 -1.504247e-01 1.432774e-02
## [5785] -1.180977e-01 1.253524e-01 9.239571e-02 -1.411974e-01
## [5789] 5.750397e-02 -6.268773e-02 -1.877835e-02 -3.949268e-03
## [5793] -4.817909e-02 1.991342e-01 -6.347945e-02 -2.154943e-01
## [5797] 7.656159e-02 -1.907289e-01 -1.367008e-01 9.164034e-02
## [5801] 6.460102e-03 4.341873e-02 -7.367280e-02 -3.517366e-03
## [5805] 4.138642e-02 -9.431140e-02 -6.196003e-02 -8.343365e-02
## [5809] -1.081226e-01 1.914852e-01 4.001405e-02 -8.057880e-02
## [5813] 9.160287e-02 3.596587e-03 9.893913e-02 3.262830e-02
## [5817] 1.858324e-02 -2.007156e-01 5.833893e-02 1.155573e-01
## [5821] 8.045595e-02 1.184397e-01 6.507080e-02 1.713114e-03
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## [5837] -2.029506e-01 1.305297e-01 8.005401e-03 8.619644e-02
## [5841] -6.899378e-03 -7.562974e-02 3.231015e-02 -2.687863e-02
## [5845] 3.773190e-03 -2.500277e-02 -4.601650e-02 -1.991602e-02
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## [5853] -5.851571e-02 -8.091902e-02 -9.187906e-02 3.552745e-02
## [5857] 8.215575e-02 -4.435593e-02 1.308630e-01 4.333941e-02
## [5861] 2.946799e-01 -1.197709e-01 -1.776770e-01 2.104727e-03
## [5865] 5.781930e-02 2.006794e-02 -1.569542e-01 2.102398e-01
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## [5873] -1.600342e-01 -1.716921e-01 -4.422657e-02 -5.417680e-03
## [5877] 4.551462e-02 -1.504956e-01 3.483446e-04 -2.013957e-02
## [5881] -2.657654e-02 1.113553e-01 -6.881461e-02 8.323675e-02
## [5885] -9.163499e-03 4.041466e-02 -1.760234e-01 3.910844e-02
## [5889] 1.791259e-01 -1.251919e-01 -2.918477e-02 1.390054e-01
## [5893] 4.952357e-02 2.938318e-02 3.643329e-02 -1.497986e-02
## [5897] 7.768826e-02 -1.831321e-03 -1.157174e-01 -1.745611e-02
## [5901] -1.664209e-01 -5.902594e-02 -5.104985e-02 -2.649443e-02
## [5905] 1.598466e-01 -8.533724e-02 -1.034026e-01 7.319572e-02
## [5909] -6.331841e-02 -7.969324e-02 1.159874e-02 -1.335849e-01
## [5913] -4.927164e-03 -1.608812e-01 -1.588767e-02 -7.274901e-02
## [5917] -8.022725e-02 -3.548972e-01 1.759593e-01 -1.707895e-01
## [5921] 1.054292e-02 -3.430012e-02 -1.400436e-01 -4.219597e-02
## [5925] -3.606328e-02 2.664058e-02 4.193111e-02 -7.012629e-02
## [5929] 3.787334e-02 -3.427310e-02 -1.436727e-01 -3.158774e-02
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## [5937] -1.199640e-01 -6.607467e-02 8.726226e-02 2.074263e-02
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## [5945] 9.438028e-02 -2.942454e-02 -3.067330e-02 -7.129771e-02
## [5949] 1.438486e-02 5.643926e-02 1.872129e-02 1.547033e-01
## [5953] 4.062116e-02 2.740899e-02 -1.364408e-01 -3.269669e-02
## [5957] -1.746854e-02 -2.160336e-02 1.172777e-01 1.062766e-01
## [5961] 3.675062e-02 2.426108e-02 -5.162065e-02 -2.038174e-01
## [5965] -9.868358e-02 -1.259309e-01 -4.286758e-02 2.373976e-01
## [5969] -1.012455e-01 -1.806320e-02 -1.401652e-01 -2.201356e-01
## [5973] -1.168250e-01 1.422848e-01 4.511869e-02 2.810303e-02
## [5977] 4.365472e-02 3.158195e-02 1.866176e-02 1.714829e-01
## [5981] -9.170691e-02 -1.053746e-01 -2.685546e-02 1.094994e-01
## [5985] 7.020721e-02 -1.253010e-01 1.251529e-01 7.029223e-02
## [5989] 7.235215e-02 -4.573961e-02 6.086677e-02 -7.168603e-02
## [5993] -1.776168e-02 -2.135826e-03 1.046982e-01 -3.279426e-02
## [5997] 7.376140e-02 -6.733072e-02 1.136775e-01 -6.116874e-03
## [6001] -3.225647e-01 5.405107e-02 1.805376e-01 -2.624329e-02
## [6005] -1.636391e-01 3.542956e-02 2.225445e-01 -9.826126e-02
## [6009] 1.831347e-01 1.116801e-01 -6.581921e-02 7.985786e-02
## [6013] -3.505132e-02 1.071783e-01 -3.479859e-02 9.471052e-02
## [6017] -9.002015e-02 6.490618e-02 2.175661e-02 1.762433e-02
## [6021] 9.424301e-03 5.794472e-02 -3.040568e-02 -2.209636e-01
## [6025] -2.342093e-01 1.553805e-01 2.598062e-02 7.734850e-02
## [6029] 5.890982e-02 1.428462e-01 -7.934774e-03 -1.545660e-02
## [6033] 2.653959e-01 1.406785e-01 -8.494153e-02 1.535960e-01
## [6037] -2.564108e-01 -8.825460e-02 1.911189e-01 -4.132635e-02
## [6041] 3.411188e-02 1.290040e-01 -3.453469e-02 -1.759306e-01
## [6045] 4.964063e-02 7.624469e-02 1.291007e-02 -6.626509e-02
## [6049] -3.936633e-02 -9.634351e-02 8.872444e-02 2.220661e-01
## [6053] 1.035880e-02 -4.090620e-02 -3.928770e-02 1.185999e-01
## [6057] 7.307550e-02 -5.734910e-02 2.050098e-01 6.293922e-02
## [6061] 3.647694e-02 -2.020785e-01 6.914883e-02 1.160098e-02
## [6065] -1.738033e-02 9.037057e-02 3.762668e-02 1.865451e-02
## [6069] -6.856305e-02 -1.408091e-01 -8.206635e-02 8.398281e-02
## [6073] -7.066036e-02 -1.089215e-02 -1.348442e-01 -7.805425e-02
## [6077] 8.539367e-03 1.352843e-01 -2.271406e-02 1.476294e-01
## [6081] -8.793430e-03 -7.993940e-02 -5.820234e-02 8.970413e-02
## [6085] -7.526146e-02 -2.775449e-02 -8.871060e-03 -5.863425e-02
## [6089] -1.412688e-01 4.528124e-03 -1.511495e-01 -1.520732e-01
## [6093] 6.001355e-02 -2.065600e-01 4.447482e-02 -9.209221e-02
## [6097] 8.606449e-02 1.535039e-01 -8.372432e-02 8.807760e-03
## [6101] -1.910833e-03 1.381157e-01 7.493212e-02 -2.561292e-01
## [6105] -7.758070e-02 -5.976829e-02 7.758872e-02 -1.680848e-02
## [6109] -2.794968e-01 4.951533e-02 5.746219e-02 -4.421085e-02
## [6113] -4.738582e-02 -1.501465e-01 6.636021e-02 2.012246e-02
## [6117] 1.137700e-01 -4.347666e-02 -3.397115e-02 -2.020717e-01
## [6121] -1.741558e-01 -1.257056e-01 6.409426e-02 2.175816e-01
## [6125] 1.616480e-01 3.798588e-02 -2.549301e-02 7.122798e-02
## [6129] 1.317262e-02 -9.947460e-02 3.097585e-02 9.557185e-02
## [6133] -5.935722e-02 9.647153e-02 -2.731325e-02 2.260577e-01
## [6137] 1.951002e-01 -1.014244e-01 -1.940008e-02 2.857321e-02
## [6141] 4.831833e-02 -1.716299e-01 -6.538609e-02 -1.819147e-02
## [6145] 1.035089e-01 5.621700e-02 4.280323e-02 -5.157283e-02
## [6149] 8.135971e-02 -6.113448e-02 -5.274869e-02 3.881471e-02
## [6153] -3.225970e-02 -9.736055e-04 3.528166e-02 -9.388578e-02
## [6157] -9.961004e-02 1.005098e-01 7.815474e-03 -3.155141e-02
## [6161] -1.294453e-01 -2.082698e-01 8.443393e-02 1.594878e-01
## [6165] -4.385179e-02 6.776461e-02 2.279629e-01 4.682510e-02
## [6169] -7.486861e-02 -4.106590e-02 3.524487e-02 -2.896265e-02
## [6173] -1.966146e-01 1.191855e-01 -2.554758e-03 -5.989898e-02
## [6177] -4.799908e-02 -7.885301e-02 5.311265e-02 4.002521e-02
## [6181] 1.919067e-01 1.740504e-01 -7.965147e-02 -2.364024e-02
## [6185] 1.205032e-01 7.542967e-02 -2.547820e-02 -2.106312e-02
## [6189] 2.960895e-02 -2.090706e-02 1.399545e-01 1.126960e-01
## [6193] -1.793703e-02 -1.252879e-01 -2.137664e-01 7.092056e-02
## [6197] -1.192755e-02 2.548310e-02 1.381948e-02 -1.039672e-01
## [6201] -5.646894e-02 -5.961748e-03 -2.498540e-02 1.503230e-01
## [6205] -5.767168e-02 2.124167e-02 1.888918e-01 1.101708e-02
## [6209] 7.635458e-02 2.604587e-02 -1.520191e-01 7.467324e-02
## [6213] -1.626599e-01 4.792456e-02 1.383278e-02 -7.795980e-02
## [6217] -7.237193e-02 -7.316327e-02 -1.826835e-01 -3.536947e-02
## [6221] 9.425083e-02 8.395063e-02 -3.505894e-02 -5.026104e-02
## [6225] -1.578771e-01 -7.461513e-02 -1.918613e-01 -4.349298e-02
## [6229] -1.200653e-01 1.375251e-01 1.739724e-01 3.397690e-02
## [6233] -9.737511e-02 1.031830e-01 -1.753922e-01 7.219287e-02
## [6237] -5.388974e-02 2.604880e-02 -8.185597e-02 -9.793280e-02
## [6241] 3.486538e-02 -1.182854e-02 -4.991089e-02 1.934334e-01
## [6245] 2.092503e-01 4.653195e-02 -6.225139e-02 -9.548157e-03
## [6249] 5.666428e-02 -1.280192e-01 6.776870e-02 9.357975e-03
## [6253] 2.733527e-02 -8.048710e-02 1.310678e-01 -6.708434e-02
## [6257] -1.259560e-02 3.045956e-02 8.946654e-02 -9.040622e-03
## [6261] -8.342692e-02 -3.601295e-02 -7.461665e-02 7.465205e-02
## [6265] -1.065367e-01 7.834180e-02 -4.915688e-02 8.026597e-02
## [6269] 5.908176e-02 -2.048850e-01 5.703472e-03 -2.920947e-03
## [6273] 2.976682e-02 -2.991413e-02 1.695673e-01 1.298692e-01
## [6277] -1.355118e-01 -2.449063e-02 -1.895729e-01 -6.340236e-02
## [6281] 6.436125e-02 -1.636611e-01 1.122373e-01 3.703140e-02
## [6285] 1.354673e-01 5.167322e-02 -8.237820e-03 6.374420e-02
## [6289] 9.336384e-02 5.656938e-02 1.162493e-01 2.661979e-01
## [6293] 1.516965e-02 6.022349e-02 1.493478e-01 -5.116428e-03
## [6297] 1.708083e-01 4.215634e-02 -5.613685e-03 7.744080e-02
## [6301] 1.018221e-01 8.652382e-02 8.129306e-03 5.549990e-02
## [6305] -3.595452e-02 2.915250e-02 1.091101e-01 -1.144375e-01
## [6309] 6.197006e-02 -1.068016e-01 -2.423658e-01 2.776778e-02
## [6313] 3.566792e-02 1.706909e-01 -8.096826e-02 -1.069542e-01
## [6317] 7.971885e-03 -3.610288e-03 -2.068715e-01 1.043974e-01
## [6321] 2.051309e-02 3.611986e-02 8.505766e-02 -4.454253e-02
## [6325] 2.502822e-02 4.230690e-02 -5.071580e-03 4.151997e-02
## [6329] 7.842279e-02 -1.600546e-02 -1.904795e-02 -6.276744e-02
## [6333] 5.866288e-02 -1.378793e-01 -4.967357e-02 -1.289843e-01
## [6337] 4.855373e-02 1.959538e-01 -1.070035e-01 -5.668630e-02
## [6341] -9.757856e-02 7.174617e-02 -8.712499e-02 3.232990e-02
## [6345] 1.343470e-02 1.828454e-02 -6.605503e-03 1.716161e-02
## [6349] 2.643240e-02 9.984780e-02 -4.519620e-02 -1.385226e-01
## [6353] 5.675325e-02 7.385168e-02 -2.787670e-02 2.324813e-03
## [6357] 1.259279e-01 7.689635e-02 -1.474159e-01 -1.210454e-01
## [6361] -9.854766e-02 5.175291e-02 1.156384e-01 -9.621216e-02
## [6365] -2.750288e-02 9.532637e-02 