This function is a wrapper over different methods of density estimation. By
default, it uses the base R density with by default uses a different smoothing
bandwidth ("SJ") from the legacy default implemented the base R density
function ("nrd0"). However, Deng and Wickham suggest that method = "KernSmooth"
is the fastest and the most accurate.
Usage
estimate_density(x, ...)
# S3 method for class 'data.frame'
estimate_density(
x,
method = "kernel",
precision = 2^10,
extend = FALSE,
extend_scale = 0.1,
bw = "SJ",
ci = NULL,
select = NULL,
at = NULL,
group_by = NULL,
...
)Arguments
- x
Vector representing a posterior distribution, or a data frame of such vectors. Can also be a Bayesian model. bayestestR supports a wide range of models (see, for example,
methods("hdi")) and not all of those are documented in the 'Usage' section, because methods for other classes mostly resemble the arguments of the.numericor.data.framemethods.- ...
Currently not used.
- method
Density estimation method. Can be
"kernel"(default),"logspline"or"KernSmooth".- precision
Number of points of density data. See the
nparameter indensity.- extend
Extend the range of the x axis by a factor of
extend_scale.- extend_scale
Ratio of range by which to extend the x axis. A value of
0.1means that the x axis will be extended by1/10of the range of the data.- bw
See the eponymous argument in
density. Here, the default has been changed for"SJ", which is recommended.- ci
The confidence interval threshold. Only used when
method = "kernel". This feature is experimental, use with caution.- select
Character vector of column names. If NULL (the default), all numeric variables will be selected. Other arguments from
datawizard::find_columns()(such asexclude) can also be used.- at
Optional character vector. If not
NULLand input is a data frame, density estimation is performed for each group (subsets) indicated byat. See examples.- group_by
Deprecated in favour of
at.
Note
There is also a plot()-method implemented in the see-package.
Examples
library(bayestestR)
set.seed(1)
x <- rnorm(250, mean = 1)
# Basic usage
density_kernel <- estimate_density(x) # default method is "kernel"
hist(x, prob = TRUE)
lines(density_kernel$x, density_kernel$y, col = "black", lwd = 2)
lines(density_kernel$x, density_kernel$CI_low, col = "gray", lty = 2)
lines(density_kernel$x, density_kernel$CI_high, col = "gray", lty = 2)
legend("topright",
legend = c("Estimate", "95% CI"),
col = c("black", "gray"), lwd = 2, lty = c(1, 2)
)
# Other Methods
density_logspline <- estimate_density(x, method = "logspline")
density_KernSmooth <- estimate_density(x, method = "KernSmooth")
density_mixture <- estimate_density(x, method = "mixture")
hist(x, prob = TRUE)
lines(density_kernel$x, density_kernel$y, col = "black", lwd = 2)
lines(density_logspline$x, density_logspline$y, col = "red", lwd = 2)
lines(density_KernSmooth$x, density_KernSmooth$y, col = "blue", lwd = 2)
lines(density_mixture$x, density_mixture$y, col = "green", lwd = 2)
# Extension
density_extended <- estimate_density(x, extend = TRUE)
density_default <- estimate_density(x, extend = FALSE)
hist(x, prob = TRUE)
lines(density_extended$x, density_extended$y, col = "red", lwd = 3)
lines(density_default$x, density_default$y, col = "black", lwd = 3)
# Multiple columns
head(estimate_density(iris))
#> Parameter x y
#> 1 Sepal.Length 4.300000 0.09650527
#> 2 Sepal.Length 4.303519 0.09766644
#> 3 Sepal.Length 4.307038 0.09883222
#> 4 Sepal.Length 4.310557 0.10001063
#> 5 Sepal.Length 4.314076 0.10119336
#> 6 Sepal.Length 4.317595 0.10238484
head(estimate_density(iris, select = "Sepal.Width"))
#> Parameter x y
#> 1 Sepal.Width 2.000000 0.04651972
#> 2 Sepal.Width 2.002346 0.04733324
#> 3 Sepal.Width 2.004692 0.04816144
#> 4 Sepal.Width 2.007038 0.04899919
#> 5 Sepal.Width 2.009384 0.04984690
#> 6 Sepal.Width 2.011730 0.05071174
# Grouped data
head(estimate_density(iris, at = "Species"))
#> Parameter x y Species
#> 1 Sepal.Length 4.300000 0.2355986 setosa
#> 2 Sepal.Length 4.301466 0.2375879 setosa
#> 3 Sepal.Length 4.302933 0.2395766 setosa
#> 4 Sepal.Length 4.304399 0.2415640 setosa
#> 5 Sepal.Length 4.305865 0.2435508 setosa
#> 6 Sepal.Length 4.307331 0.2455353 setosa
head(estimate_density(iris$Petal.Width, at = iris$Species))
#> x y Group
#> 1 0.1000000 9.011872 setosa
#> 2 0.1004888 8.955399 setosa
#> 3 0.1009775 8.792239 setosa
#> 4 0.1014663 8.528268 setosa
#> 5 0.1019550 8.172719 setosa
#> 6 0.1024438 7.737660 setosa
# \donttest{
# rstanarm models
# -----------------------------------------------
library(rstanarm)
model <- suppressWarnings(
stan_glm(mpg ~ wt + gear, data = mtcars, chains = 2, iter = 200, refresh = 0)
)
head(estimate_density(model))
#> Parameter x y
#> 1 (Intercept) 24.19242 0.002029767
#> 2 (Intercept) 24.22067 0.002052337
#> 3 (Intercept) 24.24892 0.002074994
#> 4 (Intercept) 24.27717 0.002097736
#> 5 (Intercept) 24.30542 0.002120651
#> 6 (Intercept) 24.33367 0.002143652
library(emmeans)
head(estimate_density(emtrends(model, ~1, "wt", data = mtcars)))
#> Parameter x y
#> 1 overall -7.810281 0.01754139
#> 2 overall -7.806283 0.01763125
#> 3 overall -7.802285 0.01771950
#> 4 overall -7.798287 0.01780524
#> 5 overall -7.794289 0.01788964
#> 6 overall -7.790292 0.01797242
# brms models
# -----------------------------------------------
library(brms)
model <- brms::brm(mpg ~ wt + cyl, data = mtcars)
#> Compiling Stan program...
#> Start sampling
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 1).
#> Chain 1:
#> Chain 1: Gradient evaluation took 8e-06 seconds
#> Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
#> Chain 1: Adjust your expectations accordingly!
#> Chain 1:
#> Chain 1:
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#> Chain 1:
#> Chain 1: Elapsed Time: 0.022 seconds (Warm-up)
#> Chain 1: 0.016 seconds (Sampling)
#> Chain 1: 0.038 seconds (Total)
#> Chain 1:
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 2).
#> Chain 2:
#> Chain 2: Gradient evaluation took 3e-06 seconds
#> Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.03 seconds.
#> Chain 2: Adjust your expectations accordingly!
#> Chain 2:
#> Chain 2:
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#> Chain 2:
#> Chain 2: Elapsed Time: 0.022 seconds (Warm-up)
#> Chain 2: 0.014 seconds (Sampling)
#> Chain 2: 0.036 seconds (Total)
#> Chain 2:
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 3).
#> Chain 3:
#> Chain 3: Gradient evaluation took 4e-06 seconds
#> Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.04 seconds.
#> Chain 3: Adjust your expectations accordingly!
#> Chain 3:
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#> Chain 3:
#> Chain 3: Elapsed Time: 0.024 seconds (Warm-up)
#> Chain 3: 0.018 seconds (Sampling)
#> Chain 3: 0.042 seconds (Total)
#> Chain 3:
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 4).
#> Chain 4:
#> Chain 4: Gradient evaluation took 4e-06 seconds
#> Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.04 seconds.
#> Chain 4: Adjust your expectations accordingly!
#> Chain 4:
#> Chain 4:
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#> Chain 4:
#> Chain 4: Elapsed Time: 0.023 seconds (Warm-up)
#> Chain 4: 0.018 seconds (Sampling)
#> Chain 4: 0.041 seconds (Total)
#> Chain 4:
estimate_density(model)
#> Parameter x y
#> 1 b_Intercept 31.677511642 2.750316e-04
#> 2 b_Intercept 31.692604903 2.747614e-04
#> 3 b_Intercept 31.707698163 2.740340e-04
#> 4 b_Intercept 31.722791424 2.728529e-04
#> 5 b_Intercept 31.737884685 2.712236e-04
#> 6 b_Intercept 31.752977946 2.691532e-04
#> 7 b_Intercept 31.768071206 2.666133e-04
#> 8 b_Intercept 31.783164467 2.635983e-04
#> 9 b_Intercept 31.798257728 2.601834e-04
#> 10 b_Intercept 31.813350988 2.563840e-04
#> 11 b_Intercept 31.828444249 2.522169e-04
#> 12 b_Intercept 31.843537510 2.477000e-04
#> 13 b_Intercept 31.858630770 2.428480e-04
#> 14 b_Intercept 31.873724031 2.376269e-04
#> 15 b_Intercept 31.888817292 2.321303e-04
#> 16 b_Intercept 31.903910552 2.263811e-04
#> 17 b_Intercept 31.919003813 2.204024e-04
#> 18 b_Intercept 31.934097074 2.142179e-04
#> 19 b_Intercept 31.949190334 2.078518e-04
#> 20 b_Intercept 31.964283595 2.013076e-04
#> 21 b_Intercept 31.979376856 1.946356e-04
#> 22 b_Intercept 31.994470116 1.878691e-04
#> 23 b_Intercept 32.009563377 1.810319e-04
#> 24 b_Intercept 32.024656638 1.741472e-04
#> 25 b_Intercept 32.039749899 1.672380e-04
#> 26 b_Intercept 32.054843159 1.603294e-04
#> 27 b_Intercept 32.069936420 1.534529e-04
#> 28 b_Intercept 32.085029681 1.466286e-04
#> 29 b_Intercept 32.100122941 1.398756e-04
#> 30 b_Intercept 32.115216202 1.332123e-04
#> 31 b_Intercept 32.130309463 1.266562e-04
#> 32 b_Intercept 32.145402723 1.202268e-04
#> 33 b_Intercept 32.160495984 1.139713e-04
#> 34 b_Intercept 32.175589245 1.078771e-04
#> 35 b_Intercept 32.190682505 1.019564e-04
#> 36 b_Intercept 32.205775766 9.622074e-05
#> 37 b_Intercept 32.220869027 9.068059e-05
#> 38 b_Intercept 32.235962287 8.534554e-05
#> 39 b_Intercept 32.251055548 8.026434e-05
#> 40 b_Intercept 32.266148809 7.542020e-05
#> 41 b_Intercept 32.281242069 7.080777e-05
#> 42 b_Intercept 32.296335330 6.643262e-05
#> 43 b_Intercept 32.311428591 6.229971e-05
#> 44 b_Intercept 32.326521851 5.841345e-05
#> 45 b_Intercept 32.341615112 5.480411e-05
#> 46 b_Intercept 32.356708373 5.148293e-05
#> 47 b_Intercept 32.371801634 4.842063e-05
#> 48 b_Intercept 32.386894894 4.561999e-05
#> 49 b_Intercept 32.401988155 4.308372e-05
#> 50 b_Intercept 32.417081416 4.081451e-05
#> 51 b_Intercept 32.432174676 3.882284e-05
#> 52 b_Intercept 32.447267937 3.716059e-05
#> 53 b_Intercept 32.462361198 3.577636e-05
#> 54 b_Intercept 32.477454458 3.467398e-05
#> 55 b_Intercept 32.492547719 3.385772e-05
#> 56 b_Intercept 32.507640980 3.333229e-05
#> 57 b_Intercept 32.522734240 3.310295e-05
#> 58 b_Intercept 32.537827501 3.323325e-05
#> 59 b_Intercept 32.552920762 3.369082e-05
#> 60 b_Intercept 32.568014022 3.446955e-05
#> 61 b_Intercept 32.583107283 3.557825e-05
#> 62 b_Intercept 32.598200544 3.702652e-05
#> 63 b_Intercept 32.613293804 3.882474e-05
#> 64 b_Intercept 32.628387065 4.102576e-05
#> 65 b_Intercept 32.643480326 4.365213e-05
#> 66 b_Intercept 32.658573587 4.667368e-05
#> 67 b_Intercept 32.673666847 5.010513e-05
#> 68 b_Intercept 32.688760108 5.396203e-05
#> 69 b_Intercept 32.703853369 5.826068e-05
#> 70 b_Intercept 32.718946629 6.303507e-05
#> 71 b_Intercept 32.734039890 6.838765e-05
#> 72 b_Intercept 32.749133151 7.424755e-05
#> 73 b_Intercept 32.764226411 8.063469e-05
#> 74 b_Intercept 32.779319672 8.756958e-05
#> 75 b_Intercept 32.794412933 9.507318e-05
#> 76 b_Intercept 32.809506193 1.031669e-04
#> 77 b_Intercept 32.824599454 1.119964e-04
#> 78 b_Intercept 32.839692715 1.214982e-04
#> 79 b_Intercept 32.854785975 1.316702e-04
#> 80 b_Intercept 32.869879236 1.425352e-04
#> 81 b_Intercept 32.884972497 1.541157e-04
#> 82 b_Intercept 32.900065757 1.664344e-04
#> 83 b_Intercept 32.915159018 1.796061e-04
#> 84 b_Intercept 32.930252279 1.936614e-04
#> 85 b_Intercept 32.945345539 2.085341e-04
#> 86 b_Intercept 32.960438800 2.242454e-04
#> 87 b_Intercept 32.975532061 2.408157e-04
#> 88 b_Intercept 32.990625322 2.582650e-04
#> 89 b_Intercept 33.005718582 2.766510e-04
#> 90 b_Intercept 33.020811843 2.961351e-04
#> 91 b_Intercept 33.035905104 3.165635e-04
#> 92 b_Intercept 33.050998364 3.379521e-04
#> 93 b_Intercept 33.066091625 3.603162e-04
#> 94 b_Intercept 33.081184886 3.836697e-04
#> 95 b_Intercept 33.096278146 4.080258e-04
#> 96 b_Intercept 33.111371407 4.336009e-04
#> 97 b_Intercept 33.126464668 4.602411e-04
#> 98 b_Intercept 33.141557928 4.879214e-04
#> 99 b_Intercept 33.156651189 5.166495e-04
#> 100 b_Intercept 33.171744450 5.464320e-04
#> 101 b_Intercept 33.186837710 5.772746e-04
#> 102 b_Intercept 33.201930971 6.093134e-04
#> 103 b_Intercept 33.217024232 6.425364e-04
#> 104 b_Intercept 33.232117492 6.768295e-04
#> 105 b_Intercept 33.247210753 7.121928e-04
#> 106 b_Intercept 33.262304014 7.486255e-04
#> 107 b_Intercept 33.277397275 7.861255e-04
#> 108 b_Intercept 33.292490535 8.247413e-04
#> 109 b_Intercept 33.307583796 8.646091e-04
#> 110 b_Intercept 33.322677057 9.055281e-04
#> 111 b_Intercept 33.337770317 9.474913e-04
#> 112 b_Intercept 33.352863578 9.904905e-04
#> 113 b_Intercept 33.367956839 1.034517e-03
#> 114 b_Intercept 33.383050099 1.079560e-03
#> 115 b_Intercept 33.398143360 1.125811e-03
#> 116 b_Intercept 33.413236621 1.173073e-03
#> 117 b_Intercept 33.428329881 1.221307e-03
#> 118 b_Intercept 33.443423142 1.270495e-03
#> 119 b_Intercept 33.458516403 1.320622e-03
#> 120 b_Intercept 33.473609663 1.371669e-03
#> 121 b_Intercept 33.488702924 1.423731e-03
#> 122 b_Intercept 33.503796185 1.476752e-03
#> 123 b_Intercept 33.518889445 1.530617e-03
#> 124 b_Intercept 33.533982706 1.585303e-03
#> 125 b_Intercept 33.549075967 1.640783e-03
#> 126 b_Intercept 33.564169228 1.697030e-03
#> 127 b_Intercept 33.579262488 1.754055e-03
#> 128 b_Intercept 33.594355749 1.811900e-03
#> 129 b_Intercept 33.609449010 1.870402e-03
#> 130 b_Intercept 33.624542270 1.929527e-03
#> 131 b_Intercept 33.639635531 1.989240e-03
#> 132 b_Intercept 33.654728792 2.049504e-03
#> 133 b_Intercept 33.669822052 2.110281e-03
#> 134 b_Intercept 33.684915313 2.171620e-03
#> 135 b_Intercept 33.700008574 2.233378e-03
#> 136 b_Intercept 33.715101834 2.295504e-03
#> 137 b_Intercept 33.730195095 2.357955e-03
#> 138 b_Intercept 33.745288356 2.420690e-03
#> 139 b_Intercept 33.760381616 2.483665e-03
#> 140 b_Intercept 33.775474877 2.546855e-03
#> 141 b_Intercept 33.790568138 2.610192e-03
#> 142 b_Intercept 33.805661398 2.673616e-03
#> 143 b_Intercept 33.820754659 2.737085e-03
#> 144 b_Intercept 33.835847920 2.800559e-03
#> 145 b_Intercept 33.850941180 2.864000e-03
#> 146 b_Intercept 33.866034441 2.927362e-03
#> 147 b_Intercept 33.881127702 2.990585e-03
#> 148 b_Intercept 33.896220963 3.053649e-03
#> 149 b_Intercept 33.911314223 3.116527e-03
#> 150 b_Intercept 33.926407484 3.179192e-03
#> 151 b_Intercept 33.941500745 3.241621e-03
#> 152 b_Intercept 33.956594005 3.303795e-03
#> 153 b_Intercept 33.971687266 3.365632e-03
#> 154 b_Intercept 33.986780527 3.427176e-03
#> 155 b_Intercept 34.001873787 3.488425e-03
#> 156 b_Intercept 34.016967048 3.549377e-03
#> 157 b_Intercept 34.032060309 3.610037e-03
#> 158 b_Intercept 34.047153569 3.670409e-03
#> 159 b_Intercept 34.062246830 3.730469e-03
#> 160 b_Intercept 34.077340091 3.790257e-03
#> 161 b_Intercept 34.092433351 3.849820e-03
#> 162 b_Intercept 34.107526612 3.909185e-03
#> 163 b_Intercept 34.122619873 3.968385e-03
#> 164 b_Intercept 34.137713133 4.027454e-03
#> 165 b_Intercept 34.152806394 4.086429e-03
#> 166 b_Intercept 34.167899655 4.145369e-03
#> 167 b_Intercept 34.182992916 4.204336e-03
#> 168 b_Intercept 34.198086176 4.263383e-03
#> 169 b_Intercept 34.213179437 4.322565e-03
#> 170 b_Intercept 34.228272698 4.381938e-03
#> 171 b_Intercept 34.243365958 4.441561e-03
#> 172 b_Intercept 34.258459219 4.501587e-03
#> 173 b_Intercept 34.273552480 4.562028e-03
#> 174 b_Intercept 34.288645740 4.622946e-03
#> 175 b_Intercept 34.303739001 4.684405e-03
#> 176 b_Intercept 34.318832262 4.746471e-03
#> 177 b_Intercept 34.333925522 4.809209e-03
#> 178 b_Intercept 34.349018783 4.872810e-03
#> 179 b_Intercept 34.364112044 4.937310e-03
#> 180 b_Intercept 34.379205304 5.002712e-03
#> 181 b_Intercept 34.394298565 5.069075e-03
#> 182 b_Intercept 34.409391826 5.136459e-03
#> 183 b_Intercept 34.424485086 5.204921e-03
#> 184 b_Intercept 34.439578347 5.274606e-03
#> 185 b_Intercept 34.454671608 5.345681e-03
#> 186 b_Intercept 34.469764868 5.418018e-03
#> 187 b_Intercept 34.484858129 5.491659e-03
#> 188 b_Intercept 34.499951390 5.566645e-03
#> 189 b_Intercept 34.515044651 5.643015e-03
#> 190 b_Intercept 34.530137911 5.720804e-03
#> 191 b_Intercept 34.545231172 5.800386e-03
#> 192 b_Intercept 34.560324433 5.881460e-03
#> 193 b_Intercept 34.575417693 5.964046e-03
#> 194 b_Intercept 34.590510954 6.048164e-03
#> 195 b_Intercept 34.605604215 6.133829e-03
#> 196 b_Intercept 34.620697475 6.221054e-03
#> 197 b_Intercept 34.635790736 6.310097e-03
#> 198 b_Intercept 34.650883997 6.400835e-03
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#> 911 b_Intercept 45.412378864 1.305673e-03
#> 912 b_Intercept 45.427472124 1.271525e-03
#> 913 b_Intercept 45.442565385 1.239237e-03
#> 914 b_Intercept 45.457658646 1.208799e-03
#> 915 b_Intercept 45.472751906 1.180201e-03
#> 916 b_Intercept 45.487845167 1.153427e-03
#> 917 b_Intercept 45.502938428 1.128461e-03
#> 918 b_Intercept 45.518031688 1.105602e-03
#> 919 b_Intercept 45.533124949 1.084577e-03
#> 920 b_Intercept 45.548218210 1.065267e-03
#> 921 b_Intercept 45.563311471 1.047642e-03
#> 922 b_Intercept 45.578404731 1.031664e-03
#> 923 b_Intercept 45.593497992 1.017294e-03
#> 924 b_Intercept 45.608591253 1.004653e-03
#> 925 b_Intercept 45.623684513 9.936961e-04
#> 926 b_Intercept 45.638777774 9.841807e-04
#> 927 b_Intercept 45.653871035 9.760530e-04
#> 928 b_Intercept 45.668964295 9.692569e-04
#> 929 b_Intercept 45.684057556 9.637340e-04
#> 930 b_Intercept 45.699150817 9.594607e-04
#> 931 b_Intercept 45.714244077 9.565368e-04
#> 932 b_Intercept 45.729337338 9.546549e-04
#> 933 b_Intercept 45.744430599 9.537458e-04
#> 934 b_Intercept 45.759523859 9.537386e-04
#> 935 b_Intercept 45.774617120 9.545608e-04
#> 936 b_Intercept 45.789710381 9.561391e-04
#> 937 b_Intercept 45.804803641 9.585055e-04
#> 938 b_Intercept 45.819896902 9.614590e-04
#> 939 b_Intercept 45.834990163 9.648954e-04
#> 940 b_Intercept 45.850083424 9.687379e-04
#> 941 b_Intercept 45.865176684 9.729100e-04
#> 942 b_Intercept 45.880269945 9.773353e-04
#> 943 b_Intercept 45.895363206 9.819461e-04
#> 944 b_Intercept 45.910456466 9.866348e-04
#> 945 b_Intercept 45.925549727 9.913101e-04
#> 946 b_Intercept 45.940642988 9.959017e-04
#> 947 b_Intercept 45.955736248 1.000341e-03
#> 948 b_Intercept 45.970829509 1.004563e-03
#> 949 b_Intercept 45.985922770 1.008488e-03
#> 950 b_Intercept 46.001016030 1.011983e-03
#> 951 b_Intercept 46.016109291 1.015046e-03
#> 952 b_Intercept 46.031202552 1.017628e-03
#> 953 b_Intercept 46.046295812 1.019682e-03
#> 954 b_Intercept 46.061389073 1.021166e-03
#> 955 b_Intercept 46.076482334 1.022041e-03
#> 956 b_Intercept 46.091575594 1.022138e-03
#> 957 b_Intercept 46.106668855 1.021526e-03
#> 958 b_Intercept 46.121762116 1.020208e-03
#> 959 b_Intercept 46.136855376 1.018169e-03
#> 960 b_Intercept 46.151948637 1.015399e-03
#> 961 b_Intercept 46.167041898 1.011891e-03
#> 962 b_Intercept 46.182135159 1.007558e-03
#> 963 b_Intercept 46.197228419 1.002417e-03
#> 964 b_Intercept 46.212321680 9.965637e-04
#> 965 b_Intercept 46.227414941 9.900164e-04
#> 966 b_Intercept 46.242508201 9.827982e-04
#> 967 b_Intercept 46.257601462 9.749359e-04
#> 968 b_Intercept 46.272694723 9.664341e-04
#> 969 b_Intercept 46.287787983 9.572644e-04
#> 970 b_Intercept 46.302881244 9.475813e-04
#> 971 b_Intercept 46.317974505 9.374295e-04
#> 972 b_Intercept 46.333067765 9.268558e-04
#> 973 b_Intercept 46.348161026 9.159091e-04
#> 974 b_Intercept 46.363254287 9.046404e-04
#> 975 b_Intercept 46.378347547 8.930641e-04
#> 976 b_Intercept 46.393440808 8.812971e-04
#> 977 b_Intercept 46.408534069 8.694008e-04
#> 978 b_Intercept 46.423627329 8.574292e-04
#> 979 b_Intercept 46.438720590 8.454357e-04
#> 980 b_Intercept 46.453813851 8.334729e-04
#> 981 b_Intercept 46.468907112 8.216118e-04
#> 982 b_Intercept 46.484000372 8.099198e-04
#> 983 b_Intercept 46.499093633 7.984326e-04
#> 984 b_Intercept 46.514186894 7.871922e-04
#> 985 b_Intercept 46.529280154 7.762381e-04
#> 986 b_Intercept 46.544373415 7.656063e-04
#> 987 b_Intercept 46.559466676 7.553506e-04
#> 988 b_Intercept 46.574559936 7.455574e-04
#> 989 b_Intercept 46.589653197 7.361836e-04
#> 990 b_Intercept 46.604746458 7.272459e-04
#> 991 b_Intercept 46.619839718 7.187565e-04
#> 992 b_Intercept 46.634932979 7.107237e-04
#> 993 b_Intercept 46.650026240 7.031518e-04
#> 994 b_Intercept 46.665119500 6.961349e-04
#> 995 b_Intercept 46.680212761 6.895770e-04
#> 996 b_Intercept 46.695306022 6.834551e-04
#> 997 b_Intercept 46.710399282 6.777525e-04
#> 998 b_Intercept 46.725492543 6.724490e-04
#> 999 b_Intercept 46.740585804 6.675210e-04
#> 1000 b_Intercept 46.755679065 6.629826e-04
#> 1001 b_Intercept 46.770772325 6.587753e-04
#> 1002 b_Intercept 46.785865586 6.548310e-04
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#> 1004 b_Intercept 46.816052107 6.475799e-04
#> 1005 b_Intercept 46.831145368 6.441938e-04
#> 1006 b_Intercept 46.846238629 6.409151e-04
#> 1007 b_Intercept 46.861331889 6.376899e-04
#> 1008 b_Intercept 46.876425150 6.344580e-04
#> 1009 b_Intercept 46.891518411 6.311766e-04
#> 1010 b_Intercept 46.906611671 6.278037e-04
#> 1011 b_Intercept 46.921704932 6.242981e-04
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#> 1013 b_Intercept 46.951891453 6.166712e-04
#> 1014 b_Intercept 46.966984714 6.124509e-04
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#> 1017 b_Intercept 47.012264496 5.978658e-04
#> 1018 b_Intercept 47.027357757 5.922712e-04
#> 1019 b_Intercept 47.042451017 5.862102e-04
#> 1020 b_Intercept 47.057544278 5.796802e-04
#> 1021 b_Intercept 47.072637539 5.727057e-04
#> 1022 b_Intercept 47.087730800 5.652780e-04
#> 1023 b_Intercept 47.102824060 5.573912e-04
#> 1024 b_Intercept 47.117917321 5.490430e-04
#> 1025 b_wt -6.882027746 7.180459e-04
#> 1026 b_wt -6.875683507 7.246650e-04
#> 1027 b_wt -6.869339268 7.305854e-04
#> 1028 b_wt -6.862995028 7.359393e-04
#> 1029 b_wt -6.856650789 7.407583e-04
#> 1030 b_wt -6.850306549 7.450634e-04
#> 1031 b_wt -6.843962310 7.488772e-04
#> 1032 b_wt -6.837618071 7.522247e-04
#> 1033 b_wt -6.831273831 7.550602e-04
#> 1034 b_wt -6.824929592 7.574772e-04
#> 1035 b_wt -6.818585352 7.595317e-04
#> 1036 b_wt -6.812241113 7.612543e-04
#> 1037 b_wt -6.805896873 7.626761e-04
#> 1038 b_wt -6.799552634 7.638283e-04
#> 1039 b_wt -6.793208395 7.647140e-04
#> 1040 b_wt -6.786864155 7.653883e-04
#> 1041 b_wt -6.780519916 7.659020e-04
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#> 1044 b_wt -6.761487198 7.667435e-04