6.646133e-02 6.866730e-02
## [6369] -1.486851e-01 -1.772145e-01 4.856077e-02 -8.423658e-03
## [6373] 7.223385e-02 -1.786184e-01 1.562890e-01 4.226664e-02
## [6377] 1.129900e-01 -1.116531e-01 2.389213e-03 3.089786e-02
## [6381] 1.209231e-01 3.649668e-02 5.605411e-02 3.169168e-02
## [6385] -6.976592e-02 -7.838787e-02 -5.461567e-02 1.373582e-01
## [6389] -7.714555e-02 5.882581e-02 -7.520034e-02 -2.514234e-02
## [6393] 1.657807e-03 6.633362e-02 -4.651061e-02 1.222797e-02
## [6397] -1.932307e-01 1.892222e-01 7.598280e-02 4.888291e-02
## [6401] -4.810121e-02 -1.453996e-02 -5.990336e-02 1.499275e-02
## [6405] -3.780260e-02 1.270169e-01 -5.564483e-02 8.812048e-02
## [6409] 6.979547e-03 -7.007635e-02 5.300268e-02 1.609675e-01
## [6413] -1.583175e-02 1.295961e-01 1.962031e-01 -2.237062e-01
## [6417] 4.199973e-02 -1.298506e-01 -3.376665e-03 8.760631e-02
## [6421] 2.974292e-02 1.614022e-03 -1.244762e-01 -3.449664e-02
## [6425] -1.763488e-01 1.680448e-02 -1.000154e-01 4.869956e-02
## [6429] -1.656811e-01 -4.689772e-02 -3.722008e-02 -2.097688e-02
## [6433] 1.702523e-01 -6.591498e-02 -1.091822e-01 -2.994739e-02
## [6437] -1.117421e-03 1.724274e-01 7.285645e-02 5.682656e-02
## [6441] -4.476759e-02 -1.215987e-01 -1.588531e-02 -5.423409e-03
## [6445] 1.142362e-01 -1.032974e-01 4.606817e-02 1.503437e-01
## [6449] -4.552422e-02 -1.393135e-03 1.368847e-01 -3.666068e-02
## [6453] 6.906901e-02 1.321608e-02 7.594644e-02 2.578445e-02
## [6457] 1.012168e-01 -6.480455e-02 -8.850452e-02 -1.348257e-02
## [6461] -2.422133e-02 4.319666e-02 -1.119557e-01 6.005874e-02
## [6465] 2.055025e-01 1.199221e-01 -2.211197e-02 2.851752e-01
## [6469] -1.524722e-02 -1.649694e-01 2.637206e-02 2.918261e-02
## [6473] -1.037424e-01 5.823359e-02 4.535957e-02 -9.710836e-02
## [6477] -2.907113e-02 1.444207e-01 9.483605e-02 -4.136156e-02
## [6481] 8.310456e-02 7.008921e-03 4.086649e-02 -3.899371e-02
## [6485] -1.117930e-01 4.969520e-02 1.595085e-01 1.973141e-02
## [6489] -1.752029e-03 -1.090105e-01 2.316264e-02 -1.979572e-02
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## [6497] -9.608791e-02 3.405349e-02 -3.324242e-02 -1.131387e-01
## [6501] 3.252419e-02 -1.752778e-01 -1.109303e-02 1.591986e-01
## [6505] 1.328884e-01 -1.437058e-02 -9.621180e-02 -2.238102e-02
## [6509] -5.405789e-02 -4.554802e-02 -5.691124e-02 1.075178e-01
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## [6517] -1.747249e-01 -1.087113e-01 -7.150069e-02 4.345116e-02
## [6521] 6.733954e-02 -7.653837e-02 -4.601239e-02 -1.230114e-01
## [6525] 2.423254e-02 -1.335843e-02 1.265482e-01 7.151972e-03
## [6529] 2.794730e-01 8.380992e-02 6.292468e-02 -7.893330e-02
## [6533] -1.534227e-02 6.027227e-02 6.449317e-02 1.660442e-01
## [6537] 1.309948e-01 1.937134e-01 -6.722476e-02 -5.658807e-02
## [6541] 1.023143e-02 -4.717530e-02 -6.260324e-04 -1.010085e-01
## [6545] 8.726046e-02 -8.692168e-03 4.867907e-02 -7.821385e-03
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## [6553] 3.763211e-02 -2.906093e-02 1.558042e-01 1.652519e-01
## [6557] -1.932963e-01 4.543539e-02 1.107115e-01 5.140923e-02
## [6561] 2.309398e-01 -2.398768e-02 -1.870358e-02 7.314262e-02
## [6565] -8.273166e-02 3.228815e-02 -1.397720e-01 -1.223831e-01
## [6569] 4.576761e-02 -2.140951e-02 1.140633e-01 -4.511140e-03
## [6573] 2.597744e-02 1.291679e-01 3.053971e-03 -2.166741e-02
## [6577] 7.191693e-02 -4.262173e-02 -7.308497e-02 3.758381e-02
## [6581] -1.844826e-01 -6.335434e-02 -1.161734e-01 -4.405431e-02
## [6585] -7.987240e-02 1.001882e-01 -4.804111e-02 -1.753154e-01
## [6589] 1.931391e-01 1.571170e-01 5.170478e-02 -1.469505e-01
## [6593] -7.797128e-02 -1.011324e-01 1.612437e-01 2.201386e-02
## [6597] -4.045792e-02 5.424053e-02 -2.237700e-02 -1.329656e-02
## [6601] 1.221593e-01 4.682326e-02 -6.786391e-02 -2.723889e-01
## [6605] -9.694130e-02 9.064599e-02 -9.877335e-03 -1.744716e-01
## [6609] -6.493010e-02 -4.926068e-02 5.399011e-02 6.535673e-02
## [6613] 1.772533e-04 6.938603e-02 1.116486e-01 1.639405e-01
## [6617] -7.842822e-02 -3.257820e-02 -4.558549e-02 -1.078423e-01
## [6621] -1.483685e-01 1.381669e-01 -4.911236e-02 -5.532133e-03
## [6625] 2.326453e-01 3.012448e-02 -8.965725e-02 -1.745430e-02
## [6629] 8.081080e-02 -1.074537e-01 6.225382e-02 -8.067113e-02
## [6633] -3.608509e-03 3.046866e-02 -1.188835e-02 2.802699e-01
## [6637] -6.072394e-02 1.875242e-01 2.831365e-02 3.306031e-02
## [6641] -4.844500e-03 -1.019705e-01 -3.477441e-02 -1.126696e-01
## [6645] 4.602990e-02 -1.351314e-01 -7.516852e-02 2.063720e-01
## [6649] 4.569672e-02 -2.096863e-02 3.273214e-02 1.646209e-01
## [6653] -1.497021e-01 1.947348e-02 9.202671e-02 1.930261e-02
## [6657] -1.712808e-02 6.161186e-02 2.819102e-02 1.856381e-01
## [6661] 4.161756e-02 -5.919066e-02 1.454545e-01 3.108124e-02
## [6665] -7.708042e-03 -8.400824e-02 -7.209284e-02 7.957938e-02
## [6669] 1.359520e-01 -8.605866e-02 5.317360e-02 2.615524e-01
## [6673] 1.450355e-01 -1.132412e-01 -1.827047e-01 -1.890743e-01
## [6677] -3.077542e-01 -3.227506e-02 2.202270e-02 5.515511e-02
## [6681] 8.875825e-02 -1.836659e-01 1.129688e-01 3.449242e-02
## [6685] -2.358416e-01 -1.455171e-02 -1.283471e-01 -7.078038e-03
## [6689] -2.179119e-01 -5.193170e-02 -9.200194e-02 3.405023e-02
## [6693] 5.070279e-02 8.590167e-02 -5.323142e-02 -3.339594e-03
## [6697] 1.214682e-01 -5.175506e-02 1.314510e-01 -9.235471e-02
## [6701] -1.577953e-02 1.330241e-01 9.345212e-02 -2.530371e-02
## [6705] 4.062766e-03 5.696230e-02 -1.794102e-01 -5.519117e-02
## [6709] -2.275752e-01 -3.522486e-02 -1.340184e-01 -1.318010e-02
## [6713] 6.298558e-02 1.207578e-02 -8.371861e-02 5.025750e-02
## [6717] -2.385153e-02 -1.647917e-01 -1.457954e-01 6.625995e-02
## [6721] 8.019294e-02 3.975780e-02 1.382150e-02 -1.920812e-01
## [6725] 2.475287e-02 -2.779687e-01 3.513806e-01 -8.823565e-02
## [6729] -4.767750e-02 -1.016378e-03 -2.928566e-02 -6.980035e-02
## [6733] 1.487964e-01 1.029517e-01 7.416880e-02 2.094366e-01
## [6737] -2.028799e-03 5.870538e-02 -1.913751e-02 9.359811e-02
## [6741] -2.370333e-01 1.342464e-01 -4.211182e-02 -1.833619e-01
## [6745] -8.142779e-02 -2.313437e-01 5.814797e-02 1.361041e-01
## [6749] -2.497006e-02 -1.683027e-02 1.207201e-01 8.070941e-02
## [6753] -7.673373e-02 -4.819632e-02 -1.542942e-02 -6.166050e-02
## [6757] -5.258253e-04 -5.300599e-02 5.475367e-02 3.058339e-01
## [6761] 9.640298e-02 -1.417353e-01 1.506112e-01 3.094101e-02
## [6765] -9.433606e-02 -1.039829e-01 7.911238e-02 -8.589548e-02
## [6769] 1.926714e-02 2.057121e-02 8.718560e-02 7.775157e-02
## [6773] 6.421512e-02 1.475702e-01 9.534479e-02 4.389955e-02
## [6777] -8.891338e-02 2.211893e-01 -6.932954e-02 -1.204361e-01
## [6781] -6.486746e-02 -1.713063e-01 -2.145613e-01 4.713260e-02
## [6785] -3.348479e-02 2.250213e-01 1.452034e-01 1.358580e-02
## [6789] -7.146082e-02 8.065796e-02 2.235327e-02 1.273766e-02
## [6793] -1.206603e-01 1.047349e-01 1.558779e-02 -2.197811e-01
## [6797] 9.649615e-02 -3.570846e-02 -1.951400e-01 -8.431675e-02
## [6801] 2.166297e-01 9.724664e-02 1.205001e-01 1.500397e-01
## [6805] 4.210554e-02 4.860351e-02 9.469230e-02 -1.765538e-01
## [6809] 1.006419e-01 -5.210871e-02 1.229796e-01 -3.204203e-02
## [6813] -3.415304e-02 -8.189356e-02 1.922115e-02 4.577744e-02
## [6817] -1.327404e-01 5.898598e-02 2.649868e-02 -2.237054e-02
## [6821] -1.113008e-01 -3.965006e-02 -1.077299e-01 -6.038605e-02
## [6825] -4.128255e-02 1.701007e-01 1.591216e-01 1.781038e-02
## [6829] 1.591813e-01 -5.105096e-02 -1.070084e-01 -1.169848e-02
## [6833] -1.119626e-01 -5.365368e-02 7.329761e-02 1.014232e-02
## [6837] 8.849832e-02 4.637215e-02 5.300333e-02 -1.008975e-01
## [6841] -1.020558e-01 -1.175151e-01 1.008853e-01 -1.247592e-01
## [6845] -4.870351e-02 -1.437269e-02 1.902461e-02 1.237819e-01
## [6849] -8.031934e-02 -1.024285e-02 -8.289156e-02 -8.216359e-02
## [6853] 5.145590e-02 -7.923328e-02 2.687429e-02 1.490449e-01
## [6857] -8.319757e-02 -1.148733e-01 5.323323e-02 -1.254706e-01
## [6861] 7.201705e-03 1.784198e-01 -7.904040e-02 -1.028906e-01
## [6865] 1.760072e-01 -9.661626e-03 -5.400872e-02 -1.247673e-01
## [6869] 8.980182e-02 -6.944371e-02 -6.106916e-02 -8.151557e-02
## [6873] -1.166467e-01 2.184255e-02 7.802121e-02 3.222739e-02
## [6877] -1.035259e-01 1.483064e-02 4.608269e-03 -9.878013e-02
## [6881] 1.265125e-01 -7.287352e-02 1.040157e-01 1.010349e-01
## [6885] -6.387219e-02 6.819710e-02 2.766113e-03 1.398234e-02
## [6889] -4.728609e-02 -1.134260e-02 -4.885444e-02 4.137787e-02
## [6893] -7.130530e-02 6.374112e-02 -1.001259e-01 2.301642e-01
## [6897] 2.703073e-02 -1.993063e-02 6.019415e-02 1.338298e-01
## [6901] -1.873391e-01 7.712543e-02 -3.113553e-02 1.751760e-02
## [6905] 3.748574e-02 8.688627e-02 9.284051e-02 8.371400e-02
## [6909] 1.368491e-02 9.551245e-02 -3.586433e-02 -4.473617e-02
## [6913] -3.182083e-02 7.386723e-02 1.729303e-01 1.230651e-01
## [6917] -1.635453e-01 1.247993e-01 -2.119856e-01 -1.402188e-01
## [6921] 1.371223e-02 -5.363574e-02 -2.255664e-01 7.475819e-02
## [6925] -7.624966e-02 -1.352515e-01 -1.164552e-01 5.924767e-03
## [6929] 7.943586e-02 -1.722132e-01 -9.439345e-02 1.483076e-01
## [6933] 4.467037e-02 5.289357e-02 -6.107183e-02 9.839270e-02
## [6937] -4.419324e-03 -1.393323e-01 -1.241790e-01 -7.771809e-02