#> 1045 b_wt -6.755142958 7.668667e-04
#> 1046 b_wt -6.748798719 7.669508e-04
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#> 1061 b_wt -6.653635128 7.670802e-04
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#> 1063 b_wt -6.640946649 7.658022e-04
#> 1064 b_wt -6.634602409 7.647920e-04
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#> 1066 b_wt -6.621913930 7.619738e-04
#> 1067 b_wt -6.615569691 7.601159e-04
#> 1068 b_wt -6.609225452 7.579271e-04
#> 1069 b_wt -6.602881212 7.553855e-04
#> 1070 b_wt -6.596536973 7.523876e-04
#> 1071 b_wt -6.590192733 7.489758e-04
#> 1072 b_wt -6.583848494 7.451497e-04
#> 1073 b_wt -6.577504255 7.408985e-04
#> 1074 b_wt -6.571160015 7.362142e-04
#> 1075 b_wt -6.564815776 7.310919e-04
#> 1076 b_wt -6.558471536 7.254550e-04
#> 1077 b_wt -6.552127297 7.193530e-04
#> 1078 b_wt -6.545783057 7.128254e-04
#> 1079 b_wt -6.539438818 7.058845e-04
#> 1080 b_wt -6.533094579 6.985456e-04
#> 1081 b_wt -6.526750339 6.908277e-04
#> 1082 b_wt -6.520406100 6.827100e-04
#> 1083 b_wt -6.514061860 6.742427e-04
#> 1084 b_wt -6.507717621 6.654957e-04
#> 1085 b_wt -6.501373382 6.565041e-04
#> 1086 b_wt -6.495029142 6.473055e-04
#> 1087 b_wt -6.488684903 6.379402e-04
#> 1088 b_wt -6.482340663 6.284448e-04
#> 1089 b_wt -6.475996424 6.188826e-04
#> 1090 b_wt -6.469652184 6.093188e-04
#> 1091 b_wt -6.463307945 5.998026e-04
#> 1092 b_wt -6.456963706 5.903841e-04
#> 1093 b_wt -6.450619466 5.811140e-04
#> 1094 b_wt -6.444275227 5.720604e-04
#> 1095 b_wt -6.437930987 5.633260e-04
#> 1096 b_wt -6.431586748 5.549244e-04
#> 1097 b_wt -6.425242509 5.469048e-04
#> 1098 b_wt -6.418898269 5.393150e-04
#> 1099 b_wt -6.412554030 5.322012e-04
#> 1100 b_wt -6.406209790 5.256236e-04
#> 1101 b_wt -6.399865551 5.197464e-04
#> 1102 b_wt -6.393521311 5.144950e-04
#> 1103 b_wt -6.387177072 5.099036e-04
#> 1104 b_wt -6.380832833 5.060035e-04
#> 1105 b_wt -6.374488593 5.028231e-04
#> 1106 b_wt -6.368144354 5.003876e-04
#> 1107 b_wt -6.361800114 4.989024e-04
#> 1108 b_wt -6.355455875 4.982158e-04
#> 1109 b_wt -6.349111636 4.983309e-04
#> 1110 b_wt -6.342767396 4.992539e-04
#> 1111 b_wt -6.336423157 5.009876e-04
#> 1112 b_wt -6.330078917 5.035312e-04
#> 1113 b_wt -6.323734678 5.070348e-04
#> 1114 b_wt -6.317390438 5.113625e-04
#> 1115 b_wt -6.311046199 5.164623e-04
#> 1116 b_wt -6.304701960 5.223153e-04
#> 1117 b_wt -6.298357720 5.288996e-04
#> 1118 b_wt -6.292013481 5.361906e-04
#> 1119 b_wt -6.285669241 5.442617e-04
#> 1120 b_wt -6.279325002 5.530155e-04
#> 1121 b_wt -6.272980763 5.623626e-04
#> 1122 b_wt -6.266636523 5.722670e-04
#> 1123 b_wt -6.260292284 5.826914e-04
#> 1124 b_wt -6.253948044 5.935971e-04
#> 1125 b_wt -6.247603805 6.049920e-04
#> 1126 b_wt -6.241259565 6.168143e-04
#> 1127 b_wt -6.234915326 6.289728e-04
#> 1128 b_wt -6.228571087 6.414277e-04
#> 1129 b_wt -6.222226847 6.541401e-04
#> 1130 b_wt -6.215882608 6.670721e-04
#> 1131 b_wt -6.209538368 6.801982e-04
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#> 1133 b_wt -6.196849890 7.068529e-04
#> 1134 b_wt -6.190505650 7.202940e-04
#> 1135 b_wt -6.184161411 7.337749e-04
#> 1136 b_wt -6.177817171 7.472716e-04
#> 1137 b_wt -6.171472932 7.607615e-04
#> 1138 b_wt -6.165128692 7.742172e-04
#> 1139 b_wt -6.158784453 7.876288e-04
#> 1140 b_wt -6.152440214 8.009883e-04
#> 1141 b_wt -6.146095974 8.142906e-04
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#> 1145 b_wt -6.120719017 8.669335e-04
#> 1146 b_wt -6.114374777 8.800024e-04
#> 1147 b_wt -6.108030538 8.930683e-04
#> 1148 b_wt -6.101686298 9.061515e-04
#> 1149 b_wt -6.095342059 9.192749e-04
#> 1150 b_wt -6.088997819 9.324887e-04
#> 1151 b_wt -6.082653580 9.458174e-04
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#> 1153 b_wt -6.069965101 9.729448e-04
#> 1154 b_wt -6.063620862 9.868120e-04
#> 1155 b_wt -6.057276622 1.000930e-03
#> 1156 b_wt -6.050932383 1.015399e-03
#> 1157 b_wt -6.044588144 1.030235e-03
#> 1158 b_wt -6.038243904 1.045462e-03
#> 1159 b_wt -6.031899665 1.061118e-03
#> 1160 b_wt -6.025555425 1.077243e-03
#> 1161 b_wt -6.019211186 1.093877e-03
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#> 1168 b_wt -5.974801510 1.229372e-03
#> 1169 b_wt -5.968457271 1.251999e-03
#> 1170 b_wt -5.962113031 1.275523e-03
#> 1171 b_wt -5.955768792 1.299983e-03
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#> 1174 b_wt -5.936736074 1.379443e-03
#> 1175 b_wt -5.930391834 1.408318e-03
#> 1176 b_wt -5.924047595 1.438357e-03
#> 1177 b_wt -5.917703355 1.469609e-03
#> 1178 b_wt -5.911359116 1.502121e-03
#> 1179 b_wt -5.905014876 1.535948e-03
#> 1180 b_wt -5.898670637 1.571204e-03
#> 1181 b_wt -5.892326398 1.608205e-03
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#> 1183 b_wt -5.879637919 1.686901e-03
#> 1184 b_wt -5.873293679 1.728749e-03
#> 1185 b_wt -5.866949440 1.772373e-03
#> 1186 b_wt -5.860605201 1.817874e-03
#> 1187 b_wt -5.854260961 1.865845e-03
#> 1188 b_wt -5.847916722 1.915953e-03
#> 1189 b_wt -5.841572482 1.968317e-03
#> 1190 b_wt -5.835228243 2.023058e-03
#> 1191 b_wt -5.828884003 2.080308e-03
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#> 1193 b_wt -5.816195525 2.203521e-03
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#> 1195 b_wt -5.803507046 2.339623e-03
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#> 1197 b_wt -5.790818567 2.489234e-03
#> 1198 b_wt -5.784474328 2.569548e-03
#> 1199 b_wt -5.778130088 2.654514e-03
#> 1200 b_wt -5.771785849 2.743981e-03
#> 1201 b_wt -5.765441609 2.837882e-03
#> 1202 b_wt -5.759097370 2.936416e-03
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#> 1205 b_wt -5.740064652 3.262606e-03
#> 1206 b_wt -5.733720412 3.383133e-03
#> 1207 b_wt -5.727376173 3.509428e-03
#> 1208 b_wt -5.721031933 3.641681e-03
#> 1209 b_wt -5.714687694 3.780080e-03
#> 1210 b_wt -5.708343455 3.924807e-03
#> 1211 b_wt -5.701999215 4.076719e-03
#> 1212 b_wt -5.695654976 4.236305e-03
#> 1213 b_wt -5.689310736 4.402799e-03
#> 1214 b_wt -5.682966497 4.576330e-03
#> 1215 b_wt -5.676622257 4.757018e-03
#> 1216 b_wt -5.670278018 4.944968e-03
#> 1217 b_wt -5.663933779 5.140759e-03
#> 1218 b_wt -5.657589539 5.345300e-03
#> 1219 b_wt -5.651245300 5.557336e-03
#> 1220 b_wt -5.644901060 5.776885e-03
#> 1221 b_wt -5.638556821 6.003944e-03
#> 1222 b_wt -5.632212582 6.238493e-03
#> 1223 b_wt -5.625868342 6.480709e-03
#> 1224 b_wt -5.619524103 6.731833e-03
#> 1225 b_wt -5.613179863 6.990180e-03
#> 1226 b_wt -5.606835624 7.255622e-03
#> 1227 b_wt -5.600491384 7.528007e-03
#> 1228 b_wt -5.594147145 7.807164e-03
#> 1229 b_wt -5.587802906 8.092904e-03
#> 1230 b_wt -5.581458666 8.386414e-03
#> 1231 b_wt -5.575114427 8.685933e-03
#> 1232 b_wt -5.568770187 8.991148e-03
#> 1233 b_wt -5.562425948 9.301771e-03
#> 1234 b_wt -5.556081709 9.617496e-03
#> 1235 b_wt -5.549737469 9.938007e-03
#> 1236 b_wt -5.543393230 1.026375e-02
#> 1237 b_wt -5.537048990 1.059355e-02
#> 1238 b_wt -5.530704751 1.092687e-02
#> 1239 b_wt -5.524360511 1.126333e-02
#> 1240 b_wt -5.518016272 1.160256e-02
#> 1241 b_wt -5.511672033 1.194418e-02
#> 1242 b_wt -5.505327793 1.228804e-02
#> 1243 b_wt -5.498983554 1.263346e-02
#> 1244 b_wt -5.492639314 1.297989e-02
#> 1245 b_wt -5.486295075 1.332700e-02
#> 1246 b_wt -5.479950836 1.367441e-02
#> 1247 b_wt -5.473606596 1.402180e-02
#> 1248 b_wt -5.467262357 1.436873e-02
#> 1249 b_wt -5.460918117 1.471476e-02
#> 1250 b_wt -5.454573878 1.505966e-02
#> 1251 b_wt -5.448229638 1.540319e-02
#> 1252 b_wt -5.441885399 1.574511e-02
#> 1253 b_wt -5.435541160 1.608522e-02
#> 1254 b_wt -5.429196920 1.642313e-02
#> 1255 b_wt -5.422852681 1.675851e-02
#> 1256 b_wt -5.416508441 1.709157e-02
#> 1257 b_wt -5.410164202 1.742224e-02
#> 1258 b_wt -5.403819963 1.775049e-02
#> 1259 b_wt -5.397475723 1.807631e-02
#> 1260 b_wt -5.391131484 1.839960e-02
#> 1261 b_wt -5.384787244 1.872015e-02
#> 1262 b_wt -5.378443005 1.903851e-02
#> 1263 b_wt -5.372098765 1.935485e-02
#> 1264 b_wt -5.365754526 1.966933e-02
#> 1265 b_wt -5.359410287 1.998216e-02
#> 1266 b_wt -5.353066047 2.029355e-02
#> 1267 b_wt -5.346721808 2.060363e-02
#> 1268 b_wt -5.340377568 2.091302e-02
#> 1269 b_wt -5.334033329 2.122205e-02
#> 1270 b_wt -5.327689090 2.153105e-02
#> 1271 b_wt -5.321344850 2.184040e-02
#> 1272 b_wt -5.315000611 2.215045e-02
#> 1273 b_wt -5.308656371 2.246200e-02
#> 1274 b_wt -5.302312132 2.277533e-02
#> 1275 b_wt -5.295967893 2.309083e-02
#> 1276 b_wt -5.289623653 2.340893e-02
#> 1277 b_wt -5.283279414 2.373003e-02
#> 1278 b_wt -5.276935174 2.405458e-02
#> 1279 b_wt -5.270590935 2.438381e-02
#> 1280 b_wt -5.264246695 2.471778e-02
#> 1281 b_wt -5.257902456 2.505666e-02
#> 1282 b_wt -5.251558217 2.540086e-02
#> 1283 b_wt -5.245213977 2.575073e-02
#> 1284 b_wt -5.238869738 2.610665e-02
#> 1285 b_wt -5.232525498 2.647000e-02
#> 1286 b_wt -5.226181259 2.684086e-02
#> 1287 b_wt -5.219837020 2.721893e-02
#> 1288 b_wt -5.213492780 2.760449e-02
#> 1289 b_wt -5.207148541 2.799779e-02
#> 1290 b_wt -5.200804301 2.839908e-02
#> 1291 b_wt -5.194460062 2.880954e-02
#> 1292 b_wt -5.188115822 2.922955e-02
#> 1293 b_wt -5.181771583 2.965821e-02
#> 1294 b_wt -5.175427344 3.009567e-02
#> 1295 b_wt -5.169083104 3.054204e-02
#> 1296 b_wt -5.162738865 3.099742e-02
#> 1297 b_wt -5.156394625 3.146263e-02
#> 1298 b_wt -5.150050386 3.193851e-02
#> 1299 b_wt -5.143706147 3.242361e-02
#> 1300 b_wt -5.137361907 3.291797e-02
#> 1301 b_wt -5.131017668 3.342161e-02
#> 1302 b_wt -5.124673428 3.393453e-02
#> 1303 b_wt -5.118329189 3.445713e-02
#> 1304 b_wt -5.111984949 3.499083e-02
#> 1305 b_wt -5.105640710 3.553378e-02
#> 1306 b_wt -5.099296471 3.608597e-02
#> 1307 b_wt -5.092952231 3.664738e-02
#> 1308 b_wt -5.086607992 3.721798e-02
#> 1309 b_wt -5.080263752 3.779785e-02
#> 1310 b_wt -5.073919513 3.838903e-02
#> 1311 b_wt -5.067575274 3.898939e-02
#> 1312 b_wt -5.061231034 3.959892e-02
#> 1313 b_wt -5.054886795 4.021764e-02
#> 1314 b_wt -5.048542555 4.084557e-02
#> 1315 b_wt -5.042198316 4.148272e-02
#> 1316 b_wt -5.035854076 4.213111e-02
#> 1317 b_wt -5.029509837 4.278908e-02
#> 1318 b_wt -5.023165598 4.345643e-02
#> 1319 b_wt -5.016821358 4.413320e-02
#> 1320 b_wt -5.010477119 4.481945e-02
#> 1321 b_wt -5.004132879 4.551525e-02
#> 1322 b_wt -4.997788640 4.622236e-02
#> 1323 b_wt -4.991444401 4.693981e-02
#> 1324 b_wt -4.985100161 4.766703e-02
#> 1325 b_wt -4.978755922 4.840409e-02
#> 1326 b_wt -4.972411682 4.915105e-02
#> 1327 b_wt -4.966067443 4.990795e-02
#> 1328 b_wt -4.959723203 5.067624e-02
#> 1329 b_wt -4.953378964 5.145559e-02
#> 1330 b_wt -4.947034725 5.224499e-02
#> 1331 b_wt -4.940690485 5.304445e-02
#> 1332 b_wt -4.934346246 5.385395e-02
#> 1333 b_wt -4.928002006 5.467348e-02
#> 1334 b_wt -4.921657767 5.550403e-02
#> 1335 b_wt -4.915313528 5.634583e-02
#> 1336 b_wt -4.908969288 5.719742e-02
#> 1337 b_wt -4.902625049 5.805871e-02
#> 1338 b_wt -4.896280809 5.892956e-02
#> 1339 b_wt -4.889936570 5.980985e-02
#> 1340 b_wt -4.883592330 6.070004e-02
#> 1341 b_wt -4.877248091 6.160082e-02
#> 1342 b_wt -4.870903852 6.251041e-02
#> 1343 b_wt -4.864559612 6.342858e-02
#> 1344 b_wt -4.858215373 6.435513e-02
#> 1345 b_wt -4.851871133 6.528982e-02
#> 1346 b_wt -4.845526894 6.623267e-02
#> 1347 b_wt -4.839182655 6.718469e-02
#> 1348 b_wt -4.832838415 6.814399e-02
#> 1349 b_wt -4.826494176 6.911032e-02
#> 1350 b_wt -4.820149936 7.008344e-02
#> 1351 b_wt -4.813805697 7.106313e-02
#> 1352 b_wt -4.807461457 7.204916e-02
#> 1353 b_wt -4.801117218 7.304270e-02
#> 1354 b_wt -4.794772979 7.404209e-02
#> 1355 b_wt -4.788428739 7.504713e-02
#> 1356 b_wt -4.782084500 7.605769e-02
#> 1357 b_wt -4.775740260 7.707365e-02
#> 1358 b_wt -4.769396021 7.809490e-02
#> 1359 b_wt -4.763051782 7.912243e-02
#> 1360 b_wt -4.756707542 8.015535e-02
#> 1361 b_wt -4.750363303 8.119347e-02
#> 1362 b_wt -4.744019063 8.223686e-02
#> 1363 b_wt -4.737674824 8.328560e-02
#> 1364 b_wt -4.731330584 8.433979e-02
#> 1365 b_wt -4.724986345 8.540057e-02
#> 1366 b_wt -4.718642106 8.646771e-02
#> 1367 b_wt -4.712297866 8.754105e-02
#> 1368 b_wt -4.705953627 8.862086e-02
#> 1369 b_wt -4.699609387 8.970746e-02
#> 1370 b_wt -4.693265148 9.080119e-02
#> 1371 b_wt -4.686920909 9.190346e-02
#> 1372 b_wt -4.680576669 9.301476e-02
#> 1373 b_wt -4.674232430 9.413469e-02
#> 1374 b_wt -4.667888190 9.526371e-02
#> 1375 b_wt -4.661543951 9.640232e-02
#> 1376 b_wt -4.655199712 9.755100e-02
#> 1377 b_wt -4.648855472 9.871135e-02
#> 1378 b_wt -4.642511233 9.988474e-02
#> 1379 b_wt -4.636166993 1.010701e-01
#> 1380 b_wt -4.629822754 1.022681e-01
#> 1381 b_wt -4.623478514 1.034791e-01
#> 1382 b_wt -4.617134275 1.047038e-01
#> 1383 b_wt -4.610790036 1.059435e-01
#> 1384 b_wt -4.604445796 1.072008e-01
#> 1385 b_wt -4.598101557 1.084737e-01
#> 1386 b_wt -4.591757317 1.097625e-01
#> 1387 b_wt -4.585413078 1.110677e-01
#> 1388 b_wt -4.579068839 1.123899e-01
#> 1389 b_wt -4.572724599 1.137297e-01
#> 1390 b_wt -4.566380360 1.150913e-01
#> 1391 b_wt -4.560036120 1.164711e-01
#> 1392 b_wt -4.553691881 1.178696e-01
#> 1393 b_wt -4.547347641 1.192869e-01
#> 1394 b_wt -4.541003402 1.207233e-01
#> 1395 b_wt -4.534659163 1.221790e-01
#> 1396 b_wt -4.528314923 1.236588e-01
#> 1397 b_wt -4.521970684 1.251586e-01
#> 1398 b_wt -4.515626444 1.266783e-01
#> 1399 b_wt -4.509282205 1.282179e-01
#> 1400 b_wt -4.502937966 1.297775e-01
#> 1401 b_wt -4.496593726 1.313570e-01
#> 1402 b_wt -4.490249487 1.329603e-01
#> 1403 b_wt -4.483905247 1.345845e-01
#> 1404 b_wt -4.477561008 1.362284e-01
#> 1405 b_wt -4.471216768 1.378920e-01
#> 1406 b_wt -4.464872529 1.395750e-01
#> 1407 b_wt -4.458528290 1.412774e-01
#> 1408 b_wt -4.452184050 1.430018e-01
#> 1409 b_wt -4.445839811 1.447467e-01
#> 1410 b_wt -4.439495571 1.465102e-01
#> 1411 b_wt -4.433151332 1.482919e-01
#> 1412 b_wt -4.426807093 1.500916e-01
#> 1413 b_wt -4.420462853 1.519091e-01
#> 1414 b_wt -4.414118614 1.537460e-01
#> 1415 b_wt -4.407774374 1.556019e-01
#> 1416 b_wt -4.401430135 1.574744e-01
#> 1417 b_wt -4.395085895 1.593632e-01
#> 1418 b_wt -4.388741656 1.612677e-01
#> 1419 b_wt -4.382397417 1.631877e-01
#> 1420 b_wt -4.376053177 1.651240e-01
#> 1421 b_wt -4.369708938 1.670771e-01
#> 1422 b_wt -4.363364698 1.690442e-01
#> 1423 b_wt -4.357020459 1.710249e-01
#> 1424 b_wt -4.350676220 1.730187e-01
#> 1425 b_wt -4.344331980 1.750252e-01
#> 1426 b_wt -4.337987741 1.770445e-01
#> 1427 b_wt -4.331643501 1.790775e-01
#> 1428 b_wt -4.325299262 1.811215e-01
#> 1429 b_wt -4.318955022 1.831759e-01
#> 1430 b_wt -4.312610783 1.852403e-01
#> 1431 b_wt -4.306266544 1.873140e-01
#> 1432 b_wt -4.299922304 1.893967e-01
#> 1433 b_wt -4.293578065 1.914893e-01
#> 1434 b_wt -4.287233825 1.935894e-01
#> 1435 b_wt -4.280889586 1.956964e-01
#> 1436 b_wt -4.274545347 1.978097e-01
#> 1437 b_wt -4.268201107 1.999287e-01
#> 1438 b_wt -4.261856868 2.020528e-01
#> 1439 b_wt -4.255512628 2.041824e-01
#> 1440 b_wt -4.249168389 2.063158e-01
#> 1441 b_wt -4.242824149 2.084525e-01
#> 1442 b_wt -4.236479910 2.105917e-01
#> 1443 b_wt -4.230135671 2.127331e-01
#> 1444 b_wt -4.223791431 2.148762e-01
#> 1445 b_wt -4.217447192 2.170204e-01
#> 1446 b_wt -4.211102952 2.191652e-01
#> 1447 b_wt -4.204758713 2.213101e-01
#> 1448 b_wt -4.198414474 2.234546e-01
#> 1449 b_wt -4.192070234 2.255984e-01
#> 1450 b_wt -4.185725995 2.277412e-01
#> 1451 b_wt -4.179381755 2.298825e-01
#> 1452 b_wt -4.173037516 2.320221e-01
#> 1453 b_wt -4.166693276 2.341599e-01
#> 1454 b_wt -4.160349037 2.362959e-01
#> 1455 b_wt -4.154004798 2.384299e-01
#> 1456 b_wt -4.147660558 2.405620e-01
#> 1457 b_wt -4.141316319 2.426919e-01
#> 1458 b_wt -4.134972079 2.448199e-01
#> 1459 b_wt -4.128627840 2.469462e-01
#> 1460 b_wt -4.122283601 2.490712e-01
#> 1461 b_wt -4.115939361 2.511950e-01
#> 1462 b_wt -4.109595122 2.533181e-01
#> 1463 b_wt -4.103250882 2.554406e-01
#> 1464 b_wt -4.096906643 2.575633e-01
#> 1465 b_wt -4.090562403 2.596867e-01
#> 1466 b_wt -4.084218164 2.618111e-01
#> 1467 b_wt -4.077873925 2.639373e-01
#> 1468 b_wt -4.071529685 2.660656e-01
#> 1469 b_wt -4.065185446 2.681968e-01
#> 1470 b_wt -4.058841206 2.703323e-01
#> 1471 b_wt -4.052496967 2.724722e-01
#> 1472 b_wt -4.046152728 2.746170e-01
#> 1473 b_wt -4.039808488 2.767673e-01
#> 1474 b_wt -4.033464249 2.789238e-01
#> 1475 b_wt -4.027120009 2.810870e-01
#> 1476 b_wt -4.020775770 2.832595e-01
#> 1477 b_wt -4.014431530 2.854403e-01
#> 1478 b_wt -4.008087291 2.876298e-01
#> 1479 b_wt -4.001743052 2.898285e-01
#> 1480 b_wt -3.995398812 2.920368e-01
#> 1481 b_wt -3.989054573 2.942552e-01
#> 1482 b_wt -3.982710333 2.964863e-01
#> 1483 b_wt -3.976366094 2.987286e-01
#> 1484 b_wt -3.970021855 3.009820e-01
#> 1485 b_wt -3.963677615 3.032466e-01
#> 1486 b_wt -3.957333376 3.055225e-01
#> 1487 b_wt -3.950989136 3.078097e-01
#> 1488 b_wt -3.944644897 3.101102e-01
#> 1489 b_wt -3.938300658 3.124226e-01
#> 1490 b_wt -3.931956418 3.147458e-01
#> 1491 b_wt -3.925612179 3.170797e-01
#> 1492 b_wt -3.919267939 3.194238e-01
#> 1493 b_wt -3.912923700 3.217778e-01
#> 1494 b_wt -3.906579460 3.241423e-01
#> 1495 b_wt -3.900235221 3.265163e-01
#> 1496 b_wt -3.893890982 3.288982e-01
#> 1497 b_wt -3.887546742 3.312872e-01
#> 1498 b_wt -3.881202503 3.336828e-01
#> 1499 b_wt -3.874858263 3.360840e-01
#> 1500 b_wt -3.868514024 3.384905e-01
#> 1501 b_wt -3.862169785 3.409012e-01
#> 1502 b_wt -3.855825545 3.433145e-01
#> 1503 b_wt -3.849481306 3.457295e-01
#> 1504 b_wt -3.843137066 3.481453e-01
#> 1505 b_wt -3.836792827 3.505610e-01
#> 1506 b_wt -3.830448587 3.529755e-01
#> 1507 b_wt -3.824104348 3.553871e-01
#> 1508 b_wt -3.817760109 3.577953e-01
#> 1509 b_wt -3.811415869 3.601990e-01
#> 1510 b_wt -3.805071630 3.625974e-01
#> 1511 b_wt -3.798727390 3.649897e-01
#> 1512 b_wt -3.792383151 3.673748e-01
#> 1513 b_wt -3.786038912 3.697502e-01
#> 1514 b_wt -3.779694672 3.721165e-01
#> 1515 b_wt -3.773350433 3.744733e-01
#> 1516 b_wt -3.767006193 3.768198e-01
#> 1517 b_wt -3.760661954 3.791555e-01
#> 1518 b_wt -3.754317714 3.814798e-01
#> 1519 b_wt -3.747973475 3.837895e-01
#> 1520 b_wt -3.741629236 3.860866e-01
#> 1521 b_wt -3.735284996 3.883709e-01
#> 1522 b_wt -3.728940757 3.906424e-01
#> 1523 b_wt -3.722596517 3.929006e-01
#> 1524 b_wt -3.716252278 3.951457e-01
#> 1525 b_wt -3.709908039 3.973748e-01
#> 1526 b_wt -3.703563799 3.995899e-01
#> 1527 b_wt -3.697219560 4.017918e-01
#> 1528 b_wt -3.690875320 4.039806e-01
#> 1529 b_wt -3.684531081 4.061564e-01
#> 1530 b_wt -3.678186841 4.083196e-01
#> 1531 b_wt -3.671842602 4.104683e-01
#> 1532 b_wt -3.665498363 4.126040e-01
#> 1533 b_wt -3.659154123 4.147281e-01
#> 1534 b_wt -3.652809884 4.168408e-01
#> 1535 b_wt -3.646465644 4.189426e-01
#> 1536 b_wt -3.640121405 4.210338e-01
#> 1537 b_wt -3.633777166 4.231136e-01
#> 1538 b_wt -3.627432926 4.251826e-01
#> 1539 b_wt -3.621088687 4.272423e-01
#> 1540 b_wt -3.614744447 4.292930e-01
#> 1541 b_wt -3.608400208 4.313352e-01
#> 1542 b_wt -3.602055968 4.333689e-01
#> 1543 b_wt -3.595711729 4.353939e-01
#> 1544 b_wt -3.589367490 4.374098e-01
#> 1545 b_wt -3.583023250 4.394180e-01
#> 1546 b_wt -3.576679011 4.414186e-01
#> 1547 b_wt -3.570334771 4.434115e-01
#> 1548 b_wt -3.563990532 4.453967e-01
#> 1549 b_wt -3.557646293 4.473737e-01
#> 1550 b_wt -3.551302053 4.493410e-01
#> 1551 b_wt -3.544957814 4.512999e-01
#> 1552 b_wt -3.538613574 4.532498e-01
#> 1553 b_wt -3.532269335 4.551905e-01
#> 1554 b_wt -3.525925095 4.571212e-01
#> 1555 b_wt -3.519580856 4.590414e-01
#> 1556 b_wt -3.513236617 4.609475e-01
#> 1557 b_wt -3.506892377 4.628412e-01
#> 1558 b_wt -3.500548138 4.647217e-01
#> 1559 b_wt -3.494203898 4.665879e-01
#> 1560 b_wt -3.487859659 4.684388e-01
#> 1561 b_wt -3.481515420 4.702735e-01
#> 1562 b_wt -3.475171180 4.720866e-01
#> 1563 b_wt -3.468826941 4.738799e-01
#> 1564 b_wt -3.462482701 4.756527e-01
#> 1565 b_wt -3.456138462 4.774036e-01
#> 1566 b_wt -3.449794222 4.791314e-01
#> 1567 b_wt -3.443449983 4.808348e-01
#> 1568 b_wt -3.437105744 4.825072e-01
#> 1569 b_wt -3.430761504 4.841501e-01
#> 1570 b_wt -3.424417265 4.857636e-01
#> 1571 b_wt -3.418073025 4.873463e-01
#> 1572 b_wt -3.411728786 4.888969e-01
#> 1573 b_wt -3.405384547 4.904140e-01
#> 1574 b_wt -3.399040307 4.918911e-01
#> 1575 b_wt -3.392696068 4.933279e-01
#> 1576 b_wt -3.386351828 4.947267e-01
#> 1577 b_wt -3.380007589 4.960862e-01
#> 1578 b_wt -3.373663349 4.974053e-01
#> 1579 b_wt -3.367319110 4.986829e-01
#> 1580 b_wt -3.360974871 4.999131e-01
#> 1581 b_wt -3.354630631 5.010935e-01
#> 1582 b_wt -3.348286392 5.022288e-01
#> 1583 b_wt -3.341942152 5.033182e-01
#> 1584 b_wt -3.335597913 5.043609e-01
#> 1585 b_wt -3.329253674 5.053562e-01
#> 1586 b_wt -3.322909434 5.062999e-01
#> 1587 b_wt -3.316565195 5.071863e-01
#> 1588 b_wt -3.310220955 5.080233e-01
#> 1589 b_wt -3.303876716 5.088102e-01
#> 1590 b_wt -3.297532477 5.095468e-01
#> 1591 b_wt -3.291188237 5.102326e-01
#> 1592 b_wt -3.284843998 5.108655e-01
#> 1593 b_wt -3.278499758 5.114366e-01
#> 1594 b_wt -3.272155519 5.119561e-01
#> 1595 b_wt -3.265811279 5.124239e-01
#> 1596 b_wt -3.259467040 5.128400e-01
#> 1597 b_wt -3.253122801 5.132043e-01
#> 1598 b_wt -3.246778561 5.135167e-01
#> 1599 b_wt -3.240434322 5.137650e-01
#> 1600 b_wt -3.234090082 5.139615e-01
#> 1601 b_wt -3.227745843 5.141065e-01
#> 1602 b_wt -3.221401604 5.142000e-01
#> 1603 b_wt -3.215057364 5.142423e-01
#> 1604 b_wt -3.208713125 5.142334e-01
#> 1605 b_wt -3.202368885 5.141631e-01
#> 1606 b_wt -3.196024646 5.140406e-01
#> 1607 b_wt -3.189680406 5.138677e-01
#> 1608 b_wt -3.183336167 5.136448e-01
#> 1609 b_wt -3.176991928 5.133722e-01
#> 1610 b_wt -3.170647688 5.130502e-01
#> 1611 b_wt -3.164303449 5.126709e-01
#> 1612 b_wt -3.157959209 5.122397e-01
#> 1613 b_wt -3.151614970 5.117605e-01
#> 1614 b_wt -3.145270731 5.112338e-01
#> 1615 b_wt -3.138926491 5.106601e-01
#> 1616 b_wt -3.132582252 5.100397e-01
#> 1617 b_wt -3.126238012 5.093674e-01
#> 1618 b_wt -3.119893773 5.086451e-01
#> 1619 b_wt -3.113549533 5.078785e-01
#> 1620 b_wt -3.107205294 5.070683e-01
#> 1621 b_wt -3.100861055 5.062152e-01
#> 1622 b_wt -3.094516815 5.053200e-01
#> 1623 b_wt -3.088172576 5.043797e-01
#> 1624 b_wt -3.081828336 5.033937e-01
#> 1625 b_wt -3.075484097 5.023688e-01
#> 1626 b_wt -3.069139858 5.013062e-01