## [6941] 1.907788e-01 1.007473e-01 -6.726234e-02 -6.198138e-02
## [6945] -1.672105e-02 -5.410601e-02 -5.134347e-02 -3.156222e-02
## [6949] 5.533024e-04 5.704637e-02 1.099396e-01 -1.329349e-01
## [6953] 1.504722e-02 3.446222e-03 -1.424188e-01 -1.620775e-01
## [6957] -1.095537e-01 -2.523091e-02 1.035430e-01 6.763613e-02
## [6961] -5.755072e-02 2.134239e-01 4.314279e-02 -1.158227e-01
## [6965] 6.337962e-02 9.526739e-02 2.447590e-01 5.773498e-02
## [6969] -6.847985e-02 7.198666e-02 7.275296e-02 1.054218e-01
## [6973] 6.973793e-02 2.742204e-02 3.570798e-02 -1.199192e-01
## [6977] -9.287843e-02 6.265481e-02 -1.664356e-02 9.011783e-02
## [6981] -8.230557e-02 -8.602622e-02 -9.422435e-02 -2.197911e-02
## [6985] 1.925375e-01 -1.015239e-01 4.211710e-02 5.557942e-02
## [6989] -8.236485e-02 -1.155035e-01 -1.002143e-01 -1.336183e-01
## [6993] -5.881878e-02 8.913473e-02 9.611474e-02 -8.983381e-02
## [6997] -5.703004e-02 5.708906e-03 7.295127e-02 1.448564e-02
## [7001] 4.580938e-02 6.644328e-02 -9.776546e-02 2.794466e-02
## [7005] -7.151883e-02 -1.493022e-01 2.404779e-02 -1.304810e-01
## [7009] 1.945678e-02 1.076661e-01 1.256227e-01 4.424934e-02
## [7013] -1.489115e-01 2.124865e-01 1.095882e-02 9.366347e-02
## [7017] 5.568578e-02 1.036192e-02 1.431867e-01 -9.059805e-02
## [7021] -9.804961e-03 1.035564e-01 1.384042e-02 1.540379e-01
## [7025] -1.704242e-02 -1.489521e-01 9.823705e-02 8.955968e-02
## [7029] 2.778775e-02 -1.134311e-01 5.806614e-02 4.269311e-02
## [7033] -8.076158e-02 -8.644769e-02 -2.459518e-01 4.681756e-02
## [7037] 7.810345e-02 -6.058395e-02 -5.652481e-02 1.400301e-01
## [7041] 1.710502e-01 5.038008e-02 2.544679e-02 -1.081267e-01
## [7045] 2.864941e-02 -1.538666e-01 2.293680e-02 1.394367e-01
## [7049] -5.989074e-02 3.111922e-02 1.214212e-02 1.039047e-01
## [7053] 2.353373e-02 -3.725613e-02 1.412415e-01 1.858350e-01
## [7057] -9.940340e-02 1.643723e-01 -5.484563e-03 -1.146953e-01
## [7061] 4.240117e-02 1.763587e-01 1.080985e-01 7.169445e-02
## [7065] 1.832325e-01 -1.428509e-01 8.784583e-02 1.077518e-01
## [7069] 5.444049e-02 2.000898e-01 -5.077364e-02 5.212872e-02
## [7073] -7.853367e-03 -2.398483e-01 1.422581e-01 1.535515e-01
## [7077] -4.026648e-03 -2.210636e-01 1.240997e-01 -1.646952e-01
## [7081] 9.181362e-02 2.414994e-03 9.697917e-02 -3.758863e-02
## [7085] 1.452941e-01 -7.184552e-02 -4.447141e-02 -1.529125e-01
## [7089] -1.318100e-02 3.421759e-02 -5.265943e-02 3.447109e-03
## [7093] 9.870067e-02 -1.383691e-01 1.070307e-01 -1.348052e-02
## [7097] -5.703497e-02 -8.134643e-02 1.223659e-01 -1.300718e-01
## [7101] -5.328392e-02 1.708270e-01 9.818941e-02 -1.422591e-01
## [7105] -9.250141e-02 2.365610e-01 9.697006e-02 9.657253e-02
## [7109] 5.674992e-02 1.240716e-01 8.975059e-02 7.493733e-02
## [7113] -3.517166e-02 1.412183e-01 1.725269e-02 4.760950e-02
## [7117] -1.732775e-01 1.501048e-01 3.453350e-02 2.141760e-01
## [7121] 1.895416e-02 -3.598236e-02 -9.150148e-02 2.802791e-02
## [7125] -7.565739e-02 1.172531e-01 -4.551959e-02 -1.506167e-01
## [7129] -8.333445e-02 4.642595e-02 -8.653299e-02 4.141002e-02
## [7133] -5.722496e-03 -2.712324e-02 3.226539e-02 7.379644e-02
## [7137] -6.929513e-02 2.020024e-01 -7.841038e-02 1.885270e-02
## [7141] 1.592005e-01 6.432275e-02 7.288731e-02 1.601660e-01
## [7145] 2.256624e-02 1.595424e-01 -1.097881e-01 3.739782e-02
## [7149] 1.697442e-01 6.245319e-02 2.518185e-02 -1.462143e-01
## [7153] -1.014184e-01 -1.462668e-02 1.807736e-01 8.857240e-02
## [7157] -1.306366e-01 -2.351258e-01 -6.092984e-02 -1.038719e-01
## [7161] -1.592320e-01 1.133057e-01 4.421885e-02 -1.353745e-01
## [7165] -8.923862e-02 -1.572475e-01 -1.407752e-01 -3.451003e-02
## [7169] -1.173952e-01 6.690968e-02 1.935373e-01 1.480079e-01
## [7173] -2.127248e-01 -5.684488e-02 -4.498038e-02 5.190715e-02
## [7177] 4.750712e-02 -1.732789e-01 -1.466028e-01 1.944259e-02
## [7181] 5.684822e-02 7.773275e-02 1.368832e-01 -5.056905e-02
## [7185] 7.216585e-02 3.585647e-02 4.130751e-03 1.202524e-01
## [7189] -1.461750e-01 -1.381617e-01 3.161084e-02 5.092234e-02
## [7193] 6.907514e-03 6.889412e-02 -1.429605e-01 -6.951164e-02
## [7197] -1.054510e-01 9.400312e-02 2.663763e-02 -1.781309e-02
## [7201] 1.559458e-02 6.373993e-02 -9.444325e-02 3.290267e-02
## [7205] -7.949085e-03 -2.901751e-02 -1.981900e-01 8.840844e-02
## [7209] -9.282688e-03 -1.565050e-01 -1.009037e-01 4.331555e-02
## [7213] -8.559715e-02 -5.517519e-02 -7.012104e-02 -1.151473e-01
## [7217] -3.057275e-02 -6.964912e-02 -2.518816e-02 1.407470e-01
## [7221] -1.847516e-02 -1.496021e-01 3.317022e-02 -1.707404e-01
## [7225] -1.092383e-02 -1.167289e-01 -9.822074e-03 1.779954e-01
## [7229] -8.648959e-02 -8.849105e-02 -1.700155e-02 -4.529116e-02
## [7233] 1.037495e-02 -7.799508e-02 1.263694e-01 -9.409604e-02
## [7237] 4.605111e-02 -2.638634e-02 -1.979201e-02 2.427718e-01
## [7241] -4.526926e-02 3.313902e-02 2.554310e-02 1.258203e-02
## [7245] -4.425933e-03 1.242873e-01 1.652640e-01 -7.843004e-02
## [7249] -4.716482e-02 -1.015734e-02 -1.076257e-01 -1.237205e-01
## [7253] -1.257737e-01 -1.999442e-01 -1.142205e-01 8.344751e-02
## [7257] -1.589198e-01 4.550227e-02 2.625100e-02 -6.699931e-02
## [7261] 1.245209e-01 2.121677e-02 7.683732e-02 2.089582e-01
## [7265] 6.312515e-02 2.040952e-01 7.631961e-02 -3.593765e-02
## [7269] 1.149620e-01 4.917209e-03 -2.474337e-01 5.774283e-02
## [7273] -6.747830e-02 1.657397e-02 1.383282e-01 1.290433e-01
## [7277] 8.124173e-02 1.227297e-01 3.689852e-02 -9.402161e-02
## [7281] -6.675333e-02 6.424965e-03 -5.896940e-02 -7.131047e-02
## [7285] -1.054637e-03 2.647527e-02 1.269276e-01 1.173146e-02
## [7289] 5.749729e-02 9.230296e-02 1.640013e-02 1.785272e-02
## [7293] 2.434098e-02 -1.374002e-01 -5.278839e-02 2.541784e-03
## [7297] -1.423046e-03 2.994048e-01 9.805441e-02 3.044278e-02
## [7301] 1.039834e-02 -4.050352e-03 6.014026e-02 -2.506367e-02
## [7305] -1.358496e-02 -8.864452e-02 2.566496e-02 -2.664772e-02
## [7309] 4.252025e-02 6.604277e-02 -1.348326e-01 -5.680997e-02
## [7313] 3.960016e-02 -5.677795e-02 -8.723851e-02 7.933830e-02
## [7317] 1.939566e-02 -1.744278e-01 -1.894397e-02 1.493349e-03
## [7321] -1.106597e-01 4.583699e-02 -1.873880e-02 1.871067e-01
## [7325] -7.692151e-02 -1.979019e-01 7.313803e-02 1.293810e-01
## [7329] 1.472968e-01 -3.439469e-02 1.357746e-01 -8.516081e-02
## [7333] 1.024777e-03 3.500774e-02 -1.040640e-02 3.343466e-02
## [7337] -2.148054e-02 2.450334e-02 3.187338e-02 -6.360669e-02
## [7341] -1.401116e-01 -4.517678e-02 4.031541e-02 -7.854083e-03
## [7345] 1.782884e-02 1.976826e-02 -4.083174e-02 7.345044e-02
## [7349] -6.439066e-02 -1.445156e-01 9.879432e-02 4.490989e-02
## [7353] -1.452308e-01 -9.528042e-02 -6.597216e-02 1.255111e-01
## [7357] 5.636639e-02 9.549490e-02 -9.545310e-02 -9.839868e-02
## [7361] 1.498416e-01 -1.452467e-01 -1.951503e-01 6.544783e-02
## [7365] 5.880767e-02 7.717587e-02 1.841189e-02 -1.231008e-01
## [7369] -5.605907e-02 -5.182378e-02 -4.209365e-02 -5.895860e-02
## [7373] -1.191225e-01 -1.390942e-01 -1.312078e-02 -3.666345e-02
## [7377] -7.702007e-02 -7.912345e-02 -1.422443e-01 -6.174105e-02
## [7381] -1.739474e-02 -1.779232e-02 -3.791652e-02 1.481574e-01
## [7385] -5.274035e-02 -1.506368e-01 -6.624548e-02 7.780529e-02
## [7389] -7.846963e-02 -7.187189e-02 -1.453491e-01 -7.164695e-02
## [7393] -3.351578e-02 1.544341e-01 -2.775745e-02 2.957102e-02
## [7397] 3.464124e-02 9.662409e-02 1.120389e-01 -8.196561e-03
## [7401] 6.061238e-02 1.680745e-02 -8.086596e-02 -1.994814e-02
## [7405] -2.161777e-01 2.448374e-02 3.916979e-02 8.011356e-02
## [7409] 1.563181e-01 1.191741e-01 3.972260e-02 -6.433238e-02
## [7413] 1.085613e-01 -8.516013e-02 2.161206e-01 -3.300716e-02
## [7417] 1.035519e-01 4.096842e-02 4.697734e-03 -3.772100e-03
## [7421] 1.446137e-01 1.032498e-01 -2.024297e-01 3.118419e-02
## [7425] -2.214902e-02 9.136176e-02 1.220893e-01 -7.249451e-02
## [7429] 7.087854e-02 1.857402e-01 1.538911e-01 6.497985e-02
## [7433] -2.895523e-02 1.058877e-01 2.693871e-02 1.086405e-01
## [7437] -8.011780e-02 -3.667771e-02 1.052769e-01 -4.273410e-02
## [7441] -5.655412e-02 1.688940e-01 1.377142e-01 -1.132128e-01
## [7445] 1.414791e-01 1.317849e-02 -5.329404e-02 2.024439e-03
## [7449] -1.222262e-01 -8.899958e-02 1.505264e-01 -7.290691e-02
## [7453] 7.395406e-03 1.567593e-01 4.058850e-02 4.563662e-02
## [7457] -1.185917e-01 -1.680295e-01 2.104749e-02 2.095535e-02
## [7461] -1.231041e-01 4.936732e-02 -7.254123e-02 -9.722343e-02
## [7465] 5.240562e-02 -7.491993e-02 -4.825267e-02 5.366406e-02
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## [7477] 7.016520e-02 -4.456421e-02 6.446569e-02 2.672207e-02