#> 1627 b_wt -3.062795618 5.002069e-01
#> 1628 b_wt -3.056451379 4.990719e-01
#> 1629 b_wt -3.050107139 4.979005e-01
#> 1630 b_wt -3.043762900 4.966904e-01
#> 1631 b_wt -3.037418660 4.954490e-01
#> 1632 b_wt -3.031074421 4.941778e-01
#> 1633 b_wt -3.024730182 4.928780e-01
#> 1634 b_wt -3.018385942 4.915510e-01
#> 1635 b_wt -3.012041703 4.901975e-01
#> 1636 b_wt -3.005697463 4.888150e-01
#> 1637 b_wt -2.999353224 4.874105e-01
#> 1638 b_wt -2.993008985 4.859853e-01
#> 1639 b_wt -2.986664745 4.845410e-01
#> 1640 b_wt -2.980320506 4.830789e-01
#> 1641 b_wt -2.973976266 4.816006e-01
#> 1642 b_wt -2.967632027 4.801046e-01
#> 1643 b_wt -2.961287787 4.785959e-01
#> 1644 b_wt -2.954943548 4.770761e-01
#> 1645 b_wt -2.948599309 4.755463e-01
#> 1646 b_wt -2.942255069 4.740081e-01
#> 1647 b_wt -2.935910830 4.724625e-01
#> 1648 b_wt -2.929566590 4.709100e-01
#> 1649 b_wt -2.923222351 4.693529e-01
#> 1650 b_wt -2.916878112 4.677926e-01
#> 1651 b_wt -2.910533872 4.662299e-01
#> 1652 b_wt -2.904189633 4.646659e-01
#> 1653 b_wt -2.897845393 4.631012e-01
#> 1654 b_wt -2.891501154 4.615370e-01
#> 1655 b_wt -2.885156914 4.599739e-01
#> 1656 b_wt -2.878812675 4.584124e-01
#> 1657 b_wt -2.872468436 4.568531e-01
#> 1658 b_wt -2.866124196 4.552962e-01
#> 1659 b_wt -2.859779957 4.537419e-01
#> 1660 b_wt -2.853435717 4.521908e-01
#> 1661 b_wt -2.847091478 4.506430e-01
#> 1662 b_wt -2.840747239 4.490980e-01
#> 1663 b_wt -2.834402999 4.475556e-01
#> 1664 b_wt -2.828058760 4.460155e-01
#> 1665 b_wt -2.821714520 4.444775e-01
#> 1666 b_wt -2.815370281 4.429413e-01
#> 1667 b_wt -2.809026041 4.414061e-01
#> 1668 b_wt -2.802681802 4.398711e-01
#> 1669 b_wt -2.796337563 4.383357e-01
#> 1670 b_wt -2.789993323 4.367991e-01
#> 1671 b_wt -2.783649084 4.352606e-01
#> 1672 b_wt -2.777304844 4.337191e-01
#> 1673 b_wt -2.770960605 4.321729e-01
#> 1674 b_wt -2.764616366 4.306216e-01
#> 1675 b_wt -2.758272126 4.290642e-01
#> 1676 b_wt -2.751927887 4.274997e-01
#> 1677 b_wt -2.745583647 4.259273e-01
#> 1678 b_wt -2.739239408 4.243456e-01
#> 1679 b_wt -2.732895168 4.227513e-01
#> 1680 b_wt -2.726550929 4.211452e-01
#> 1681 b_wt -2.720206690 4.195265e-01
#> 1682 b_wt -2.713862450 4.178942e-01
#> 1683 b_wt -2.707518211 4.162473e-01
#> 1684 b_wt -2.701173971 4.145848e-01
#> 1685 b_wt -2.694829732 4.129019e-01
#> 1686 b_wt -2.688485493 4.112009e-01
#> 1687 b_wt -2.682141253 4.094812e-01
#> 1688 b_wt -2.675797014 4.077421e-01
#> 1689 b_wt -2.669452774 4.059829e-01
#> 1690 b_wt -2.663108535 4.042029e-01
#> 1691 b_wt -2.656764295 4.023973e-01
#> 1692 b_wt -2.650420056 4.005682e-01
#> 1693 b_wt -2.644075817 3.987163e-01
#> 1694 b_wt -2.637731577 3.968411e-01
#> 1695 b_wt -2.631387338 3.949423e-01
#> 1696 b_wt -2.625043098 3.930196e-01
#> 1697 b_wt -2.618698859 3.910691e-01
#> 1698 b_wt -2.612354620 3.890918e-01
#> 1699 b_wt -2.606010380 3.870900e-01
#> 1700 b_wt -2.599666141 3.850635e-01
#> 1701 b_wt -2.593321901 3.830124e-01
#> 1702 b_wt -2.586977662 3.809367e-01
#> 1703 b_wt -2.580633423 3.788338e-01
#> 1704 b_wt -2.574289183 3.767035e-01
#> 1705 b_wt -2.567944944 3.745493e-01
#> 1706 b_wt -2.561600704 3.723714e-01
#> 1707 b_wt -2.555256465 3.701702e-01
#> 1708 b_wt -2.548912225 3.679461e-01
#> 1709 b_wt -2.542567986 3.656977e-01
#> 1710 b_wt -2.536223747 3.634239e-01
#> 1711 b_wt -2.529879507 3.611289e-01
#> 1712 b_wt -2.523535268 3.588132e-01
#> 1713 b_wt -2.517191028 3.564775e-01
#> 1714 b_wt -2.510846789 3.541224e-01
#> 1715 b_wt -2.504502550 3.517478e-01
#> 1716 b_wt -2.498158310 3.493520e-01
#> 1717 b_wt -2.491814071 3.469394e-01
#> 1718 b_wt -2.485469831 3.445109e-01
#> 1719 b_wt -2.479125592 3.420672e-01
#> 1720 b_wt -2.472781352 3.396092e-01
#> 1721 b_wt -2.466437113 3.371378e-01
#> 1722 b_wt -2.460092874 3.346512e-01
#> 1723 b_wt -2.453748634 3.321536e-01
#> 1724 b_wt -2.447404395 3.296460e-01
#> 1725 b_wt -2.441060155 3.271292e-01
#> 1726 b_wt -2.434715916 3.246044e-01
#> 1727 b_wt -2.428371677 3.220724e-01
#> 1728 b_wt -2.422027437 3.195332e-01
#> 1729 b_wt -2.415683198 3.169894e-01
#> 1730 b_wt -2.409338958 3.144419e-01
#> 1731 b_wt -2.402994719 3.118919e-01
#> 1732 b_wt -2.396650479 3.093402e-01
#> 1733 b_wt -2.390306240 3.067879e-01
#> 1734 b_wt -2.383962001 3.042360e-01
#> 1735 b_wt -2.377617761 3.016859e-01
#> 1736 b_wt -2.371273522 2.991383e-01
#> 1737 b_wt -2.364929282 2.965941e-01
#> 1738 b_wt -2.358585043 2.940539e-01
#> 1739 b_wt -2.352240804 2.915185e-01
#> 1740 b_wt -2.345896564 2.889895e-01
#> 1741 b_wt -2.339552325 2.864676e-01
#> 1742 b_wt -2.333208085 2.839527e-01
#> 1743 b_wt -2.326863846 2.814453e-01
#> 1744 b_wt -2.320519606 2.789457e-01
#> 1745 b_wt -2.314175367 2.764542e-01
#> 1746 b_wt -2.307831128 2.739722e-01
#> 1747 b_wt -2.301486888 2.715000e-01
#> 1748 b_wt -2.295142649 2.690367e-01
#> 1749 b_wt -2.288798409 2.665822e-01
#> 1750 b_wt -2.282454170 2.641365e-01
#> 1751 b_wt -2.276109931 2.616994e-01
#> 1752 b_wt -2.269765691 2.592712e-01
#> 1753 b_wt -2.263421452 2.568526e-01
#> 1754 b_wt -2.257077212 2.544416e-01
#> 1755 b_wt -2.250732973 2.520378e-01
#> 1756 b_wt -2.244388733 2.496408e-01
#> 1757 b_wt -2.238044494 2.472501e-01
#> 1758 b_wt -2.231700255 2.448653e-01
#> 1759 b_wt -2.225356015 2.424864e-01
#> 1760 b_wt -2.219011776 2.401116e-01
#> 1761 b_wt -2.212667536 2.377403e-01
#> 1762 b_wt -2.206323297 2.353719e-01
#> 1763 b_wt -2.199979058 2.330056e-01
#> 1764 b_wt -2.193634818 2.306407e-01
#> 1765 b_wt -2.187290579 2.282767e-01
#> 1766 b_wt -2.180946339 2.259124e-01
#> 1767 b_wt -2.174602100 2.235473e-01
#> 1768 b_wt -2.168257860 2.211808e-01
#> 1769 b_wt -2.161913621 2.188122e-01
#> 1770 b_wt -2.155569382 2.164412e-01
#> 1771 b_wt -2.149225142 2.140665e-01
#> 1772 b_wt -2.142880903 2.116881e-01
#> 1773 b_wt -2.136536663 2.093057e-01
#> 1774 b_wt -2.130192424 2.069191e-01
#> 1775 b_wt -2.123848185 2.045281e-01
#> 1776 b_wt -2.117503945 2.021326e-01
#> 1777 b_wt -2.111159706 1.997318e-01
#> 1778 b_wt -2.104815466 1.973261e-01
#> 1779 b_wt -2.098471227 1.949159e-01
#> 1780 b_wt -2.092126987 1.925016e-01
#> 1781 b_wt -2.085782748 1.900834e-01
#> 1782 b_wt -2.079438509 1.876616e-01
#> 1783 b_wt -2.073094269 1.852363e-01
#> 1784 b_wt -2.066750030 1.828084e-01
#> 1785 b_wt -2.060405790 1.803789e-01
#> 1786 b_wt -2.054061551 1.779483e-01
#> 1787 b_wt -2.047717312 1.755176e-01
#> 1788 b_wt -2.041373072 1.730873e-01
#> 1789 b_wt -2.035028833 1.706587e-01
#> 1790 b_wt -2.028684593 1.682333e-01
#> 1791 b_wt -2.022340354 1.658118e-01
#> 1792 b_wt -2.015996114 1.633952e-01
#> 1793 b_wt -2.009651875 1.609846e-01
#> 1794 b_wt -2.003307636 1.585812e-01
#> 1795 b_wt -1.996963396 1.561865e-01
#> 1796 b_wt -1.990619157 1.538035e-01
#> 1797 b_wt -1.984274917 1.514318e-01
#> 1798 b_wt -1.977930678 1.490725e-01
#> 1799 b_wt -1.971586439 1.467270e-01
#> 1800 b_wt -1.965242199 1.443963e-01
#> 1801 b_wt -1.958897960 1.420820e-01
#> 1802 b_wt -1.952553720 1.397892e-01
#> 1803 b_wt -1.946209481 1.375154e-01
#> 1804 b_wt -1.939865242 1.352619e-01
#> 1805 b_wt -1.933521002 1.330297e-01
#> 1806 b_wt -1.927176763 1.308198e-01
#> 1807 b_wt -1.920832523 1.286333e-01
#> 1808 b_wt -1.914488284 1.264768e-01
#> 1809 b_wt -1.908144044 1.243467e-01
#> 1810 b_wt -1.901799805 1.222433e-01
#> 1811 b_wt -1.895455566 1.201675e-01
#> 1812 b_wt -1.889111326 1.181199e-01
#> 1813 b_wt -1.882767087 1.161012e-01
#> 1814 b_wt -1.876422847 1.141179e-01
#> 1815 b_wt -1.870078608 1.121668e-01
#> 1816 b_wt -1.863734369 1.102467e-01
#> 1817 b_wt -1.857390129 1.083581e-01
#> 1818 b_wt -1.851045890 1.065013e-01
#> 1819 b_wt -1.844701650 1.046766e-01
#> 1820 b_wt -1.838357411 1.028891e-01
#> 1821 b_wt -1.832013171 1.011373e-01
#> 1822 b_wt -1.825668932 9.941820e-02
#> 1823 b_wt -1.819324693 9.773184e-02
#> 1824 b_wt -1.812980453 9.607821e-02
#> 1825 b_wt -1.806636214 9.445725e-02
#> 1826 b_wt -1.800291974 9.287252e-02
#> 1827 b_wt -1.793947735 9.132416e-02
#> 1828 b_wt -1.787603496 8.980778e-02
#> 1829 b_wt -1.781259256 8.832311e-02
#> 1830 b_wt -1.774915017 8.686983e-02
#> 1831 b_wt -1.768570777 8.544758e-02
#> 1832 b_wt -1.762226538 8.405835e-02
#> 1833 b_wt -1.755882298 8.270406e-02
#> 1834 b_wt -1.749538059 8.137927e-02
#> 1835 b_wt -1.743193820 8.008351e-02
#> 1836 b_wt -1.736849580 7.881630e-02
#> 1837 b_wt -1.730505341 7.757712e-02
#> 1838 b_wt -1.724161101 7.636660e-02
#> 1839 b_wt -1.717816862 7.518818e-02
#> 1840 b_wt -1.711472623 7.403588e-02
#> 1841 b_wt -1.705128383 7.290914e-02
#> 1842 b_wt -1.698784144 7.180742e-02
#> 1843 b_wt -1.692439904 7.073017e-02
#> 1844 b_wt -1.686095665 6.967699e-02
#> 1845 b_wt -1.679751425 6.865245e-02
#> 1846 b_wt -1.673407186 6.765039e-02
#> 1847 b_wt -1.667062947 6.667027e-02
#> 1848 b_wt -1.660718707 6.571155e-02
#> 1849 b_wt -1.654374468 6.477370e-02
#> 1850 b_wt -1.648030228 6.385617e-02
#> 1851 b_wt -1.641685989 6.296246e-02
#> 1852 b_wt -1.635341750 6.208825e-02
#> 1853 b_wt -1.628997510 6.123246e-02
#> 1854 b_wt -1.622653271 6.039454e-02
#> 1855 b_wt -1.616309031 5.957398e-02
#> 1856 b_wt -1.609964792 5.877025e-02
#> 1857 b_wt -1.603620552 5.798553e-02
#> 1858 b_wt -1.597276313 5.721730e-02
#> 1859 b_wt -1.590932074 5.646396e-02
#> 1860 b_wt -1.584587834 5.572497e-02
#> 1861 b_wt -1.578243595 5.499978e-02
#> 1862 b_wt -1.571899355 5.428786e-02
#> 1863 b_wt -1.565555116 5.359029e-02
#> 1864 b_wt -1.559210877 5.290580e-02
#> 1865 b_wt -1.552866637 5.223254e-02
#> 1866 b_wt -1.546522398 5.156994e-02
#> 1867 b_wt -1.540178158 5.091742e-02
#> 1868 b_wt -1.533833919 5.027442e-02
#> 1869 b_wt -1.527489679 4.964120e-02
#> 1870 b_wt -1.521145440 4.901719e-02
#> 1871 b_wt -1.514801201 4.840062e-02
#> 1872 b_wt -1.508456961 4.779091e-02
#> 1873 b_wt -1.502112722 4.718749e-02
#> 1874 b_wt -1.495768482 4.658982e-02
#> 1875 b_wt -1.489424243 4.599763e-02
#> 1876 b_wt -1.483080004 4.541066e-02
#> 1877 b_wt -1.476735764 4.482750e-02
#> 1878 b_wt -1.470391525 4.424764e-02
#> 1879 b_wt -1.464047285 4.367061e-02
#> 1880 b_wt -1.457703046 4.309595e-02
#> 1881 b_wt -1.451358806 4.252326e-02
#> 1882 b_wt -1.445014567 4.195221e-02
#> 1883 b_wt -1.438670328 4.138205e-02
#> 1884 b_wt -1.432326088 4.081243e-02
#> 1885 b_wt -1.425981849 4.024304e-02
#> 1886 b_wt -1.419637609 3.967358e-02
#> 1887 b_wt -1.413293370 3.910380e-02
#> 1888 b_wt -1.406949131 3.853326e-02
#> 1889 b_wt -1.400604891 3.796188e-02
#> 1890 b_wt -1.394260652 3.738952e-02
#> 1891 b_wt -1.387916412 3.681608e-02
#> 1892 b_wt -1.381572173 3.624150e-02
#> 1893 b_wt -1.375227933 3.566572e-02
#> 1894 b_wt -1.368883694 3.508851e-02
#> 1895 b_wt -1.362539455 3.451012e-02
#> 1896 b_wt -1.356195215 3.393066e-02
#> 1897 b_wt -1.349850976 3.335026e-02
#> 1898 b_wt -1.343506736 3.276903e-02
#> 1899 b_wt -1.337162497 3.218713e-02
#> 1900 b_wt -1.330818258 3.160473e-02
#> 1901 b_wt -1.324474018 3.102215e-02
#> 1902 b_wt -1.318129779 3.043969e-02
#> 1903 b_wt -1.311785539 2.985759e-02
#> 1904 b_wt -1.305441300 2.927613e-02
#> 1905 b_wt -1.299097060 2.869560e-02
#> 1906 b_wt -1.292752821 2.811652e-02
#> 1907 b_wt -1.286408582 2.753934e-02
#> 1908 b_wt -1.280064342 2.696423e-02