## [7481] -2.495446e-02 -1.744075e-02 4.323115e-02 -4.988360e-02
## [7485] -5.374633e-02 2.798657e-02 4.931206e-02 1.971778e-01
## [7489] 1.053526e-01 -7.165703e-02 -1.007105e-01 1.449856e-01
## [7493] 2.972819e-02 6.694160e-02 -7.743024e-03 -2.459887e-01
## [7497] -7.072213e-02 2.639700e-02 -1.045318e-01 -2.819626e-02
## [7501] 8.167727e-02 -1.365502e-01 3.046684e-03 2.883653e-02
## [7505] -1.197902e-01 2.114660e-01 3.660830e-02 -7.151238e-02
## [7509] 5.126049e-02 8.622430e-02 8.017528e-02 9.234627e-02
## [7513] 1.781879e-01 2.172602e-01 1.607361e-01 1.796083e-01
## [7517] 2.386105e-02 -8.544870e-02 -5.391145e-03 4.671974e-02
## [7521] 5.311169e-02 -2.446431e-02 -2.779888e-03 2.462681e-02
## [7525] 5.368918e-02 -1.177551e-01 -5.972448e-02 6.881881e-02
## [7529] 1.083909e-02 1.284008e-01 -6.784124e-02 -1.739315e-01
## [7533] 9.549775e-03 1.909274e-02 8.566227e-02 2.319811e-02
## [7537] 1.112576e-01 -1.572947e-01 -1.002823e-01 2.854119e-02
## [7541] -8.576370e-03 1.357881e-01 2.667471e-02 3.273511e-02
## [7545] 1.075734e-01 1.983519e-02 -7.583135e-03 -7.019207e-02
## [7549] -6.635274e-02 -5.099409e-02 -2.340352e-01 -9.407557e-03
## [7553] 5.623507e-03 -1.102420e-01 2.457720e-03 6.229915e-02
## [7557] 3.267273e-02 -8.077264e-03 -9.259160e-02 4.287096e-02
## [7561] -8.768844e-02 -1.207108e-01 6.010550e-02 1.812680e-02
## [7565] 1.071419e-01 -8.556909e-02 -7.944202e-02 3.471451e-02
## [7569] 9.596807e-02 -1.391973e-02 4.352544e-02 -8.386306e-02
## [7573] 9.085575e-02 -9.962711e-03 5.164004e-02 -6.488737e-02
## [7577] -2.498310e-01 -3.139261e-02 1.379587e-01 -3.213307e-02
## [7581] -1.245788e-01 4.715576e-02 1.943856e-02 3.096739e-02
## [7585] -6.216900e-03 -5.418922e-02 1.829419e-01 1.353410e-01
## [7589] -6.456797e-02 5.882660e-02 -1.598446e-01 1.215330e-01
## [7593] 1.421031e-02 8.691294e-02 2.864245e-02 -1.235213e-03
## [7597] 6.142011e-02 -1.199106e-01 1.744263e-02 -1.162297e-01
## [7601] -9.202848e-02 -1.447219e-01 -3.776671e-02 1.895585e-02
## [7605] -1.127052e-01 3.112718e-02 -2.530440e-02 -6.098211e-02
## [7609] -1.260072e-03 -1.200368e-01 4.176624e-02 1.505276e-01
## [7613] 1.244844e-02 -2.170649e-01 2.294246e-02 -1.774266e-01
## [7617] 9.141262e-02 -3.893252e-02 1.986428e-02 -2.877761e-02
## [7621] 9.304160e-03 1.487522e-01 -1.190715e-01 -1.315859e-01
## [7625] 1.199203e-01 4.311813e-02 -9.981513e-02 -1.222257e-01
## [7629] 4.934025e-02 1.500614e-01 -1.866072e-02 1.905173e-01
## [7633] -8.324159e-02 3.766632e-03 -1.735850e-02 -3.316144e-02
## [7637] 7.295436e-02 -2.042642e-02 -1.097063e-01 -1.771634e-02
## [7641] 6.074269e-02 4.965993e-02 -5.214902e-02 -7.244466e-03
## [7645] -3.125470e-02 -1.298360e-01 -1.450393e-01 3.246705e-02
## [7649] 1.889859e-02 -9.091817e-02 -2.195267e-02 -2.893155e-02
## [7653] 6.584294e-02 8.771826e-02 -1.359144e-02 8.545825e-02
## [7657] -1.547752e-01 -1.713792e-01 6.010522e-02 1.610995e-02
## [7661] -9.647405e-02 4.012766e-02 1.912953e-01 -8.355263e-02
## [7665] 3.200478e-02 -1.097695e-02 1.241763e-01 -5.602124e-02
## [7669] 6.979912e-02 8.173276e-02 -1.692511e-01 -2.346638e-01
## [7673] 4.211151e-02 5.722318e-02 1.677796e-02 1.262450e-02
## [7677] -4.473554e-02 4.181510e-02 -4.604217e-02 1.546988e-01
## [7681] -4.490421e-03 2.548240e-02 7.986736e-02 6.751268e-02
## [7685] 8.237131e-02 4.588809e-02 5.470509e-02 1.903709e-02
## [7689] -5.037876e-02 3.389242e-02 3.229617e-02 2.204435e-01
## [7693] 5.222334e-02 6.786065e-02 -5.592126e-02 -7.238763e-02
## [7697] 8.142626e-02 -8.068599e-02 2.145549e-01 1.569221e-01
## [7701] -8.318770e-02 -4.763472e-02 1.262685e-02 -2.239759e-02
## [7705] 1.033106e-01 3.314806e-02 -9.336952e-02 7.933472e-02
## [7709] -6.413611e-02 -8.075840e-02 -7.896867e-02 3.188043e-02
## [7713] 3.311987e-02 2.091695e-03 2.285522e-02 -8.104238e-02
## [7717] -2.525239e-02 1.402795e-02 2.886085e-02 -5.653943e-02
## [7721] 5.033188e-02 -2.520804e-02 1.897238e-01 -7.932507e-03
## [7725] -1.626570e-01 2.439156e-02 -4.608644e-02 1.582785e-01
## [7729] 1.557868e-01 6.141713e-02 4.555695e-02 -3.051837e-02
## [7733] -1.647012e-01 -4.101344e-03 -2.362844e-02 -8.997794e-02
## [7737] -1.520673e-01 -1.726482e-01 -1.139726e-01 -3.664605e-02
## [7741] -5.779568e-02 -7.615837e-02 -1.665434e-01 -6.240941e-02
## [7745] -1.386824e-01 -1.276139e-01 3.476555e-02 1.052934e-01
## [7749] 9.195432e-02 1.861550e-02 1.693291e-01 -8.234372e-02
## [7753] -1.729369e-01 5.860193e-02 9.873698e-02 -3.110593e-02
## [7757] -5.442377e-02 1.480780e-01 -8.202082e-02 2.281338e-01
## [7761] 1.438369e-01 -6.446725e-02 -9.243935e-02 1.914588e-01
## [7765] -1.342001e-01 -5.072608e-02 -5.666992e-02 -9.383536e-02
## [7769] 1.486330e-02 -8.876300e-02 7.144673e-02 -7.287960e-03
## [7773] -1.228222e-01 -2.156694e-02 3.245868e-02 2.208928e-02
## [7777] -9.894794e-02 8.729488e-03 -4.216201e-02 5.808219e-02
## [7781] -2.057456e-02 -1.804740e-01 -1.045906e-01 -1.172532e-03
## [7785] -1.080079e-01 3.930286e-02 -7.687798e-02 2.045448e-02
## [7789] 6.346319e-02 8.607880e-02 8.970767e-02 -2.580771e-01
## [7793] -3.662374e-02 -1.031660e-01 -1.136398e-01 4.525453e-02
## [7797] 1.428963e-01 6.804066e-02 1.107203e-01 -6.589630e-02
## [7801] 2.613720e-02 -1.447174e-01 -1.381145e-01 -6.002409e-02
## [7805] -2.669622e-02 9.762230e-02 1.099376e-01 6.590750e-02
## [7809] -2.446564e-02 -8.648655e-02 -2.161003e-02 2.224734e-01
## [7813] 1.087027e-01 6.552191e-02 -1.330948e-01 -1.467441e-01
## [7817] 1.594462e-02 -1.688107e-01 7.634327e-02 2.059636e-02
## [7821] 3.817866e-02 -8.366663e-02 9.177748e-02 3.898553e-02
## [7825] -1.520716e-01 1.801780e-01 1.310401e-01 6.433059e-02
## [7829] -4.044976e-02 1.098794e-01 1.522548e-02 -5.826840e-02
## [7833] -1.483287e-01 4.820397e-02 9.757952e-02 1.629056e-01
## [7837] -1.164175e-01 1.015532e-01 -5.425036e-02 1.172139e-01
## [7841] 1.814232e-01 1.828314e-01 1.466006e-01 -1.817576e-02
## [7845] -3.603639e-02 7.922651e-02 -8.439820e-03 -1.555785e-01
## [7849] 9.244594e-02 1.837010e-02 4.431339e-02 -8.693734e-02
## [7853] 1.122303e-01 8.677147e-02 -4.192045e-02 1.076794e-02
## [7857] 4.017074e-02 1.378603e-01 5.069874e-02 5.675235e-02
## [7861] 1.185099e-01 2.307250e-02 -1.535280e-01 -1.707785e-01
## [7865] -1.727616e-02 -4.092274e-02 -7.246884e-02 -3.566825e-02
## [7869] -6.754495e-02 1.350849e-01 -1.081386e-01 5.398895e-02
## [7873] 1.056353e-01 1.861766e-01 -1.964835e-01 -5.913709e-02
## [7877] 1.896415e-01 -1.474381e-01 -6.484056e-02 1.872368e-01
## [7881] 5.367802e-02 -8.534423e-02 -1.938875e-01 -5.650046e-02
## [7885] 3.324951e-02 -1.318647e-01 9.151071e-03 -2.110236e-02
## [7889] -6.457487e-02 4.371299e-03 -1.020402e-01 -8.476134e-02
## [7893] -1.305484e-01 -1.688441e-01 1.781596e-01 -8.960830e-02
## [7897] -6.004220e-02 3.441532e-02 1.610476e-01 1.628541e-01
## [7901] -5.485765e-02 -2.088035e-01 4.599888e-02 6.854086e-02
## [7905] 1.145775e-01 -8.710994e-02 -1.144064e-01 -6.767324e-02
## [7909] -2.197379e-01 3.460384e-02 6.594819e-02 -3.509790e-03
## [7913] -3.717250e-02 6.971439e-02 7.865274e-02 -1.933248e-01
## [7917] -2.110155e-02 1.435623e-02 -1.238339e-01 1.820176e-02
## [7921] 6.457371e-02 -2.259992e-01 -3.647641e-02 1.148529e-01
## [7925] -6.769820e-02 -4.520710e-02 -1.030507e-02 6.298930e-03
## [7929] -3.865304e-02 -1.120012e-01 6.829191e-02 -2.719846e-02
## [7933] -3.573347e-03 6.694125e-02 -1.202051e-01 8.189209e-02
## [7937] -3.767741e-02 1.010418e-01 1.006698e-01 7.293451e-02
## [7941] -3.949920e-02 -1.171226e-01 6.567475e-02 -4.495643e-02
## [7945] 9.226144e-02 -1.530546e-02 -1.095410e-01 -1.556724e-01
## [7949] -2.212568e-02 -1.183713e-01 4.187657e-02 -1.403091e-01
## [7953] -1.131976e-01 1.653605e-01 1.187789e-01 5.515319e-02
## [7957] -8.666545e-02 -1.087314e-01 6.797259e-02 1.162210e-01
## [7961] 7.840705e-03 1.276323e-01 -1.747464e-02 -3.420113e-03
## [7965] 1.443485e-02 -2.032980e-01 -4.663476e-02 5.567906e-02
## [7969] -8.645201e-02 -7.221705e-02 9.354842e-02 5.497083e-02
## [7973] 3.690111e-02 -8.661878e-02 -3.647211e-02 1.413221e-02
## [7977] -1.371201e-01 -2.210708e-02 1.704833e-01 -1.034004e-01
## [7981] -1.529697e-02 -5.727506e-03 -1.277541e-02 -4.432748e-02
## [7985] -7.978851e-02 9.465059e-02 -6.811557e-02 -1.387821e-02
## [7989] -3.170682e-02 -1.250598e-01 -2.109942e-01 -2.427829e-01
## [7993] 7.107589e-02 -8.396052e-02 1.235583e-01 1.968826e-01
## [7997] 1.247806e-01 -7.120108e-02 -1.805375e-02 7.749962e-02
## [8001] 1.369633e-01 -1.627687e-02 -6.046810e-02 -1.199165e-01
## [8005] -5.317827e-02 -2.995120e-02 -1.015607e-01 -8.611532e-03
## [8009] 2.181326e-02 -2.178882e-02 -9.330633e-02 5.601320e-02
## [8013] 1.250718e-01 -3.454241e-02 5.412766e-02 -1.701850e-02
## [8017] 7.619581e-03 -1.325728e-01 1.439331e-01 1.026302e-01
## [8021] -9.530218e-02 9.812172e-02 -8.056188e-04 -5.581710e-03
## [8025] 4.749416e-02 1.783013e-01 -3.290456e-02 -9.112416e-02
## [8029] -2.444486e-02 1.071832e-02 -7.913541e-02 7.510705e-02
## [8033] -4.208036e-03 3.389643e-02 9.293302e-02 2.317474e-01
## [8037] -8.822315e-02 -7.878589e-02 8.383395e-03 -6.829694e-02
## [8041] 2.799872e-02 6.314898e-02 -1.887833e-02 -1.340287e-02
## [8045] -2.553369e-02 -1.181626e-01 2.434331e-02 4.900663e-02
## [8049] 3.390298e-02 2.252782e-02 1.673748e-01 5.023037e-02
## [8053] -9.097688e-03 -3.218671e-02 8.700811e-02 -5.077308e-03
## [8057] -1.457884e-01 2.847332e-02 -2.064740e-02 4.134106e-02
## [8061] 5.234929e-02 -5.632308e-03 6.877866e-02 3.546941e-02
## [8065] -8.599071e-02 1.562023e-01 1.092691e-02 1.942125e-01
## [8069] -6.371978e-02 5.337736e-02 3.454925e-02 -7.790971e-02
## [8073] -7.752565e-02 5.275498e-02 3.740600e-02 3.092793e-02
## [8077] 5.172621e-03 6.005868e-02 7.499642e-02 -1.432725e-01
## [8081] 8.733577e-03 5.651032e-02 -1.559833e-02 -1.295272e-01
## [8085] 1.821530e-01 -8.158191e-02 2.638296e-01 6.182131e-02
## [8089] 3.395739e-02 1.081780e-01 -1.603460e-01 -9.894769e-02
## [8093] -1.470912e-01 -2.238195e-02 5.236120e-02 -8.998116e-02
## [8097] -2.701644e-02 6.600685e-02 -3.798433e-03 5.071055e-02
## [8101] 1.389732e-01 -3.719902e-02 -2.701847e-02 2.659055e-02
## [8105] 9.323096e-02 5.304668e-02 -2.603750e-02 5.925104e-02
## [8109] 2.726028e-02 5.601612e-02 -3.907931e-02 2.418169e-01
## [8113] 6.921827e-02 1.211727e-01 -4.686113e-02 1.937243e-02
## [8117] -2.689417e-03 7.118654e-02 6.679540e-02 -1.081885e-01
## [8121] -7.566827e-03 -1.435324e-01 5.431880e-03 4.488009e-02
## [8125] -9.517395e-02 -8.751744e-03 1.569404e-02 -1.401606e-02
## [8129] -1.547071e-02 2.718432e-02 -4.611219e-02 -1.181686e-02
## [8133] 1.851458e-02 -2.658469e-01 5.910405e-03 2.513491e-01
## [8137] 6.314225e-02 -3.498353e-02 -5.713586e-02 -1.257975e-01
## [8141] -1.066299e-01 -2.824065e-02 1.624469e-02 -9.403805e-02
## [8145] 1.736235e-01 -1.700697e-03 1.733453e-01 -2.409212e-02
## [8149] -1.164014e-01 2.941520e-02 -6.579509e-02 1.811823e-01
## [8153] 5.141795e-02 5.800365e-02 8.250553e-02 -8.244066e-02
## [8157] -9.333601e-02 7.827702e-02 -5.734617e-02 -1.197144e-02
## [8161] 1.295781e-01 1.230902e-02 -1.014832e-01 7.322577e-02
## [8165] -3.587612e-03 7.003507e-02 2.270393e-02 3.809004e-02
## [8169] -7.949130e-02 1.018840e-02 1.894283e-01 4.910192e-02
## [8173] -6.141145e-02 -1.272508e-01 -3.230098e-03 3.087208e-02
## [8177] -7.014352e-02 1.591729e-01 2.816774e-02 -2.304469e-02
## [8181] 5.085270e-02 9.168635e-02 2.575323e-01 6.255494e-02
## [8185] 8.364991e-02 -8.834826e-02 -1.248379e-01 -1.037452e-01
## [8189] -4.428234e-03 -1.012712e-01 4.644410e-02 5.322679e-02
## [8193] 1.555251e-01 1.529566e-02 -1.430856e-01 1.384678e-01
## [8197] 6.469916e-03 5.472653e-02 2.163903e-02 1.408485e-01
## [8201] 1.854298e-02 -1.187215e-02 -8.931672e-02 -4.383459e-02
## [8205] -6.258286e-02 1.204323e-01 6.031273e-02 1.087303e-01
## [8209] -2.109544e-01 2.223648e-02 2.803556e-02 -2.287398e-02
## [8213] 7.151047e-02 2.270995e-02 1.672615e-02 1.474762e-02
## [8217] -1.468170e-01 6.345124e-02 4.356874e-02 -4.473489e-02
## [8221] 7.676886e-02 3.415858e-02 1.905945e-02 1.946205e-01
## [8225] 1.201811e-02 -1.975796e-02 1.381493e-01 1.159647e-02
## [8229] -1.057249e-01 2.090567e-02 1.449213e-01 1.069128e-01
## [8233] 1.283764e-01 -7.541779e-02 -4.680323e-02 -9.597897e-02
## [8237] -9.552107e-03 -1.024608e-03 5.495877e-02 -1.273462e-01
## [8241] -1.474625e-02 -7.055904e-02 -1.300407e-01 -1.877615e-01
## [8245] -8.774900e-02 -7.613598e-02 1.788676e-01 -7.405658e-04
## [8249] -1.172322e-01 -3.030161e-02 7.132257e-03 -1.426883e-01
## [8253] 1.313665e-01 -8.908109e-02 -3.108740e-02 1.070992e-01
## [8257] 5.010641e-02 -1.668873e-02 -4.892424e-02 1.296161e-01
## [8261] 1.153453e-02 -6.594030e-02 7.056717e-02 -1.474683e-01
## [8265] 1.409287e-02 -4.984728e-02 -1.342604e-02 1.573392e-02
## [8269] -4.713896e-02 3.330876e-02 1.988094e-01 5.977385e-02
## [8273] 2.480867e-02 -1.477700e-01 -1.151596e-01 9.989253e-02
## [8277] 5.034979e-02 -2.847330e-02 -7.974980e-02 4.238418e-02
## [8281] 1.487947e-01 -6.383794e-02 1.876119e-02 8.866274e-02
## [8285] -5.082165e-02 1.021059e-01 -2.202179e-02 -1.517055e-01
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## [8297] -8.723436e-03 3.795690e-02 -2.686042e-02 1.342753e-01
## [8301] -1.809292e-02 -6.975383e-02 -4.586042e-02 -1.271651e-01
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## [8313] -2.558140e-02 -1.094923e-03 -6.266084e-02 -8.156756e-02
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## [8321] -6.236522e-02 -5.306740e-02 2.098889e-01 3.283610e-02
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## [8341] 2.154514e-01 -8.360465e-02 1.929140e-01 6.489249e-02
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## [8353] -1.925699e-02 -1.815976e-03 2.382230e-03 -2.668188e-02
## [8357] -2.141768e-02 -1.235570e-01 -3.595871e-02 -2.868968e-01
## [8361] 2.886128e-02 -8.222980e-02 1.087727e-01 2.893062e-03
## [8365] 2.740008e-02 4.693853e-04 4.577715e-02 4.227990e-02
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## [8381] -6.296507e-02 1.280349e-01 3.104333e-02 -3.604766e-02
## [8385] -1.366641e-02 -2.214266e-02 2.218517e-02 -9.993599e-02
## [8389] 2.918022e-02 -1.133814e-01 3.473709e-02 -1.841000e-01
## [8393] 4.350087e-02 1.403585e-01 1.126329e-01 2.058273e-01
## [8397] -4.461659e-02 -6.476824e-02 8.883799e-02 -9.061049e-03
## [8401] -1.582435e-01 7.831965e-02 -4.188247e-02 1.879454e-02
## [8405] 1.549871e-01 9.222146e-02 1.525023e-01 7.917960e-02
## [8409] 2.644374e-02 -5.701301e-02 -1.956988e-02 9.211323e-03
## [8413] 8.455511e-02 2.368968e-02 1.341821e-01 -2.297599e-02
## [8417] 1.051123e-01 1.324809e-01 5.504487e-02 -7.558573e-02
## [8421] 2.742341e-02 -8.217486e-02 -8.026771e-02 9.469975e-02
## [8425] -1.442602e-01 -1.195329e-01 1.194219e-01 -1.074550e-01
## [8429] -1.279984e-01 -7.854451e-02 -7.852171e-02 2.517859e-01
## [8433] -1.282767e-01 -1.165823e-01 -1.939878e-01 8.912471e-02
## [8437] 7.239490e-02 -1.223581e-01 9.488603e-03 -8.386209e-02
## [8441] 1.496075e-01 -5.158286e-04 -6.758162e-03 1.293569e-02
## [8445] 1.743323e-02 4.260859e-02 1.488132e-01 1.110235e-02
## [8449] -8.201168e-02 -7.796590e-02 1.050237e-01 -1.459663e-01
## [8453] 4.089478e-02 9.084554e-03 -3.756513e-02 6.315586e-02
## [8457] -8.058369e-02 6.429521e-02 -2.315189e-02 3.935632e-02
## [8461] 5.299074e-02 -1.497112e-01 1.459303e-01 9.033729e-02
## [8465] 1.004116e-01 -3.408366e-02 1.389180e-04 -9.259963e-02
## [8469] -9.087579e-02 1.188375e-01 3.124571e-02 -4.435016e-02
## [8473] -4.132168e-02 5.539702e-02 3.021437e-02 3.414391e-02
## [8477] -1.703656e-01 -1.166862e-01 -4.063830e-02 2.242705e-03
## [8481] -1.171047e-01 1.136579e-01 -8.917846e-02 1.194069e-01
## [8485] 1.049771e-01 -1.206318e-01 2.019565e-01 2.645087e-02
## [8489] -6.813216e-02 -1.129741e-01 1.229351e-01 9.047456e-03
## [8493] 9.443681e-02 -1.198805e-01 1.022029e-01 -4.088204e-02
## [8497] 2.508955e-02 -2.185282e-01 -6.792762e-03 -5.875649e-02
## [8501] -2.819445e-02 -6.649755e-02 6.517287e-03 8.089259e-02
## [8505] 8.432585e-03 -5.772653e-02 1.148930e-02 1.245469e-01
## [8509] 6.743284e-03 -1.256434e-01 1.138486e-01 -3.599193e-02
## [8513] 2.934280e-02 -1.445800e-01 1.907768e-01 -2.428102e-02
## [8517] 3.821639e-02 6.278782e-02 9.217847e-02 4.327973e-02
## [8521] 7.490067e-02 1.479880e-02 4.235303e-02 -9.800823e-02
## [8525] -1.113842e-02 3.127123e-02 6.360329e-02 2.996846e-02
## [8529] -5.716348e-02 2.050494e-01 9.988011e-02 -1.411147e-01
## [8533] 6.537289e-02 -1.512791e-02 3.395346e-02 8.423185e-02
## [8537] -2.601461e-01 4.975789e-02 -2.623927e-01 -1.666465e-01
## [8541] 3.281438e-02 -2.614344e-02 -1.921352e-01 -7.317196e-02
## [8545] 2.893302e-02 -1.192878e-01 8.303754e-02 2.433635e-01
## [8549] -2.413439e-01 8.549378e-02 -4.717855e-04 -4.908271e-02
## [8553] 3.363363e-02 1.147438e-01 1.806523e-02 -2.912638e-02
## [8557] -1.319393e-01 -5.540809e-02 -1.456250e-02 -4.566324e-02
## [8561] -4.528287e-02 2.144823e-01 1.097860e-01 4.138881e-03
## [8565] -1.014214e-01 2.140781e-02 -3.299123e-03 -5.204776e-02
## [8569] -8.517978e-03 1.893433e-01 -1.835671e-01 1.447500e-01
## [8573] 2.249114e-02 2.396337e-03 3.081425e-02 -7.934802e-02
## [8577] 7.955564e-02 -2.232939e-01 1.588963e-01 -7.416836e-02
## [8581] -4.577276e-02 -1.094453e-01 1.043419e-01 7.428947e-02
## [8585] 8.365690e-02 4.256824e-02 -2.419756e-02 2.966632e-02
## [8589] -1.794329e-02 -1.574552e-01 -1.704709e-01 -2.653732e-02
## [8593] -7.070227e-02 -5.966040e-02 7.403709e-02 -8.959195e-02
## [8597] -3.779121e-02 7.920385e-02 6.526544e-02 1.109429e-01
## [8601] -1.260839e-01 -1.341309e-01 -8.934951e-03 -9.785148e-02
## [8605] 9.684463e-02 9.606774e-02 1.631722e-01 -3.471232e-02
## [8609] -2.641362e-01 1.248716e-01 1.238765e-01 -2.701912e-01
## [8613] 1.384589e-02 2.073877e-01 1.995897e-01 -2.331327e-02
## [8617] -5.866422e-02 3.476029e-02 -1.627874e-01 -5.470619e-02
## [8621] 7.417173e-02 -3.242657e-02 -1.480521e-01 -2.830497e-02
## [8625] 1.945923e-02 9.960263e-02 -4.155214e-03 -8.178109e-02
## [8629] -3.492464e-02 9.739674e-02 8.431242e-02 1.448875e-01
## [8633] -4.811838e-02 7.280967e-02 9.930790e-02 -2.116595e-02
## [8637] -1.700817e-01 -3.848359e-03 3.441186e-02 -1.840509e-01
## [8641] -1.522115e-01 -2.387447e-02 -1.307944e-02 -2.583838e-02
## [8645] -1.611377e-01 -1.932771e-02 2.085358e-01 -6.771792e-02
## [8649] -5.079169e-02 -1.500147e-02 -3.079423e-03 9.520094e-03
## [8653] -4.255850e-03 5.774349e-03 -4.649745e-02 -5.713241e-03
## [8657] 4.422632e-02 4.994226e-02 2.765728e-02 2.048190e-01
## [8661] 8.623525e-02 6.329443e-02 2.582563e-02 -9.379597e-02
## [8665] -4.806089e-02 -4.548037e-02 -2.350019e-02 -5.422089e-02
## [8669] -3.943312e-02 -1.219590e-01 -1.016273e-01 3.123603e-02
## [8673] -1.245224e-01 -6.445970e-02 -1.234075e-01 4.564994e-03
## [8677] -3.016369e-02 6.561228e-03 -6.374588e-02 -1.043843e-01
## [8681] -6.761443e-03 1.933083e-01 1.088594e-01 1.245078e-01
## [8685] -7.615554e-02 1.044245e-01 1.084817e-01 -5.670742e-02
## [8689] 6.408156e-02 9.108797e-02 -1.854471e-02 -4.087303e-02
## [8693] -1.921977e-01 5.274641e-03 -2.283574e-02 -1.012071e-01
## [8697] -1.019967e-01 -5.807069e-02 -6.007358e-02 