#> 1909 b_wt -1.273720103 2.639153e-02
#> 1910 b_wt -1.267375863 2.582159e-02
#> 1911 b_wt -1.261031624 2.525473e-02
#> 1912 b_wt -1.254687385 2.469166e-02
#> 1913 b_wt -1.248343145 2.413311e-02
#> 1914 b_wt -1.241998906 2.357888e-02
#> 1915 b_wt -1.235654666 2.302931e-02
#> 1916 b_wt -1.229310427 2.248473e-02
#> 1917 b_wt -1.222966188 2.194547e-02
#> 1918 b_wt -1.216621948 2.141219e-02
#> 1919 b_wt -1.210277709 2.088609e-02
#> 1920 b_wt -1.203933469 2.036643e-02
#> 1921 b_wt -1.197589230 1.985348e-02
#> 1922 b_wt -1.191244990 1.934752e-02
#> 1923 b_wt -1.184900751 1.884882e-02
#> 1924 b_wt -1.178556512 1.835778e-02
#> 1925 b_wt -1.172212272 1.787631e-02
#> 1926 b_wt -1.165868033 1.740297e-02
#> 1927 b_wt -1.159523793 1.693795e-02
#> 1928 b_wt -1.153179554 1.648146e-02
#> 1929 b_wt -1.146835315 1.603369e-02
#> 1930 b_wt -1.140491075 1.559480e-02
#> 1931 b_wt -1.134146836 1.516704e-02
#> 1932 b_wt -1.127802596 1.474870e-02
#> 1933 b_wt -1.121458357 1.433975e-02
#> 1934 b_wt -1.115114117 1.394030e-02
#> 1935 b_wt -1.108769878 1.355044e-02
#> 1936 b_wt -1.102425639 1.317027e-02
#> 1937 b_wt -1.096081399 1.280170e-02
#> 1938 b_wt -1.089737160 1.244346e-02
#> 1939 b_wt -1.083392920 1.209508e-02
#> 1940 b_wt -1.077048681 1.175656e-02
#> 1941 b_wt -1.070704442 1.142791e-02
#> 1942 b_wt -1.064360202 1.110912e-02
#> 1943 b_wt -1.058015963 1.080166e-02
#> 1944 b_wt -1.051671723 1.050483e-02
#> 1945 b_wt -1.045327484 1.021769e-02
#> 1946 b_wt -1.038983244 9.940161e-03
#> 1947 b_wt -1.032639005 9.672159e-03
#> 1948 b_wt -1.026294766 9.413579e-03
#> 1949 b_wt -1.019950526 9.165374e-03
#> 1950 b_wt -1.013606287 8.927409e-03
#> 1951 b_wt -1.007262047 8.698379e-03
#> 1952 b_wt -1.000917808 8.478124e-03
#> 1953 b_wt -0.994573569 8.266469e-03
#> 1954 b_wt -0.988229329 8.063234e-03
#> 1955 b_wt -0.981885090 7.868869e-03
#> 1956 b_wt -0.975540850 7.683706e-03
#> 1957 b_wt -0.969196611 7.506216e-03
#> 1958 b_wt -0.962852371 7.336171e-03
#> 1959 b_wt -0.956508132 7.173340e-03
#> 1960 b_wt -0.950163893 7.017486e-03
#> 1961 b_wt -0.943819653 6.868653e-03
#> 1962 b_wt -0.937475414 6.727462e-03
#> 1963 b_wt -0.931131174 6.592342e-03
#> 1964 b_wt -0.924786935 6.463036e-03
#> 1965 b_wt -0.918442696 6.339286e-03
#> 1966 b_wt -0.912098456 6.220832e-03
#> 1967 b_wt -0.905754217 6.107457e-03
#> 1968 b_wt -0.899409977 5.999866e-03
#> 1969 b_wt -0.893065738 5.896634e-03
#> 1970 b_wt -0.886721498 5.797510e-03
#> 1971 b_wt -0.880377259 5.702245e-03
#> 1972 b_wt -0.874033020 5.610594e-03
#> 1973 b_wt -0.867688780 5.522316e-03
#> 1974 b_wt -0.861344541 5.437769e-03
#> 1975 b_wt -0.855000301 5.356072e-03
#> 1976 b_wt -0.848656062 5.276925e-03
#> 1977 b_wt -0.842311823 5.200120e-03
#> 1978 b_wt -0.835967583 5.125453e-03
#> 1979 b_wt -0.829623344 5.052728e-03
#> 1980 b_wt -0.823279104 4.982021e-03
#> 1981 b_wt -0.816934865 4.912890e-03
#> 1982 b_wt -0.810590625 4.845065e-03
#> 1983 b_wt -0.804246386 4.778394e-03
#> 1984 b_wt -0.797902147 4.712731e-03
#> 1985 b_wt -0.791557907 4.647938e-03
#> 1986 b_wt -0.785213668 4.583967e-03
#> 1987 b_wt -0.778869428 4.520623e-03
#> 1988 b_wt -0.772525189 4.457731e-03
#> 1989 b_wt -0.766180950 4.395200e-03
#> 1990 b_wt -0.759836710 4.332944e-03
#> 1991 b_wt -0.753492471 4.270886e-03
#> 1992 b_wt -0.747148231 4.208960e-03
#> 1993 b_wt -0.740803992 4.147084e-03
#> 1994 b_wt -0.734459752 4.085197e-03
#> 1995 b_wt -0.728115513 4.023260e-03
#> 1996 b_wt -0.721771274 3.961241e-03
#> 1997 b_wt -0.715427034 3.899114e-03
#> 1998 b_wt -0.709082795 3.836850e-03
#> 1999 b_wt -0.702738555 3.774419e-03
#> 2000 b_wt -0.696394316 3.711843e-03
#> 2001 b_wt -0.690050077 3.649126e-03
#> 2002 b_wt -0.683705837 3.586275e-03
#> 2003 b_wt -0.677361598 3.523305e-03
#> 2004 b_wt -0.671017358 3.460229e-03
#> 2005 b_wt -0.664673119 3.397066e-03
#> 2006 b_wt -0.658328879 3.333868e-03
#> 2007 b_wt -0.651984640 3.270664e-03
#> 2008 b_wt -0.645640401 3.207489e-03
#> 2009 b_wt -0.639296161 3.144381e-03
#> 2010 b_wt -0.632951922 3.081378e-03
#> 2011 b_wt -0.626607682 3.018570e-03
#> 2012 b_wt -0.620263443 2.955979e-03
#> 2013 b_wt -0.613919204 2.893646e-03
#> 2014 b_wt -0.607574964 2.831618e-03
#> 2015 b_wt -0.601230725 2.769938e-03
#> 2016 b_wt -0.594886485 2.708651e-03
#> 2017 b_wt -0.588542246 2.647904e-03
#> 2018 b_wt -0.582198007 2.587683e-03
#> 2019 b_wt -0.575853767 2.528013e-03
#> 2020 b_wt -0.569509528 2.468933e-03
#> 2021 b_wt -0.563165288 2.410483e-03
#> 2022 b_wt -0.556821049 2.352700e-03
#> 2023 b_wt -0.550476809 2.295743e-03
#> 2024 b_wt -0.544132570 2.239593e-03
#> 2025 b_wt -0.537788331 2.184224e-03
#> 2026 b_wt -0.531444091 2.129662e-03
#> 2027 b_wt -0.525099852 2.075930e-03
#> 2028 b_wt -0.518755612 2.023046e-03
#> 2029 b_wt -0.512411373 1.971146e-03
#> 2030 b_wt -0.506067134 1.920229e-03
#> 2031 b_wt -0.499722894 1.870207e-03
#> 2032 b_wt -0.493378655 1.821087e-03
#> 2033 b_wt -0.487034415 1.772870e-03
#> 2034 b_wt -0.480690176 1.725558e-03
#> 2035 b_wt -0.474345936 1.679231e-03
#> 2036 b_wt -0.468001697 1.633928e-03
#> 2037 b_wt -0.461657458 1.589506e-03
#> 2038 b_wt -0.455313218 1.545953e-03
#> 2039 b_wt -0.448968979 1.503255e-03
#> 2040 b_wt -0.442624739 1.461397e-03
#> 2041 b_wt -0.436280500 1.420409e-03
#> 2042 b_wt -0.429936261 1.380363e-03
#> 2043 b_wt -0.423592021 1.341088e-03
#> 2044 b_wt -0.417247782 1.302564e-03
#> 2045 b_wt -0.410903542 1.264770e-03
#> 2046 b_wt -0.404559303 1.227682e-03
#> 2047 b_wt -0.398215063 1.191295e-03
#> 2048 b_wt -0.391870824 1.155709e-03
#> 2049 b_cyl -3.179600735 1.304656e-03
#> 2050 b_cyl -3.176131314 1.318176e-03
#> 2051 b_cyl -3.172661893 1.331080e-03
#> 2052 b_cyl -3.169192471 1.343437e-03
#> 2053 b_cyl -3.165723050 1.355329e-03
#> 2054 b_cyl -3.162253628 1.366970e-03
#> 2055 b_cyl -3.158784207 1.378484e-03
#> 2056 b_cyl -3.155314786 1.390002e-03
#> 2057 b_cyl -3.151845364 1.401662e-03
#> 2058 b_cyl -3.148375943 1.413610e-03
#> 2059 b_cyl -3.144906521 1.426162e-03
#> 2060 b_cyl -3.141437100 1.439416e-03
#> 2061 b_cyl -3.137967679 1.453537e-03
#> 2062 b_cyl -3.134498257 1.468696e-03
#> 2063 b_cyl -3.131028836 1.485066e-03
#> 2064 b_cyl -3.127559414 1.502821e-03
#> 2065 b_cyl -3.124089993 1.522485e-03
#> 2066 b_cyl -3.120620572 1.544073e-03
#> 2067 b_cyl -3.117151150 1.567678e-03
#> 2068 b_cyl -3.113681729 1.593470e-03
#> 2069 b_cyl -3.110212307 1.621616e-03
#> 2070 b_cyl -3.106742886 1.652276e-03
#> 2071 b_cyl -3.103273465 1.686012e-03
#> 2072 b_cyl -3.099804043 1.722916e-03
#> 2073 b_cyl -3.096334622 1.762857e-03
#> 2074 b_cyl -3.092865200 1.805959e-03
#> 2075 b_cyl -3.089395779 1.852336e-03
#> 2076 b_cyl -3.085926358 1.902090e-03
#> 2077 b_cyl -3.082456936 1.955646e-03
#> 2078 b_cyl -3.078987515 2.013301e-03
#> 2079 b_cyl -3.075518093 2.074601e-03
#> 2080 b_cyl -3.072048672 2.139587e-03
#> 2081 b_cyl -3.068579251 2.208289e-03
#> 2082 b_cyl -3.065109829 2.280719e-03
#> 2083 b_cyl -3.061640408 2.357044e-03
#> 2084 b_cyl -3.058170986 2.437793e-03
#> 2085 b_cyl -3.054701565 2.522199e-03
#> 2086 b_cyl -3.051232144 2.610208e-03
#> 2087 b_cyl -3.047762722 2.701751e-03
#> 2088 b_cyl -3.044293301 2.796747e-03
#> 2089 b_cyl -3.040823879 2.895104e-03
#> 2090 b_cyl -3.037354458 2.997429e-03
#> 2091 b_cyl -3.033885037 3.102823e-03
#> 2092 b_cyl -3.030415615 3.211133e-03
#> 2093 b_cyl -3.026946194 3.322211e-03
#> 2094 b_cyl -3.023476772 3.435903e-03
#> 2095 b_cyl -3.020007351 3.552046e-03
#> 2096 b_cyl -3.016537930 3.670843e-03
#> 2097 b_cyl -3.013068508 3.791753e-03
#> 2098 b_cyl -3.009599087 3.914475e-03
#> 2099 b_cyl -3.006129665 4.038824e-03
#> 2100 b_cyl -3.002660244 4.164613e-03
#> 2101 b_cyl -2.999190823 4.291658e-03
#> 2102 b_cyl -2.995721401 4.419879e-03
#> 2103 b_cyl -2.992251980 4.548977e-03
#> 2104 b_cyl -2.988782558 4.678670e-03
#> 2105 b_cyl -2.985313137 4.808784e-03
#> 2106 b_cyl -2.981843716 4.939153e-03
#> 2107 b_cyl -2.978374294 5.069615e-03
#> 2108 b_cyl -2.974904873 5.199991e-03
#> 2109 b_cyl -2.971435451 5.330061e-03
#> 2110 b_cyl -2.967966030 5.459707e-03
#> 2111 b_cyl -2.964496609 5.588809e-03
#> 2112 b_cyl -2.961027187 5.717254e-03
#> 2113 b_cyl -2.957557766 5.844942e-03
#> 2114 b_cyl -2.954088344 5.971740e-03
#> 2115 b_cyl -2.950618923 6.097389e-03
#> 2116 b_cyl -2.947149502 6.221996e-03
#> 2117 b_cyl -2.943680080 6.345508e-03
#> 2118 b_cyl -2.940210659 6.467880e-03
#> 2119 b_cyl -2.936741238 6.589077e-03
#> 2120 b_cyl -2.933271816 6.709070e-03
#> 2121 b_cyl -2.929802395 6.827554e-03
#> 2122 b_cyl -2.926332973 6.944791e-03
#> 2123 b_cyl -2.922863552 7.060791e-03
#> 2124 b_cyl -2.919394131 7.175562e-03
#> 2125 b_cyl -2.915924709 7.289113e-03
#> 2126 b_cyl -2.912455288 7.401460e-03
#> 2127 b_cyl -2.908985866 7.512415e-03
#> 2128 b_cyl -2.905516445 7.622156e-03
#> 2129 b_cyl -2.902047024 7.730777e-03
#> 2130 b_cyl -2.898577602 7.838306e-03
#> 2131 b_cyl -2.895108181 7.944772e-03
#> 2132 b_cyl -2.891638759 8.050204e-03
#> 2133 b_cyl -2.888169338 8.154508e-03
#> 2134 b_cyl -2.884699917 8.257751e-03
#> 2135 b_cyl -2.881230495 8.360070e-03
#> 2136 b_cyl -2.877761074 8.461495e-03
#> 2137 b_cyl -2.874291652 8.562056e-03
#> 2138 b_cyl -2.870822231 8.661783e-03
#> 2139 b_cyl -2.867352810 8.760644e-03
#> 2140 b_cyl -2.863883388 8.858630e-03
#> 2141 b_cyl -2.860413967 8.955900e-03
#> 2142 b_cyl -2.856944545 9.052492e-03
#> 2143 b_cyl -2.853475124 9.148447e-03
#> 2144 b_cyl -2.850005703 9.243809e-03
#> 2145 b_cyl -2.846536281 9.338611e-03
#> 2146 b_cyl -2.843066860 9.432851e-03
#> 2147 b_cyl -2.839597438 9.526710e-03
#> 2148 b_cyl -2.836128017 9.620264e-03
#> 2149 b_cyl -2.832658596 9.713599e-03
#> 2150 b_cyl -2.829189174 9.806810e-03
#> 2151 b_cyl -2.825719753 9.900002e-03
#> 2152 b_cyl -2.822250331 9.993364e-03
#> 2153 b_cyl -2.818780910 1.008705e-02
#> 2154 b_cyl -2.815311489 1.018121e-02
#> 2155 b_cyl -2.811842067 1.027602e-02
#> 2156 b_cyl -2.808372646 1.037166e-02
#> 2157 b_cyl -2.804903224 1.046833e-02
#> 2158 b_cyl -2.801433803 1.056653e-02
#> 2159 b_cyl -2.797964382 1.066643e-02
#> 2160 b_cyl -2.794494960 1.076821e-02
#> 2161 b_cyl -2.791025539 1.087215e-02
#> 2162 b_cyl -2.787556117 1.097853e-02
#> 2163 b_cyl -2.784086696 1.108766e-02
#> 2164 b_cyl -2.780617275 1.120030e-02
#> 2165 b_cyl -2.777147853 1.131687e-02
#> 2166 b_cyl -2.773678432 1.143738e-02
#> 2167 b_cyl -2.770209010 1.156220e-02
#> 2168 b_cyl -2.766739589 1.169170e-02
#> 2169 b_cyl -2.763270168 1.182623e-02
#> 2170 b_cyl -2.759800746 1.196667e-02
#> 2171 b_cyl -2.756331325 1.211404e-02
#> 2172 b_cyl -2.752861903 1.226786e-02
#> 2173 b_cyl -2.749392482 1.242853e-02
#> 2174 b_cyl -2.745923061 1.259645e-02
#> 2175 b_cyl -2.742453639 1.277202e-02
#> 2176 b_cyl -2.738984218 1.295589e-02
#> 2177 b_cyl -2.735514796 1.315010e-02
#> 2178 b_cyl -2.732045375 1.335336e-02
#> 2179 b_cyl -2.728575954 1.356604e-02
#> 2180 b_cyl -2.725106532 1.378851e-02
#> 2181 b_cyl -2.721637111 1.402112e-02
#> 2182 b_cyl -2.718167689 1.426422e-02
#> 2183 b_cyl -2.714698268 1.452064e-02
#> 2184 b_cyl -2.711228847 1.478858e-02
#> 2185 b_cyl -2.707759425 1.506815e-02
#> 2186 b_cyl -2.704290004 1.535963e-02
#> 2187 b_cyl -2.700820582 1.566327e-02