1.676970e-01
## [8701] 1.920758e-02 -8.834473e-03 4.124674e-03 -5.075865e-02
## [8705] 3.344431e-02 -5.475439e-02 -1.068314e-01 -2.716087e-02
## [8709] 1.526824e-01 3.105663e-02 3.934656e-02 -6.038543e-02
## [8713] -3.844558e-02 7.300056e-03 -5.158427e-02 5.137577e-02
## [8717] -4.058586e-02 -1.299719e-01 1.611700e-02 -1.125836e-01
## [8721] -1.156648e-01 -4.495437e-02 -2.203604e-02 1.251642e-01
## [8725] -1.044016e-01 -3.091480e-03 -4.232222e-02 6.779841e-03
## [8729] 9.181496e-02 2.946120e-02 7.759202e-02 -1.815927e-01
## [8733] 7.868069e-02 1.582935e-01 2.045894e-01 1.335354e-01
## [8737] 5.104563e-02 1.272656e-01 -4.458251e-02 -1.588195e-02
## [8741] 1.603865e-01 -4.208849e-02 -3.484218e-02 1.455570e-01
## [8745] -1.242274e-01 -1.070720e-01 1.374627e-01 4.444289e-02
## [8749] -1.620897e-02 -1.012702e-01 -5.870654e-03 -1.664366e-01
## [8753] -5.126395e-02 -3.958064e-02 -3.956874e-02 1.527115e-02
## [8757] -4.002875e-02 -6.358419e-02 6.303906e-02 1.733972e-02
## [8761] 1.085051e-02 -1.678097e-01 1.099179e-01 -2.202579e-01
## [8765] -7.868646e-03 1.225899e-02 6.685557e-02 1.278050e-01
## [8769] 7.007018e-03 1.111077e-01 9.854221e-02 -1.094063e-01
## [8773] 6.875813e-02 -1.878493e-02 -9.733115e-02 6.704799e-02
## [8777] -1.299920e-01 -3.497426e-02 -1.599084e-01 -9.641949e-02
## [8781] -4.673655e-02 -8.395722e-03 -1.573770e-02 -3.945045e-02
## [8785] 8.906024e-02 -6.596013e-02 8.239720e-03 -5.887671e-02
## [8789] -4.466603e-02 -1.406030e-02 2.584805e-01 -7.298613e-02
## [8793] -1.247857e-01 -5.348919e-03 -1.818440e-02 1.333215e-02
## [8797] 8.196728e-02 4.756729e-03 -5.273408e-02 -2.427944e-02
## [8801] -1.086802e-01 -1.358045e-01 2.237853e-03 -1.064679e-02
## [8805] 5.464840e-02 -1.146007e-01 -4.356295e-02 -2.142182e-02
## [8809] -7.635014e-02 -7.323660e-03 -2.831799e-02 8.124590e-02
## [8813] 2.637446e-02 -1.176808e-01 6.650871e-02 -1.729482e-02
## [8817] -1.461127e-01 -4.388282e-02 6.039315e-02 3.164411e-02
## [8821] 6.129705e-02 -7.116076e-02 -2.516474e-02 -3.418975e-02
## [8825] -2.399715e-01 9.498367e-02 -1.373879e-01 -1.137524e-02
## [8829] -3.953295e-02 1.101371e-01 -1.170217e-01 -1.942715e-01
## [8833] -1.299064e-01 8.523744e-02 6.808623e-02 -2.639527e-02
## [8837] -3.330323e-02 1.065884e-01 -7.615088e-02 9.267982e-02
## [8841] -6.844660e-02 2.331659e-02 6.746853e-02 -2.977683e-02
## [8845] 1.797356e-01 9.972347e-02 1.280895e-01 -7.774663e-02
## [8849] 1.278350e-02 1.194473e-01 -7.105695e-02 1.406043e-02
## [8853] 5.592650e-02 -1.198943e-01 -1.061387e-01 8.483561e-02
## [8857] 8.949882e-02 -8.707387e-02 1.111483e-01 -1.854178e-01
## [8861] -5.229112e-02 -1.302712e-01 4.713473e-02 8.794705e-02
## [8865] -2.011572e-01 -1.540863e-01 -8.100032e-02 4.323526e-02
## [8869] -5.482423e-02 4.187101e-02 1.764242e-01 9.628839e-02
## [8873] 5.032731e-02 -1.068307e-02 -1.784431e-01 -2.135522e-02
## [8877] -7.304358e-02 -7.565038e-02 8.153168e-02 2.187984e-02
## [8881] -2.498017e-02 4.417144e-02 1.271212e-01 3.879053e-02
## [8885] 1.458992e-01 1.034299e-02 -1.720995e-01 1.473846e-01
## [8889] 1.103849e-01 -1.152684e-02 2.060700e-02 1.652285e-01
## [8893] 3.744288e-02 -1.086112e-01 3.322579e-02 2.347452e-02
## [8897] 2.795872e-02 -5.857594e-02 -1.279898e-01 5.925590e-02
## [8901] 1.353573e-01 2.834365e-02 -1.166560e-01 -4.622648e-02
## [8905] -4.453921e-02 2.510944e-02 -4.740657e-02 8.360227e-02
## [8909] 3.489690e-02 -1.170758e-01 6.778646e-02 1.986469e-01
## [8913] 3.932992e-02 6.527843e-02 6.261974e-02 1.548791e-01
## [8917] 1.430714e-02 -1.413474e-01 -1.272015e-01 -1.648788e-01
## [8921] 1.298600e-01 1.044743e-01 9.321885e-02 -1.145535e-01
## [8925] -4.918292e-02 -2.116122e-02 3.790173e-02 -1.645035e-01
## [8929] -1.381451e-01 8.780848e-02 -1.728172e-02 -1.038315e-01
## [8933] -9.916315e-02 -4.522157e-02 -1.193920e-01 -1.206592e-01
## [8937] -5.016796e-02 1.769174e-01 -9.619664e-02 3.182271e-02
## [8941] -1.805204e-01 -1.340159e-01 1.522426e-02 1.346123e-01
## [8945] -5.552643e-02 6.666442e-02 1.899789e-02 2.576280e-02
## [8949] -9.726162e-03 1.854674e-01 1.148914e-01 4.413552e-02
## [8953] -1.227953e-01 8.724409e-02 -6.297076e-02 2.014708e-01
## [8957] 2.017109e-03 -1.553775e-01 2.188121e-02 6.973350e-02
## [8961] 1.314514e-01 5.966680e-02 -1.085636e-01 -6.756967e-02
## [8965] -4.573877e-02 -2.844709e-02 1.618241e-01 -7.032063e-02
## [8969] -8.519640e-02 5.273761e-02 -1.458662e-01 -2.828043e-03
## [8973] -4.949551e-04 1.925848e-02 3.671606e-02 1.873814e-01
## [8977] 9.256311e-02 4.869333e-02 1.074793e-01 1.443608e-01
## [8981] -2.094549e-02 -1.556623e-02 2.504084e-01 -2.002978e-02
## [8985] 6.336444e-03 -1.302913e-01 1.798980e-01 -7.893653e-02
## [8989] 1.928483e-01 -2.102334e-01 1.138051e-01 -5.963458e-02
## [8993] -7.706905e-02 -6.570065e-03 1.185631e-01 2.422671e-01
## [8997] 2.168513e-02 -1.627426e-01 5.536868e-02 7.379293e-02
## [9001] -9.106341e-03 4.104390e-02 -3.609060e-02 -2.121588e-02
## [9005] 5.062142e-02 -1.114415e-01 1.943263e-01 1.515889e-03
## [9009] -1.062223e-01 -5.917695e-02 1.415696e-01 1.093761e-01
## [9013] -1.124435e-01 1.021146e-01 1.743108e-02 8.426278e-02
## [9017] -1.674524e-01 1.597768e-01 8.698898e-03 3.694989e-02
## [9021] 4.105848e-02 -2.277115e-02 1.038631e-01 -2.039999e-01
## [9025] -1.688749e-01 2.594643e-02 1.664462e-01 -1.338607e-01
## [9029] 1.031934e-01 -2.194739e-01 3.484568e-02 -1.118206e-01
## [9033] 6.157352e-02 -1.598462e-01 1.475090e-01 4.855708e-02
## [9037] -1.104609e-01 5.017686e-02 8.491863e-02 8.531539e-02
## [9041] 1.051291e-03 7.855959e-02 -1.550230e-01 -1.151147e-01
## [9045] 2.657279e-02 -4.112366e-02 6.181036e-03 -1.225545e-01
## [9049] 3.708066e-02 -7.487208e-03 8.237582e-03 2.927515e-02
## [9053] 6.549804e-02 5.137648e-03 9.582163e-02 1.166612e-01
## [9057] 7.159857e-02 1.398861e-02 1.333633e-01 1.091009e-01
## [9061] -6.091899e-02 -1.081543e-01 -1.019662e-01 -8.885854e-02
## [9065] 6.725868e-02 6.855943e-02 -4.451132e-02 -2.821490e-02
## [9069] -2.212324e-02 -1.509064e-01 -1.349703e-05 1.309110e-01
## [9073] -1.772663e-01 -1.162283e-01 -5.434248e-02 5.884538e-02
## [9077] -2.447538e-02 5.276909e-02 1.682473e-01 -1.101254e-02
## [9081] -6.152025e-02 5.300250e-02 9.197467e-02 -1.549691e-01
## [9085] -1.494117e-01 -2.340984e-02 -1.104223e-01 9.573703e-02
## [9089] 6.060035e-02 8.725165e-02 -7.860925e-02 2.002965e-02
## [9093] 5.362975e-02 -1.676011e-02 1.012179e-01 -1.140472e-01
## [9097] 4.608087e-02 -6.607819e-02 -9.727867e-03 -5.894375e-02
## [9101] -1.116839e-01 2.868981e-02 1.902497e-01 -2.541569e-02
## [9105] 1.537191e-02 -1.270843e-01 3.530230e-02 1.416702e-01
## [9109] 2.869851e-02 1.888982e-02 3.482150e-02 3.854916e-02
## [9113] -4.086463e-02 -8.427187e-02 -5.615005e-02 7.793732e-02
## [9117] -4.926954e-02 7.201162e-02 -3.421985e-02 1.386135e-02
## [9121] -5.093471e-03 -2.143419e-01 -5.768040e-02 -2.236436e-01
## [9125] 1.388217e-01 2.352348e-01 -4.488630e-03 -6.082401e-02
## [9129] 8.294292e-02 5.198233e-02 8.171789e-02 1.960277e-01
## [9133] -3.089132e-02 -4.322694e-02 1.316330e-01 9.499543e-02
## [9137] -1.101290e-01 2.884424e-03 -1.290545e-01 -6.071357e-02
## [9141] -6.480823e-02 4.023914e-03 -1.549980e-01 1.029411e-01
## [9145] -9.067758e-03 -9.616510e-03 -4.903143e-02 -8.708618e-02
## [9149] 5.935995e-02 -7.570539e-02 -5.821162e-02 -2.418776e-02
## [9153] -4.328685e-03 1.488913e-01 -7.364009e-03 7.299354e-03
## [9157] -1.624242e-01 -1.029875e-02 1.002728e-01 5.291747e-02
## [9161] -1.019097e-01 -8.138901e-02 -4.200719e-02 -3.977657e-03
## [9165] -5.521023e-02 7.419851e-02 -7.105743e-02 5.413814e-02
## [9169] 2.569108e-01 -6.710960e-02 -1.229932e-01 3.304539e-02
## [9173] -2.033387e-02 -1.587719e-01 -1.541642e-01 -6.572530e-02
## [9177] 2.246814e-02 -9.405476e-02 2.569289e-01 -1.386952e-01
## [9181] 1.003580e-02 4.783030e-02 2.845850e-02 -2.108773e-01
## [9185] 1.353773e-01 -3.690944e-03 -5.842406e-02 -2.003094e-01
## [9189] 3.296821e-02 8.818462e-02 6.470786e-02 -3.487579e-02
## [9193] 9.882961e-02 1.310411e-01 1.092715e-01 -1.486445e-02
## [9197] -3.580108e-02 4.215399e-02 -4.195554e-02 1.993102e-01
## [9201] 4.492829e-02 -2.313330e-02 1.439151e-01 1.473349e-01
## [9205] 9.640308e-02 -9.620335e-02 4.881164e-03 -1.911041e-01
## [9209] 9.168444e-03 2.874754e-02 7.492762e-02 1.769037e-01
## [9213] -2.184704e-01 -1.567142e-02 3.729186e-02 -3.542023e-02
## [9217] 4.540551e-02 -1.761423e-01 1.061219e-02 6.816682e-02
## [9221] -1.183212e-01 7.410411e-02 7.513403e-02 -6.947200e-02
## [9225] 1.220049e-01 -1.649786e-01 -8.653512e-02 9.587260e-02
## [9229] 3.030815e-02 8.787931e-02 -2.187251e-02 2.609848e-03
## [9233] 6.845571e-02 6.341658e-02 -1.027652e-01 1.470757e-03
## [9237] -1.240046e-02 -3.388352e-03 -9.655837e-02 7.319637e-02
## [9241] 2.817148e-02 -1.020054e-02 -9.662687e-02 1.595473e-01
## [9245] -1.555521e-02 6.951862e-02 -8.267579e-03 2.912714e-02
## [9249] 9.091526e-02 4.422650e-02 -3.579745e-03 -1.256220e-01
## [9253] 4.689004e-02 -1.836568e-01 -3.484037e-02 -7.796929e-02
## [9257] -6.587350e-02 -2.841592e-02 9.220080e-02 6.214653e-02
## [9261] 6.853977e-02 -1.812611e-01 -1.014601e-02 -4.993953e-02
## [9265] -7.757594e-02 4.483730e-02 7.856622e-02 1.091107e-02
## [9269] -3.552911e-02 1.293641e-01 1.448604e-01 -6.965884e-02
## [9273] 2.822304e-04 -2.736698e-03 -9.792433e-02 8.193489e-02
## [9277] 1.238917e-01 2.287286e-02 1.788060e-01 -1.095090e-02
## [9281] 8.822187e-03 -6.746471e-02 9.927643e-03 -8.802212e-02
## [9285] -6.547164e-03 -9.261493e-02 1.221958e-02 -7.808871e-02
## [9289] -9.955285e-03 1.261059e-01 -6.856004e-02 8.495040e-02
## [9293] -1.104196e-01 2.605128e-02 1.459293e-01 -1.036008e-02
## [9297] -1.221293e-01 1.357218e-01 -4.140405e-02 1.357825e-01
## [9301] -9.615389e-02 -1.316084e-01 8.716961e-02 1.504932e-01
## [9305] -3.597860e-02 -3.122670e-02 -1.005673e-02 -8.033045e-02
## [9309] -1.510717e-02 2.758661e-02 -1.379283e-01 1.189325e-01
## [9313] 9.828316e-02 -6.000364e-02 -1.900926e-01 2.669980e-02
## [9317] -4.880792e-02 -1.146615e-01 4.748122e-02 -9.626483e-02
## [9321] -1.745813e-01 3.978456e-03 -1.721944e-02 6.894294e-03
## [9325] -3.892514e-02 -1.511590e-01 2.060036e-02 3.723456e-03
## [9329] -4.137305e-02 -2.216810e-01 4.211459e-02 1.740222e-02
## [9333] 8.275384e-02 -1.356281e-01 9.761640e-02 -3.597003e-02
## [9337] -1.728061e-01 -1.960702e-01 -2.368989e-03 -3.043340e-02
## [9341] 1.425728e-01 -7.432269e-02 8.414244e-02 2.073260e-01
## [9345] 9.581074e-02 4.424210e-02 3.301294e-03 -4.280439e-03
## [9349] -1.678619e-01 2.261696e-02 2.046500e-02 -1.084485e-01
## [9353] 1.197550e-01 -7.307868e-02 1.367788e-01 1.745862e-02
## [9357] -1.856804e-02 9.625787e-02 1.057476e-01 7.939094e-02
## [9361] 1.643507e-01 -1.218637e-01 3.789632e-02 -3.804815e-02
## [9365] 5.250008e-02 1.399079e-01 1.100073e-01 -9.660730e-02
## [9369] 2.414533e-02 1.358832e-01 7.810151e-02 1.294659e-02
## [9373] -2.245987e-02 2.690102e-02 -1.422522e-02 4.098432e-02
## [9377] 3.499756e-02 -2.272491e-01 -9.361972e-02 1.205320e-01
## [9381] -6.078906e-02 8.911078e-02 3.183936e-02 -1.369959e-01
## [9385] -1.906924e-01 5.736811e-04 1.379760e-01 -1.609704e-01
## [9389] -1.864085e-02 5.367711e-02 -5.979930e-02 8.573425e-02
## [9393] 2.109347e-02 1.085169e-01 -8.241853e-02 -1.112283e-01
## [9397] -1.302512e-01 9.181731e-02 -3.003068e-02 1.193460e-01
## [9401] 1.348601e-01 1.584260e-02 -6.469507e-02 9.068227e-02
## [9405] 7.991165e-02 1.007679e-01 1.314658e-01 4.460298e-02
## [9409] 2.719595e-02 7.197937e-02 -1.359858e-01 1.332275e-01
## [9413] -1.135123e-01 -1.274002e-01 1.516986e-01 2.159408e-01
## [9417] -6.483498e-03 2.608531e-02 1.945858e-01 -1.632846e-01
## [9421] 9.695837e-02 -4.834256e-02 8.826254e-02 1.973700e-01
## [9425] 4.820718e-02 4.121382e-02 -8.800316e-02 6.162199e-02
## [9429] -2.559599e-02 8.145946e-03 5.406250e-02 -4.566481e-02
## [9433] -7.991952e-02 5.105627e-02 -2.969115e-02 -1.046523e-01
## [9437] 2.011070e-02 -1.660138e-01 9.709662e-02 8.080336e-02
## [9441] -2.125778e-02 -2.070962e-01 -1.386970e-02 -9.548333e-02
## [9445] -1.537544e-02 -6.729999e-02 3.194312e-02 8.803845e-02
## [9449] 1.161970e-01 1.135147e-01 5.714996e-02 -3.725226e-03
## [9453] 1.102901e-01 1.089885e-01 8.508352e-02 8.779443e-02
## [9457] 1.673234e-01 5.338796e-03 -7.327156e-02 -4.585309e-02
## [9461] -1.579788e-02 2.945517e-03 -2.466255e-02 1.734904e-02
## [9465] -2.830793e-02 -1.314683e-01 1.417691e-01 -3.279579e-02
## [9469] -7.624610e-02 1.094438e-01 2.920819e-02 -2.852651e-02
## [9473] -5.779791e-03 1.201396e-01 -4.211033e-02 -6.486890e-02
## [9477] 8.499078e-02 7.544529e-02 8.723823e-02 2.117044e-01
## [9481] 1.471452e-01 4.009064e-02 7.446968e-02 4.993567e-02
## [9485] 1.057213e-01 8.380013e-02 -6.476594e-03 3.171638e-02
## [9489] -6.530063e-02 2.004446e-01 6.164082e-02 -9.726597e-02
## [9493] 5.288183e-03 3.511395e-01 -1.059012e-01 -3.965939e-02
## [9497] -1.891389e-01 9.979605e-02 1.167284e-01 1.303900e-01
## [9501] 1.944866e-01 2.918314e-02 -1.281447e-01 1.294427e-01
## [9505] -1.024448e-01 -1.144453e-01 -2.022067e-01 -1.146564e-01
## [9509] 4.074366e-03 1.806966e-01 -1.040246e-01 -6.317940e-02
## [9513] -1.288476e-01 1.549984e-01 1.302146e-02 -1.326868e-01
## [9517] -6.794779e-02 7.803909e-02 -5.343491e-02 2.043048e-02
## [9521] -1.117931e-01 -6.114388e-02 -4.830696e-02 1.515820e-01
## [9525] -1.035668e-01 -1.258717e-01 -7.124659e-02 4.258751e-02
## [9529] -4.420793e-02 3.664564e-02 8.843504e-02 2.861905e-01
## [9533] -3.641175e-02 2.242371e-01 1.532081e-01 6.219631e-02
## [9537] 1.922784e-02 -1.054042e-01 -1.108279e-01 -7.324284e-02
## [9541] 5.098051e-02 1.335798e-01 1.833488e-02 -3.682042e-02
## [9545] -6.394127e-02 -1.024955e-01 -6.363203e-02 4.292166e-03
## [9549] 9.734443e-02 7.707976e-03 5.456538e-02 -9.180238e-02
## [9553] 8.384142e-02 5.306580e-02 8.730093e-02 6.539763e-02
## [9557] -4.638324e-02 -6.055237e-02 -1.406297e-02 -1.022942e-01
## [9561] -7.598012e-02 1.120006e-01 6.389404e-03 -1.306676e-01
## [9565] 5.498021e-02 -5.467674e-02 5.400876e-02 -1.276355e-02
## [9569] 9.662862e-02 -4.692409e-02 1.240510e-02 -8.060360e-02
## [9573] -1.199209e-01 -1.511268e-01 1.237489e-01 1.085847e-01
## [9577] -1.290612e-01 2.106469e-02 8.583282e-02 -1.113567e-01
## [9581] -2.938320e-02 -3.207849e-02 -5.862886e-02 8.718068e-02
## [9585] 3.735214e-03 1.833107e-01 8.774452e-03 6.262385e-02
## [9589] 1.511635e-01 -1.274896e-01 1.323834e-02 -1.009535e-01
## [9593] -6.977158e-03 -1.219598e-01 -1.838676e-01 -7.953034e-02
## [9597] 1.725292e-01 -7.262297e-02 5.404818e-02 -1.428470e-02
## [9601] -1.137945e-01 -1.239043e-01 1.783113e-02 -1.505097e-01
## [9605] -8.012531e-02 6.737382e-02 2.025807e-01 -1.694852e-01
## [9609] 8.620098e-02 -5.080243e-02 3.813309e-02 -1.575534e-02
## [9613] 7.674056e-03 -3.659155e-02 -2.812866e-03 4.624386e-02
## [9617] 2.151616e-02 8.136241e-03 1.053204e-01 4.997747e-02
## [9621] 5.759072e-02 -2.224925e-02 -1.640163e-01 5.677401e-02
## [9625] 1.953213e-02 -1.917128e-01 -4.402852e-02 1.628222e-01
## [9629] -3.914747e-02 4.603631e-02 2.159346e-01 -4.467653e-02
## [9633] 1.313256e-01 7.952741e-02 -3.414798e-02 -8.915057e-02
## [9637] 1.317886e-01 1.174493e-01 -1.069653e-02 -2.070763e-01
## [9641] -3.442526e-02 8.346656e-03 5.412714e-02 2.389627e-02
## [9645] 5.099961e-02 1.227087e-01 5.535789e-03 1.318570e-01
## [9649] 2.419201e-02 -8.639738e-02 7.458930e-02 -4.837102e-02
## [9653] -3.878213e-02 -7.833876e-02 -5.013586e-02 3.189219e-02
## [9657] -1.585758e-01 8.310281e-02 3.009682e-02 -5.197368e-02
## [9661] 6.276820e-02 -2.208493e-02 -1.077352e-02 5.235306e-03
## [9665] -1.616362e-02 2.337453e-01 8.926726e-02 3.012345e-02
## [9669] 7.007639e-02 -1.567277e-02 -4.725245e-02 5.681973e-02
## [9673] 3.667300e-02 -5.390677e-02 -3.849730e-02 1.197312e-01
## [9677] 9.465434e-02 -1.904017e-01 1.112999e-01 1.745591e-01
## [9681] -6.327897e-02 2.527366e-02 6.753852e-02 -8.459093e-03
## [9685] -1.148614e-01 1.242587e-01 1.300457e-01 -3.644396e-02
## [9689] 1.210800e-01 6.625903e-03 -1.865126e-02 2.359666e-02
## [9693] 2.715503e-01 -1.879167e-01 7.258496e-02 8.741128e-02
## [9697] 8.169533e-02 -5.713541e-02 -6.433687e-02 6.151159e-02
## [9701] -7.852266e-02 2.982578e-02 5.873481e-04 -2.152000e-01
## [9705] 5.468674e-02 -3.609250e-02 7.390246e-02 -4.079010e-02
## [9709] 4.347469e-02 4.026419e-02 -1.525786e-01 2.778508e-02
## [9713] -1.168129e-01 3.967071e-02 6.451864e-02 8.683940e-02
## [9717] -7.543194e-02 8.354191e-02 2.515042e-02 -1.776062e-02
## [9721] 5.836240e-02 -1.020935e-01 -8.131507e-02 -7.710970e-02
## [9725] 1.789761e-01 -4.172122e-02 -5.069372e-03 -4.046093e-03
## [9729] -1.852200e-01 5.496528e-02 1.100092e-01 -9.675006e-02
## [9733] 4.086714e-03 1.128456e-01 8.915429e-03 -1.042854e-01
## [9737] 6.834410e-02 1.132710e-02 1.426438e-01 -1.477973e-01
## [9741] 2.545130e-02 1.202411e-01 6.045152e-02 -2.299635e-01
## [9745] -7.847346e-02 -5.373330e-02 5.008224e-02 -1.089300e-01
## [9749] 1.600854e-01 9.532776e-02 -4.983336e-03 -1.949203e-02
## [9753] 2.571069e-02 1.165144e-01 -3.533368e-02 -7.895050e-03
## [9757] 3.159023e-01 5.081259e-02 -9.398891e-03 -1.285180e-01
## [9761] -1.024853e-01 -8.945460e-02 -1.027904e-01 -1.596175e-01
## [9765] 2.712772e-02 -4.847117e-02 -8.232589e-02 -7.622111e-03
## [9769] 5.844048e-02 6.693659e-02 -1.426356e-01 -2.033995e-01
## [9773] 4.811359e-02 1.532687e-01 2.100076e-02 -8.216451e-03
## [9777] -1.147780e-01 -8.946225e-02 6.087755e-02 4.649076e-03
## [9781] 2.259302e-02 -2.159299e-01 -1.246704e-01 2.596297e-03
## [9785] 4.312594e-02 1.256558e-01 4.717916e-02 4.338095e-02
## [9789] -1.625233e-01 3.748400e-02 -7.679319e-02 2.745186e-02
## [9793] -1.972284e-01 -1.019830e-01 -1.132958e-01 1.614772e-01
## [9797] 8.035873e-02 2.392083e-01 2.013745e-01 -2.282597e-01
## [9801] 4.841291e-02 4.268399e-02 1.844885e-01 6.870277e-02
## [9805] -3.399490e-02 7.068802e-02 -3.204165e-02 -2.416130e-01
## [9809] -7.137271e-02 5.324201e-02 -6.563960e-02 -1.067643e-01
## [9813] -1.763167e-02 -2.846345e-02 -6.796165e-02 -1.797140e-01
## [9817] -9.249787e-02 2.246443e-02 -1.379492e-02 -6.627656e-02
## [9821] -4.050928e-02 -1.880786e-01 1.203686e-01 2.276282e-01
## [9825] -5.498996e-02 -7.639136e-02 -7.217567e-02 1.156073e-01
## [9829] 4.195481e-02 4.757044e-02 -1.353465e-01 1.453254e-02
## [9833] -3.772063e-02 1.798729e-01 2.839499e-02 -7.808913e-02
## [9837] 1.049112e-01 -1.911555e-01 1.244729e-01 -1.288376e-02
## [9841] -6.833648e-03 3.087071e-02 -3.030733e-01 -7.300845e-02
## [9845] -2.712866e-03 