#> 2188 b_cyl -2.697351161 1.597935e-02
#> 2189 b_cyl -2.693881740 1.631030e-02
#> 2190 b_cyl -2.690412318 1.665510e-02
#> 2191 b_cyl -2.686942897 1.701308e-02
#> 2192 b_cyl -2.683473475 1.738439e-02
#> 2193 b_cyl -2.680004054 1.776920e-02
#> 2194 b_cyl -2.676534633 1.816763e-02
#> 2195 b_cyl -2.673065211 1.858151e-02
#> 2196 b_cyl -2.669595790 1.901084e-02
#> 2197 b_cyl -2.666126368 1.945410e-02
#> 2198 b_cyl -2.662656947 1.991134e-02
#> 2199 b_cyl -2.659187526 2.038257e-02
#> 2200 b_cyl -2.655718104 2.086780e-02
#> 2201 b_cyl -2.652248683 2.136807e-02
#> 2202 b_cyl -2.648779261 2.188455e-02
#> 2203 b_cyl -2.645309840 2.241491e-02
#> 2204 b_cyl -2.641840419 2.295905e-02
#> 2205 b_cyl -2.638370997 2.351690e-02
#> 2206 b_cyl -2.634901576 2.408835e-02
#> 2207 b_cyl -2.631432154 2.467362e-02
#> 2208 b_cyl -2.627962733 2.527499e-02
#> 2209 b_cyl -2.624493312 2.588945e-02
#> 2210 b_cyl -2.621023890 2.651683e-02
#> 2211 b_cyl -2.617554469 2.715696e-02
#> 2212 b_cyl -2.614085047 2.780964e-02
#> 2213 b_cyl -2.610615626 2.847469e-02
#> 2214 b_cyl -2.607146205 2.915445e-02
#> 2215 b_cyl -2.603676783 2.984631e-02
#> 2216 b_cyl -2.600207362 3.054978e-02
#> 2217 b_cyl -2.596737940 3.126465e-02
#> 2218 b_cyl -2.593268519 3.199071e-02
#> 2219 b_cyl -2.589799098 3.272775e-02
#> 2220 b_cyl -2.586329676 3.347733e-02
#> 2221 b_cyl -2.582860255 3.423813e-02
#> 2222 b_cyl -2.579390833 3.500921e-02
#> 2223 b_cyl -2.575921412 3.579041e-02
#> 2224 b_cyl -2.572451991 3.658157e-02
#> 2225 b_cyl -2.568982569 3.738254e-02
#> 2226 b_cyl -2.565513148 3.819433e-02
#> 2227 b_cyl -2.562043726 3.901681e-02
#> 2228 b_cyl -2.558574305 3.984874e-02
#> 2229 b_cyl -2.555104884 4.069010e-02
#> 2230 b_cyl -2.551635462 4.154085e-02
#> 2231 b_cyl -2.548166041 4.240100e-02
#> 2232 b_cyl -2.544696619 4.327125e-02
#> 2233 b_cyl -2.541227198 4.415262e-02
#> 2234 b_cyl -2.537757777 4.504364e-02
#> 2235 b_cyl -2.534288355 4.594445e-02
#> 2236 b_cyl -2.530818934 4.685522e-02
#> 2237 b_cyl -2.527349512 4.777615e-02
#> 2238 b_cyl -2.523880091 4.870771e-02
#> 2239 b_cyl -2.520410670 4.965231e-02
#> 2240 b_cyl -2.516941248 5.060805e-02
#> 2241 b_cyl -2.513471827 5.157525e-02
#> 2242 b_cyl -2.510002405 5.255428e-02
#> 2243 b_cyl -2.506532984 5.354553e-02
#> 2244 b_cyl -2.503063563 5.454939e-02
#> 2245 b_cyl -2.499594141 5.556921e-02
#> 2246 b_cyl -2.496124720 5.660318e-02
#> 2247 b_cyl -2.492655298 5.765144e-02
#> 2248 b_cyl -2.489185877 5.871447e-02
#> 2249 b_cyl -2.485716456 5.979279e-02
#> 2250 b_cyl -2.482247034 6.088691e-02
#> 2251 b_cyl -2.478777613 6.200016e-02
#> 2252 b_cyl -2.475308191 6.313184e-02
#> 2253 b_cyl -2.471838770 6.428125e-02
#> 2254 b_cyl -2.468369349 6.544893e-02
#> 2255 b_cyl -2.464899927 6.663541e-02
#> 2256 b_cyl -2.461430506 6.784121e-02
#> 2257 b_cyl -2.457961084 6.906922e-02
#> 2258 b_cyl -2.454491663 7.032035e-02
#> 2259 b_cyl -2.451022242 7.159263e-02
#> 2260 b_cyl -2.447552820 7.288654e-02
#> 2261 b_cyl -2.444083399 7.420254e-02
#> 2262 b_cyl -2.440613977 7.554108e-02
#> 2263 b_cyl -2.437144556 7.690415e-02
#> 2264 b_cyl -2.433675135 7.829479e-02
#> 2265 b_cyl -2.430205713 7.970944e-02
#> 2266 b_cyl -2.426736292 8.114846e-02
#> 2267 b_cyl -2.423266870 8.261219e-02
#> 2268 b_cyl -2.419797449 8.410096e-02
#> 2269 b_cyl -2.416328028 8.561555e-02
#> 2270 b_cyl -2.412858606 8.716156e-02
#> 2271 b_cyl -2.409389185 8.873366e-02
#> 2272 b_cyl -2.405919763 9.033213e-02
#> 2273 b_cyl -2.402450342 9.195720e-02
#> 2274 b_cyl -2.398980921 9.360912e-02
#> 2275 b_cyl -2.395511499 9.528812e-02
#> 2276 b_cyl -2.392042078 9.700013e-02
#> 2277 b_cyl -2.388572656 9.874063e-02
#> 2278 b_cyl -2.385103235 1.005090e-01
#> 2279 b_cyl -2.381633814 1.023054e-01
#> 2280 b_cyl -2.378164392 1.041301e-01
#> 2281 b_cyl -2.374694971 1.059833e-01
#> 2282 b_cyl -2.371225549 1.078699e-01
#> 2283 b_cyl -2.367756128 1.097877e-01
#> 2284 b_cyl -2.364286707 1.117349e-01
#> 2285 b_cyl -2.360817285 1.137117e-01
#> 2286 b_cyl -2.357347864 1.157182e-01
#> 2287 b_cyl -2.353878442 1.177548e-01
#> 2288 b_cyl -2.350409021 1.198251e-01
#> 2289 b_cyl -2.346939600 1.219301e-01
#> 2290 b_cyl -2.343470178 1.240661e-01
#> 2291 b_cyl -2.340000757 1.262335e-01
#> 2292 b_cyl -2.336531335 1.284326e-01
#> 2293 b_cyl -2.333061914 1.306636e-01
#> 2294 b_cyl -2.329592493 1.329290e-01
#> 2295 b_cyl -2.326123071 1.352329e-01
#> 2296 b_cyl -2.322653650 1.375700e-01
#> 2297 b_cyl -2.319184228 1.399406e-01
#> 2298 b_cyl -2.315714807 1.423450e-01
#> 2299 b_cyl -2.312245386 1.447836e-01
#> 2300 b_cyl -2.308775964 1.472572e-01
#> 2301 b_cyl -2.305306543 1.497735e-01
#> 2302 b_cyl -2.301837121 1.523252e-01
#> 2303 b_cyl -2.298367700 1.549126e-01
#> 2304 b_cyl -2.294898279 1.575360e-01
#> 2305 b_cyl -2.291428857 1.601956e-01
#> 2306 b_cyl -2.287959436 1.628917e-01
#> 2307 b_cyl -2.284490014 1.656322e-01
#> 2308 b_cyl -2.281020593 1.684112e-01
#> 2309 b_cyl -2.277551172 1.712276e-01
#> 2310 b_cyl -2.274081750 1.740817e-01
#> 2311 b_cyl -2.270612329 1.769737e-01
#> 2312 b_cyl -2.267142907 1.799038e-01
#> 2313 b_cyl -2.263673486 1.828781e-01
#> 2314 b_cyl -2.260204065 1.858941e-01
#> 2315 b_cyl -2.256734643 1.889488e-01
#> 2316 b_cyl -2.253265222 1.920422e-01
#> 2317 b_cyl -2.249795800 1.951747e-01
#> 2318 b_cyl -2.246326379 1.983461e-01
#> 2319 b_cyl -2.242856958 2.015609e-01
#> 2320 b_cyl -2.239387536 2.048203e-01
#> 2321 b_cyl -2.235918115 2.081191e-01
#> 2322 b_cyl -2.232448693 2.114574e-01
#> 2323 b_cyl -2.228979272 2.148354e-01
#> 2324 b_cyl -2.225509851 2.182531e-01
#> 2325 b_cyl -2.222040429 2.217130e-01
#> 2326 b_cyl -2.218571008 2.252201e-01
#> 2327 b_cyl -2.215101586 2.287673e-01
#> 2328 b_cyl -2.211632165 2.323548e-01
#> 2329 b_cyl -2.208162744 2.359826e-01
#> 2330 b_cyl -2.204693322 2.396508e-01
#> 2331 b_cyl -2.201223901 2.433600e-01
#> 2332 b_cyl -2.197754479 2.471193e-01
#> 2333 b_cyl -2.194285058 2.509195e-01
#> 2334 b_cyl -2.190815637 2.547607e-01
#> 2335 b_cyl -2.187346215 2.586430e-01
#> 2336 b_cyl -2.183876794 2.625666e-01
#> 2337 b_cyl -2.180407372 2.665315e-01
#> 2338 b_cyl -2.176937951 2.705460e-01
#> 2339 b_cyl -2.173468530 2.746037e-01
#> 2340 b_cyl -2.169999108 2.787029e-01
#> 2341 b_cyl -2.166529687 2.828436e-01
#> 2342 b_cyl -2.163060265 2.870258e-01
#> 2343 b_cyl -2.159590844 2.912494e-01
#> 2344 b_cyl -2.156121423 2.955205e-01
#> 2345 b_cyl -2.152652001 2.998362e-01
#> 2346 b_cyl -2.149182580 3.041927e-01
#> 2347 b_cyl -2.145713158 3.085897e-01
#> 2348 b_cyl -2.142243737 3.130267e-01
#> 2349 b_cyl -2.138774316 3.175033e-01
#> 2350 b_cyl -2.135304894 3.220229e-01
#> 2351 b_cyl -2.131835473 3.265860e-01
#> 2352 b_cyl -2.128366051 3.311863e-01
#> 2353 b_cyl -2.124896630 3.358232e-01
#> 2354 b_cyl -2.121427209 3.404956e-01
#> 2355 b_cyl -2.117957787 3.452026e-01
#> 2356 b_cyl -2.114488366 3.499447e-01
#> 2357 b_cyl -2.111018944 3.547244e-01
#> 2358 b_cyl -2.107549523 3.595342e-01
#> 2359 b_cyl -2.104080102 3.643725e-01
#> 2360 b_cyl -2.100610680 3.692379e-01
#> 2361 b_cyl -2.097141259 3.741285e-01
#> 2362 b_cyl -2.093671837 3.790428e-01
#> 2363 b_cyl -2.090202416 3.839831e-01
#> 2364 b_cyl -2.086732995 3.889419e-01
#> 2365 b_cyl -2.083263573 3.939172e-01
#> 2366 b_cyl -2.079794152 3.989067e-01
#> 2367 b_cyl -2.076324730 4.039082e-01
#> 2368 b_cyl -2.072855309 4.089195e-01
#> 2369 b_cyl -2.069385888 4.139390e-01
#> 2370 b_cyl -2.065916466 4.189622e-01
#> 2371 b_cyl -2.062447045 4.239866e-01
#> 2372 b_cyl -2.058977623 4.290095e-01
#> 2373 b_cyl -2.055508202 4.340285e-01
#> 2374 b_cyl -2.052038781 4.390411e-01
#> 2375 b_cyl -2.048569359 4.440429e-01
#> 2376 b_cyl -2.045099938 4.490308e-01
#> 2377 b_cyl -2.041630516 4.540033e-01
#> 2378 b_cyl -2.038161095 4.589579e-01
#> 2379 b_cyl -2.034691674 4.638923e-01
#> 2380 b_cyl -2.031222252 4.688040e-01
#> 2381 b_cyl -2.027752831 4.736880e-01
#> 2382 b_cyl -2.024283409 4.785400e-01
#> 2383 b_cyl -2.020813988 4.833614e-01
#> 2384 b_cyl -2.017344567 4.881502e-01
#> 2385 b_cyl -2.013875145 4.929044e-01
#> 2386 b_cyl -2.010405724 4.976222e-01
#> 2387 b_cyl -2.006936302 5.023000e-01
#> 2388 b_cyl -2.003466881 5.069297e-01
#> 2389 b_cyl -1.999997460 5.115173e-01
#> 2390 b_cyl -1.996528038 5.160613e-01
#> 2391 b_cyl -1.993058617 5.205606e-01
#> 2392 b_cyl -1.989589195 5.250140e-01
#> 2393 b_cyl -1.986119774 5.294206e-01
#> 2394 b_cyl -1.982650353 5.337679e-01
#> 2395 b_cyl -1.979180931 5.380662e-01
#> 2396 b_cyl -1.975711510 5.423151e-01
#> 2397 b_cyl -1.972242088 5.465142e-01
#> 2398 b_cyl -1.968772667 5.506632e-01
#> 2399 b_cyl -1.965303246 5.547618e-01
#> 2400 b_cyl -1.961833824 5.588005e-01
#> 2401 b_cyl -1.958364403 5.627864e-01
#> 2402 b_cyl -1.954894981 5.667222e-01
#> 2403 b_cyl -1.951425560 5.706083e-01
#> 2404 b_cyl -1.947956139 5.744451e-01
#> 2405 b_cyl -1.944486717 5.782332e-01
#> 2406 b_cyl -1.941017296 5.819666e-01
#> 2407 b_cyl -1.937547874 5.856486e-01
#> 2408 b_cyl -1.934078453 5.892846e-01
#> 2409 b_cyl -1.930609032 5.928759e-01
#> 2410 b_cyl -1.927139610 5.964234e-01
#> 2411 b_cyl -1.923670189 5.999283e-01
#> 2412 b_cyl -1.920200767 6.033885e-01
#> 2413 b_cyl -1.916731346 6.068036e-01
#> 2414 b_cyl -1.913261925 6.101814e-01
#> 2415 b_cyl -1.909792503 6.135234e-01
#> 2416 b_cyl -1.906323082 6.168313e-01
#> 2417 b_cyl -1.902853660 6.201069e-01
#> 2418 b_cyl -1.899384239 6.233508e-01
#> 2419 b_cyl -1.895914818 6.265614e-01
#> 2420 b_cyl -1.892445396 6.297466e-01
#> 2421 b_cyl -1.888975975 6.329086e-01
#> 2422 b_cyl -1.885506553 6.360496e-01
#> 2423 b_cyl -1.882037132 6.391716e-01
#> 2424 b_cyl -1.878567711 6.422769e-01
#> 2425 b_cyl -1.875098289 6.453654e-01
#> 2426 b_cyl -1.871628868 6.484432e-01
#> 2427 b_cyl -1.868159446 6.515127e-01
#> 2428 b_cyl -1.864690025 6.545763e-01
#> 2429 b_cyl -1.861220604 6.576364e-01
#> 2430 b_cyl -1.857751182 6.606953e-01
#> 2431 b_cyl -1.854281761 6.637564e-01
#> 2432 b_cyl -1.850812339 6.668226e-01
#> 2433 b_cyl -1.847342918 6.698961e-01
#> 2434 b_cyl -1.843873497 6.729791e-01
#> 2435 b_cyl -1.840404075 6.760739e-01
#> 2436 b_cyl -1.836934654 6.791827e-01
#> 2437 b_cyl -1.833465232 6.823099e-01
#> 2438 b_cyl -1.829995811 6.854580e-01
#> 2439 b_cyl -1.826526390 6.886270e-01
#> 2440 b_cyl -1.823056968 6.918185e-01
#> 2441 b_cyl -1.819587547 6.950343e-01
#> 2442 b_cyl -1.816118125 6.982757e-01
#> 2443 b_cyl -1.812648704 7.015466e-01
#> 2444 b_cyl -1.809179283 7.048504e-01
#> 2445 b_cyl -1.805709861 7.081838e-01
#> 2446 b_cyl -1.802240440 7.115476e-01
#> 2447 b_cyl -1.798771018 7.149423e-01
#> 2448 b_cyl -1.795301597 7.183684e-01
#> 2449 b_cyl -1.791832176 7.218273e-01
#> 2450 b_cyl -1.788362754 7.253240e-01
#> 2451 b_cyl -1.784893333 7.288520e-01
#> 2452 b_cyl -1.781423911 7.324107e-01
#> 2453 b_cyl -1.777954490 7.359995e-01
#> 2454 b_cyl -1.774485069 7.396176e-01
#> 2455 b_cyl -1.771015647 7.432639e-01
#> 2456 b_cyl -1.767546226 7.469431e-01
#> 2457 b_cyl -1.764076804 7.506474e-01
#> 2458 b_cyl -1.760607383 7.543748e-01
#> 2459 b_cyl -1.757137962 7.581236e-01
#> 2460 b_cyl -1.753668540 7.618919e-01
#> 2461 b_cyl -1.750199119 7.656776e-01
#> 2462 b_cyl -1.746729697 7.694806e-01