1.853882e-01 1.403741e-01 -1.010526e-01
## [9849] -2.043212e-01 -2.105561e-02 -5.904054e-02 1.812602e-01
## [9853] -5.970128e-03 1.918891e-01 8.798559e-02 6.332321e-02
## [9857] -3.532592e-02 1.010423e-01 2.923199e-01 7.413549e-02
## [9861] -1.333600e-01 -1.095975e-03 6.481738e-02 1.106756e-01
## [9865] -5.558906e-02 -4.018495e-03 -2.578476e-02 5.146763e-02
## [9869] -7.694963e-03 -3.627938e-02 2.824316e-02 1.251772e-01
## [9873] -8.305868e-02 7.222987e-02 -4.794538e-02 -3.821311e-02
## [9877] -6.415414e-02 9.163868e-02 -1.917431e-01 6.029292e-02
## [9881] 6.515067e-02 6.706999e-03 -4.263522e-02 -1.114124e-02
## [9885] 1.157103e-02 6.412161e-02 3.527397e-02 6.123280e-02
## [9889] -1.906410e-02 1.519961e-01 -5.989471e-02 1.911899e-01
## [9893] 5.338103e-02 -2.583028e-01 -1.099164e-01 -1.522181e-02
## [9897] 5.667535e-02 8.676604e-02 9.960899e-02 -3.912570e-03
## [9901] -1.321533e-01 1.161035e-03 -9.425831e-02 -2.187154e-01
## [9905] 6.026386e-02 -7.356355e-02 1.029437e-01 -1.202456e-01
## [9909] 3.157369e-02 2.048068e-01 -9.289472e-02 -1.218919e-03
## [9913] 9.067892e-02 -5.580849e-02 2.924156e-02 7.411883e-02
## [9917] -1.270496e-01 -8.323722e-02 8.348175e-02 -2.730496e-02
## [9921] 7.172531e-02 -3.632484e-02 -1.395808e-01 4.066922e-02
## [9925] 2.035514e-01 1.861657e-01 -4.792473e-02 -1.061327e-01
## [9929] -1.577460e-02 9.730228e-02 6.743179e-03 -3.968469e-02
## [9933] -9.980527e-02 -8.876217e-02 -1.570660e-01 8.632270e-02
## [9937] -1.142002e-01 -1.261702e-01 3.423751e-02 1.939142e-02
## [9941] 7.515158e-02 -1.118767e-01 2.198569e-01 1.406288e-01
## [9945] -6.577625e-02 2.097625e-02 -8.403927e-02 -8.566835e-02
## [9949] -6.586841e-02 -3.014909e-02 1.899307e-02 4.354168e-02
## [9953] -4.043813e-02 1.841334e-01 6.603322e-02 -1.776956e-02
## [9957] -1.807470e-01 6.047771e-02 4.211187e-02 -6.049366e-02
## [9961] 2.163082e-02 1.601508e-01 1.037973e-01 -1.058712e-01
## [9965] 4.015858e-02 1.114465e-01 2.536501e-02 -3.941469e-02
## [9969] -9.055370e-02 -8.290470e-03 3.633265e-02 -6.588188e-02
## [9973] -2.153093e-01 2.429095e-01 2.072268e-01 -2.657907e-02
## [9977] -8.837700e-02 1.916660e-01 -1.839774e-02 3.830507e-02
## [9981] -2.118272e-01 2.160300e-02 -4.059380e-02 4.928276e-02
## [9985] -2.271368e-02 -6.073452e-02 -7.983498e-02 7.069415e-02
## [9989] -3.220483e-02 -1.913869e-01 6.790774e-02 -1.873470e-01
## [9993] -1.000213e-01 7.223445e-03 1.693633e-03 -1.451691e-01
## [9997] -1.487617e-01 1.766154e-02 -1.530186e-03 4.303220e-02hist(replicate(1e+05,cor(rnorm(100,0,1),rnorm(100,0,1))))
sim_rs <- replicate(10000,cor(rnorm(100,0,1),rnorm(100,0,1)))
sort(abs(sim_rs))[95000]## [1] NAF simulation
A <- c(1,2,3,4)
B <- c(3,4,5,6)
C <- c(5,6,7,8)
conds<- rep(c("A","B","C"), each=4)
DV <- c(A,B,C)
df <- data.frame(conds, DV)
summary (aov(DV~conds,df))## Df Sum Sq Mean Sq F value Pr(>F)
## conds 2 32 16.000 9.6 0.00586 **
## Residuals 9 15 1.667
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1run_anova <- function(){
A <- rnorm(4,0,1)
B <- rnorm(4,0,1)
C <- rnorm(4,0,1)
conds<- rep(c("A","B","C"), each=4)?
DV <- c(A,B,C)
df <- data.frame(conds, DV)
summary (aov(DV~conds,df))
sum_out <- summary(aov(DV~conds,df))
sum_out[[1]]$`F value`[1]
return(sum_out[[1]]$`F value`[1])
}
save_fs <- replicate(10000,run_anova())## Warning in if (type == "package") package <- topic: the condition has
## length > 1 and only the first element will be used## Error in `?`(conds <- rep(c("A", "B", "C"), each = 4), DV <- c(A, B, C)): c("no documentation of type 'A' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'A' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'A' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'A' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'B' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'B' and topic 'DV <- c(A, B, C)' (or error in processing help)",
## "no documentation of type 'B' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'B' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'C' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'C' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'C' and topic 'DV <- c(A, B, C)' (or error in processing help)", "no documentation of type 'C' and topic 'DV <- c(A, B, C)' (or error in processing help)"
## )hist(save_fs)## Error in hist(save_fs): object 'save_fs' not foundsort(save_fs)[9500]## Error in sort(save_fs): object 'save_fs' not foundqf(.95,2,9)## [1] 4.256495SHINY
From our class site
library(shiny)
USER INTERFACE
ui <- fluidPage( sidebarLayout( sidebarPanel( # put web page elements here ), mainPanel( # put web page elements here ) ) )
SERVER
server <- function(input, output) {
# recieve inputs # do things # update the webpage
}
Run the application
shinyApp(ui = ui, server = server)
Optimization
a<-rep(0, 1000)
class(a) #this creates a class of numbers## [1] "numeric"a<-as.character(rep(0, 1000))
object.size(a) #this converts the numbers into characters with quotation marks## 8104 bytesa <- as.integer(rep(0,1000))
object.size(a)## 4048 bytesThe data.frame class is more intensive than the matrix. The matrix takes the least space, then larger is the data.frame and then the largest is the data.table package. Data.frames can be turned into a data.table and vice-versa.
Ultimately, there are different ways to store data that will determine how much space is taken up on the computer.
Rprof(tmp <- tempfile()) #short for "r profile"-it searches through R and starts measuring how long everything takes to process in R. It then records how long each program takes and stores it into the "tmp" file
a <- matrix(0,nrow=2,ncol=1000)
for(i in 1:1000){
a <- rbind(a,rnorm(1000,0,1)) #rbind is "row bind"
}
Rprof()
summaryRprof(tmp)## $by.self
## self.time self.pct total.time total.pct
## "rbind" 4.66 98.31 4.72 99.58
## "rnorm" 0.06 1.27 0.06 1.27
## "doTryCatch" 0.02 0.42 4.74 100.00
##
## $by.total
## total.time total.pct self.time self.pct
## "doTryCatch" 4.74 100.00 0.02 0.42
## "block_exec" 4.74 100.00 0.00 0.00
## "call_block" 4.74 100.00 0.00 0.00
## "eval" 4.74 100.00 0.00 0.00
## "evaluate" 4.74 100.00 0.00 0.00
## "evaluate::evaluate" 4.74 100.00 0.00 0.00
## "evaluate_call" 4.74 100.00 0.00 0.00
## "FUN" 4.74 100.00 0.00 0.00
## "generator$render" 4.74 100.00 0.00 0.00
## "handle" 4.74 100.00 0.00 0.00
## "in_dir" 4.74 100.00 0.00 0.00
## "knitr::knit" 4.74 100.00 0.00 0.00
## "lapply" 4.74 100.00 0.00 0.00
## "process_file" 4.74 100.00 0.00 0.00
## "process_group" 4.74 100.00 0.00 0.00
## "process_group.block" 4.74 100.00 0.00 0.00
## "render_one" 4.74 100.00 0.00 0.00
## "rmarkdown::render" 4.74 100.00 0.00 0.00
## "rmarkdown::render_site" 4.74 100.00 0.00 0.00
## "sapply" 4.74 100.00 0.00 0.00
## "suppressMessages" 4.74 100.00 0.00 0.00
## "timing_fn" 4.74 100.00 0.00 0.00
## "try" 4.74 100.00 0.00 0.00
## "tryCatch" 4.74 100.00 0.00 0.00
## "tryCatchList" 4.74 100.00 0.00 0.00
## "tryCatchOne" 4.74 100.00 0.00 0.00
## "withCallingHandlers" 4.74 100.00 0.00 0.00
## "withVisible" 4.74 100.00 0.00 0.00
## "rbind" 4.72 99.58 4.66 98.31
## "rnorm" 0.06 1.27 0.06 1.27
## "addCenvVars" 0.02 0.42 0.00 0.00
## "as.vector" 0.02 0.42 0.00 0.00
## "compile" 0.02 0.42 0.00 0.00
## "compiler:::tryCompile" 0.02 0.42 0.00 0.00
## "findLocals" 0.02 0.42 0.00 0.00
## "findLocalsList" 0.02 0.42 0.00 0.00
## "findLocalsList1" 0.02 0.42 0.00 0.00
## "ls" 0.02 0.42 0.00 0.00
## "union" 0.02 0.42 0.00 0.00
## "unique" 0.02 0.42 0.00 0.00
##
## $sample.interval
## [1] 0.02
##
## $sampling.time
## [1] 4.74library(microbenchmark)## Warning: package 'microbenchmark' was built under R version 3.5.3a<-rnorm(10000,500,25)
microbenchmark(mean(a),
sum(a)/length(a))## Unit: microseconds
## expr min lq mean median uq max neval
## mean(a) 30.778 31.8045 34.27703 34.369 35.395 77.458 100
## sum(a)/length(a) 13.850 14.3640 15.37956 15.390 15.903 20.007 100With rbind, R makes a copy of your data frame (or matrix), alters it and puts all of that modified stuff back into the original copy. This takes up a lot of memory over time.
If you are finding that the mean of the code is slowing down the processing, you may choose to substitute that with sum(a)/length(a) method.
To speead up code, place rprof in the beginning and end of the code.
a<-data.frame(a=c(0,0)) b=c(0,0)
April 29, 2019
How to use Xaringan
“The Definitive Guide to R Markdown” by Yihui Xie
Xie created knitr and xaringan
- Copy the template -Open a new R Markdown -Open templates -Select “Ninja Presentation”
- The format use: css: [default, metropolis, metropolis-fonts] -## sign will put words into a dark banner -# sign will create a first level header (title in the middle of a page)
- Use — to create a new slide -for bullet points, provide a space between each line -use - to create bullet point
- For format Use class: inverse, middle, center #order doesn’t matter with these format commands. Commands can be listed alone on each slide
- To bold text, Bold
- You can add an image by using knitr::include_graphics(“”)
May 6, 2019
Bookdown Package
- Search for “Bookdown demo”
- download the files from the demo
- download bookdown package
- You can knit an external file or create a tab on the site