#> 2463 b_cyl -1.743260276 7.732959e-01
#> 2464 b_cyl -1.739790855 7.771202e-01
#> 2465 b_cyl -1.736321433 7.809508e-01
#> 2466 b_cyl -1.732852012 7.847852e-01
#> 2467 b_cyl -1.729382590 7.886207e-01
#> 2468 b_cyl -1.725913169 7.924537e-01
#> 2469 b_cyl -1.722443748 7.962804e-01
#> 2470 b_cyl -1.718974326 8.000980e-01
#> 2471 b_cyl -1.715504905 8.039039e-01
#> 2472 b_cyl -1.712035483 8.076952e-01
#> 2473 b_cyl -1.708566062 8.114691e-01
#> 2474 b_cyl -1.705096641 8.152209e-01
#> 2475 b_cyl -1.701627219 8.189451e-01
#> 2476 b_cyl -1.698157798 8.226423e-01
#> 2477 b_cyl -1.694688376 8.263099e-01
#> 2478 b_cyl -1.691218955 8.299456e-01
#> 2479 b_cyl -1.687749534 8.335469e-01
#> 2480 b_cyl -1.684280112 8.371103e-01
#> 2481 b_cyl -1.680810691 8.406261e-01
#> 2482 b_cyl -1.677341269 8.441000e-01
#> 2483 b_cyl -1.673871848 8.475301e-01
#> 2484 b_cyl -1.670402427 8.509146e-01
#> 2485 b_cyl -1.666933005 8.542519e-01
#> 2486 b_cyl -1.663463584 8.575406e-01
#> 2487 b_cyl -1.659994162 8.607675e-01
#> 2488 b_cyl -1.656524741 8.639418e-01
#> 2489 b_cyl -1.653055320 8.670630e-01
#> 2490 b_cyl -1.649585898 8.701302e-01
#> 2491 b_cyl -1.646116477 8.731425e-01
#> 2492 b_cyl -1.642647055 8.760992e-01
#> 2493 b_cyl -1.639177634 8.789895e-01
#> 2494 b_cyl -1.635708213 8.818191e-01
#> 2495 b_cyl -1.632238791 8.845911e-01
#> 2496 b_cyl -1.628769370 8.873051e-01
#> 2497 b_cyl -1.625299948 8.899606e-01
#> 2498 b_cyl -1.621830527 8.925575e-01
#> 2499 b_cyl -1.618361106 8.950879e-01
#> 2500 b_cyl -1.614891684 8.975523e-01
#> 2501 b_cyl -1.611422263 8.999572e-01
#> 2502 b_cyl -1.607952841 9.023022e-01
#> 2503 b_cyl -1.604483420 9.045870e-01
#> 2504 b_cyl -1.601013999 9.068114e-01
#> 2505 b_cyl -1.597544577 9.089701e-01
#> 2506 b_cyl -1.594075156 9.110578e-01
#> 2507 b_cyl -1.590605734 9.130836e-01
#> 2508 b_cyl -1.587136313 9.150469e-01
#> 2509 b_cyl -1.583666892 9.169471e-01
#> 2510 b_cyl -1.580197470 9.187835e-01
#> 2511 b_cyl -1.576728049 9.205534e-01
#> 2512 b_cyl -1.573258627 9.222438e-01
#> 2513 b_cyl -1.569789206 9.238672e-01
#> 2514 b_cyl -1.566319785 9.254224e-01
#> 2515 b_cyl -1.562850363 9.269082e-01
#> 2516 b_cyl -1.559380942 9.283234e-01
#> 2517 b_cyl -1.555911520 9.296665e-01
#> 2518 b_cyl -1.552442099 9.309194e-01
#> 2519 b_cyl -1.548972678 9.320950e-01
#> 2520 b_cyl -1.545503256 9.331929e-01
#> 2521 b_cyl -1.542033835 9.342114e-01
#> 2522 b_cyl -1.538564413 9.351489e-01
#> 2523 b_cyl -1.535094992 9.360034e-01
#> 2524 b_cyl -1.531625571 9.367583e-01
#> 2525 b_cyl -1.528156149 9.374199e-01
#> 2526 b_cyl -1.524686728 9.379922e-01
#> 2527 b_cyl -1.521217306 9.384733e-01
#> 2528 b_cyl -1.517747885 9.388615e-01
#> 2529 b_cyl -1.514278464 9.391551e-01
#> 2530 b_cyl -1.510809042 9.393404e-01
#> 2531 b_cyl -1.507339621 9.394160e-01
#> 2532 b_cyl -1.503870200 9.393916e-01
#> 2533 b_cyl -1.500400778 9.392661e-01
#> 2534 b_cyl -1.496931357 9.390382e-01
#> 2535 b_cyl -1.493461935 9.387071e-01
#> 2536 b_cyl -1.489992514 9.382639e-01
#> 2537 b_cyl -1.486523093 9.376988e-01
#> 2538 b_cyl -1.483053671 9.370282e-01
#> 2539 b_cyl -1.479584250 9.362522e-01
#> 2540 b_cyl -1.476114828 9.353707e-01
#> 2541 b_cyl -1.472645407 9.343840e-01
#> 2542 b_cyl -1.469175986 9.332898e-01
#> 2543 b_cyl -1.465706564 9.320699e-01
#> 2544 b_cyl -1.462237143 9.307475e-01
#> 2545 b_cyl -1.458767721 9.293238e-01
#> 2546 b_cyl -1.455298300 9.278003e-01
#> 2547 b_cyl -1.451828879 9.261787e-01
#> 2548 b_cyl -1.448359457 9.244608e-01
#> 2549 b_cyl -1.444890036 9.226290e-01
#> 2550 b_cyl -1.441420614 9.207046e-01
#> 2551 b_cyl -1.437951193 9.186922e-01
#> 2552 b_cyl -1.434481772 9.165944e-01
#> 2553 b_cyl -1.431012350 9.144142e-01
#> 2554 b_cyl -1.427542929 9.121544e-01
#> 2555 b_cyl -1.424073507 9.098061e-01
#> 2556 b_cyl -1.420604086 9.073811e-01
#> 2557 b_cyl -1.417134665 9.048881e-01
#> 2558 b_cyl -1.413665243 9.023305e-01
#> 2559 b_cyl -1.410195822 8.997117e-01
#> 2560 b_cyl -1.406726400 8.970350e-01
#> 2561 b_cyl -1.403256979 8.942982e-01
#> 2562 b_cyl -1.399787558 8.915062e-01
#> 2563 b_cyl -1.396318136 8.886689e-01
#> 2564 b_cyl -1.392848715 8.857894e-01
#> 2565 b_cyl -1.389379293 8.828713e-01
#> 2566 b_cyl -1.385909872 8.799176e-01
#> 2567 b_cyl -1.382440451 8.769294e-01
#> 2568 b_cyl -1.378971029 8.739084e-01
#> 2569 b_cyl -1.375501608 8.708625e-01
#> 2570 b_cyl -1.372032186 8.677945e-01
#> 2571 b_cyl -1.368562765 8.647068e-01
#> 2572 b_cyl -1.365093344 8.616020e-01
#> 2573 b_cyl -1.361623922 8.584818e-01
#> 2574 b_cyl -1.358154501 8.553468e-01
#> 2575 b_cyl -1.354685079 8.522018e-01
#> 2576 b_cyl -1.351215658 8.490484e-01
#> 2577 b_cyl -1.347746237 8.458880e-01
#> 2578 b_cyl -1.344276815 8.427219e-01
#> 2579 b_cyl -1.340807394 8.395512e-01
#> 2580 b_cyl -1.337337972 8.363762e-01
#> 2581 b_cyl -1.333868551 8.331984e-01
#> 2582 b_cyl -1.330399130 8.300184e-01
#> 2583 b_cyl -1.326929708 8.268364e-01
#> 2584 b_cyl -1.323460287 8.236525e-01
#> 2585 b_cyl -1.319990865 8.204668e-01
#> 2586 b_cyl -1.316521444 8.172786e-01
#> 2587 b_cyl -1.313052023 8.140876e-01
#> 2588 b_cyl -1.309582601 8.108935e-01
#> 2589 b_cyl -1.306113180 8.076955e-01
#> 2590 b_cyl -1.302643758 8.044930e-01
#> 2591 b_cyl -1.299174337 8.012851e-01
#> 2592 b_cyl -1.295704916 7.980699e-01
#> 2593 b_cyl -1.292235494 7.948460e-01
#> 2594 b_cyl -1.288766073 7.916129e-01
#> 2595 b_cyl -1.285296651 7.883694e-01
#> 2596 b_cyl -1.281827230 7.851145e-01
#> 2597 b_cyl -1.278357809 7.818467e-01
#> 2598 b_cyl -1.274888387 7.785637e-01
#> 2599 b_cyl -1.271418966 7.752621e-01
#> 2600 b_cyl -1.267949544 7.719429e-01
#> 2601 b_cyl -1.264480123 7.686048e-01
#> 2602 b_cyl -1.261010702 7.652466e-01
#> 2603 b_cyl -1.257541280 7.618670e-01
#> 2604 b_cyl -1.254071859 7.584641e-01
#> 2605 b_cyl -1.250602437 7.550316e-01
#> 2606 b_cyl -1.247133016 7.515733e-01
#> 2607 b_cyl -1.243663595 7.480880e-01
#> 2608 b_cyl -1.240194173 7.445747e-01
#> 2609 b_cyl -1.236724752 7.410325e-01
#> 2610 b_cyl -1.233255330 7.374603e-01
#> 2611 b_cyl -1.229785909 7.338508e-01
#> 2612 b_cyl -1.226316488 7.302083e-01
#> 2613 b_cyl -1.222847066 7.265333e-01
#> 2614 b_cyl -1.219377645 7.228250e-01
#> 2615 b_cyl -1.215908223 7.190831e-01
#> 2616 b_cyl -1.212438802 7.153072e-01
#> 2617 b_cyl -1.208969381 7.114914e-01
#> 2618 b_cyl -1.205499959 7.076382e-01
#> 2619 b_cyl -1.202030538 7.037504e-01
#> 2620 b_cyl -1.198561116 6.998278e-01
#> 2621 b_cyl -1.195091695 6.958708e-01
#> 2622 b_cyl -1.191622274 6.918794e-01
#> 2623 b_cyl -1.188152852 6.878504e-01
#> 2624 b_cyl -1.184683431 6.837836e-01
#> 2625 b_cyl -1.181214009 6.796842e-01
#> 2626 b_cyl -1.177744588 6.755527e-01
#> 2627 b_cyl -1.174275167 6.713898e-01
#> 2628 b_cyl -1.170805745 6.671963e-01
#> 2629 b_cyl -1.167336324 6.629715e-01
#> 2630 b_cyl -1.163866902 6.587134e-01
#> 2631 b_cyl -1.160397481 6.544283e-01
#> 2632 b_cyl -1.156928060 6.501175e-01
#> 2633 b_cyl -1.153458638 6.457821e-01
#> 2634 b_cyl -1.149989217 6.414236e-01
#> 2635 b_cyl -1.146519795 6.370429e-01
#> 2636 b_cyl -1.143050374 6.326378e-01
#> 2637 b_cyl -1.139580953 6.282146e-01
#> 2638 b_cyl -1.136111531 6.237750e-01
#> 2639 b_cyl -1.132642110 6.193206e-01
#> 2640 b_cyl -1.129172688 6.148530e-01
#> 2641 b_cyl -1.125703267 6.103738e-01
#> 2642 b_cyl -1.122233846 6.058834e-01
#> 2643 b_cyl -1.118764424 6.013856e-01
#> 2644 b_cyl -1.115295003 5.968827e-01
#> 2645 b_cyl -1.111825581 5.923762e-01
#> 2646 b_cyl -1.108356160 5.878682e-01
#> 2647 b_cyl -1.104886739 5.833603e-01
#> 2648 b_cyl -1.101417317 5.788550e-01
#> 2649 b_cyl -1.097947896 5.743549e-01
#> 2650 b_cyl -1.094478474 5.698614e-01
#> 2651 b_cyl -1.091009053 5.653763e-01
#> 2652 b_cyl -1.087539632 5.609015e-01
#> 2653 b_cyl -1.084070210 5.564385e-01
#> 2654 b_cyl -1.080600789 5.519909e-01
#> 2655 b_cyl -1.077131367 5.475614e-01
#> 2656 b_cyl -1.073661946 5.431498e-01
#> 2657 b_cyl -1.070192525 5.387577e-01
#> 2658 b_cyl -1.066723103 5.343866e-01
#> 2659 b_cyl -1.063253682 5.300379e-01
#> 2660 b_cyl -1.059784260 5.257145e-01
#> 2661 b_cyl -1.056314839 5.214214e-01
#> 2662 b_cyl -1.052845418 5.171556e-01
#> 2663 b_cyl -1.049375996 5.129181e-01
#> 2664 b_cyl -1.045906575 5.087101e-01
#> 2665 b_cyl -1.042437153 5.045325e-01
#> 2666 b_cyl -1.038967732 5.003866e-01
#> 2667 b_cyl -1.035498311 4.962806e-01
#> 2668 b_cyl -1.032028889 4.922080e-01
#> 2669 b_cyl -1.028559468 4.881693e-01
#> 2670 b_cyl -1.025090046 4.841652e-01
#> 2671 b_cyl -1.021620625 4.801958e-01
#> 2672 b_cyl -1.018151204 4.762617e-01
#> 2673 b_cyl -1.014681782 4.723701e-01
#> 2674 b_cyl -1.011212361 4.685154e-01
#> 2675 b_cyl -1.007742939 4.646962e-01
#> 2676 b_cyl -1.004273518 4.609124e-01
#> 2677 b_cyl -1.000804097 4.571636e-01
#> 2678 b_cyl -0.997334675 4.534496e-01
#> 2679 b_cyl -0.993865254 4.497750e-01
#> 2680 b_cyl -0.990395832 4.461368e-01
#> 2681 b_cyl -0.986926411 4.425315e-01
#> 2682 b_cyl -0.983456990 4.389581e-01
#> 2683 b_cyl -0.979987568 4.354159e-01
#> 2684 b_cyl -0.976518147 4.319040e-01
#> 2685 b_cyl -0.973048725 4.284241e-01
#> 2686 b_cyl -0.969579304 4.249759e-01
#> 2687 b_cyl -0.966109883 4.215540e-01
#> 2688 b_cyl -0.962640461 4.181574e-01
#> 2689 b_cyl -0.959171040 4.147847e-01
#> 2690 b_cyl -0.955701618 4.114347e-01
#> 2691 b_cyl -0.952232197 4.081071e-01
#> 2692 b_cyl -0.948762776 4.048025e-01
#> 2693 b_cyl -0.945293354 4.015157e-01
#> 2694 b_cyl -0.941823933 3.982451e-01
#> 2695 b_cyl -0.938354511 3.949895e-01
#> 2696 b_cyl -0.934885090 3.917473e-01
#> 2697 b_cyl -0.931415669 3.885171e-01
#> 2698 b_cyl -0.927946247 3.852995e-01
#> 2699 b_cyl -0.924476826 3.820902e-01
#> 2700 b_cyl -0.921007404 3.788878e-01
#> 2701 b_cyl -0.917537983 3.756910e-01
#> 2702 b_cyl -0.914068562 3.724984e-01
#> 2703 b_cyl -0.910599140 3.693087e-01
#> 2704 b_cyl -0.907129719 3.661207e-01
#> 2705 b_cyl -0.903660297 3.629324e-01
#> 2706 b_cyl -0.900190876 3.597427e-01
#> 2707 b_cyl -0.896721455 3.565504e-01
#> 2708 b_cyl -0.893252033 3.533544e-01
#> 2709 b_cyl -0.889782612 3.501538e-01
#> 2710 b_cyl -0.886313190 3.469466e-01
#> 2711 b_cyl -0.882843769 3.437317e-01
#> 2712 b_cyl -0.879374348 3.405090e-01
#> 2713 b_cyl -0.875904926 3.372776e-01
#> 2714 b_cyl -0.872435505 3.340370e-01
#> 2715 b_cyl -0.868966083 3.307863e-01
#> 2716 b_cyl -0.865496662 3.275240e-01
#> 2717 b_cyl -0.862027241 3.242489e-01
#> 2718 b_cyl -0.858557819 3.209619e-01
#> 2719 b_cyl -0.855088398 3.176629e-01
#> 2720 b_cyl -0.851618976 3.143515e-01
#> 2721 b_cyl -0.848149555 3.110275e-01
#> 2722 b_cyl -0.844680134 3.076901e-01
#> 2723 b_cyl -0.841210712 3.043375e-01
#> 2724 b_cyl -0.837741291 3.009721e-01
#> 2725 b_cyl -0.834271869 2.975940e-01
#> 2726 b_cyl -0.830802448 2.942034e-01
#> 2727 b_cyl -0.827333027 2.908006e-01
#> 2728 b_cyl -0.823863605 2.873860e-01
#> 2729 b_cyl -0.820394184 2.839574e-01
#> 2730 b_cyl -0.816924762 2.805182e-01
#> 2731 b_cyl -0.813455341 2.770691e-01
#> 2732 b_cyl -0.809985920 2.736107e-01
#> 2733 b_cyl -0.806516498 2.701440e-01
#> 2734 b_cyl -0.803047077 2.666697e-01
#> 2735 b_cyl -0.799577655 2.631880e-01
#> 2736 b_cyl -0.796108234 2.597012e-01
#> 2737 b_cyl -0.792638813 2.562109e-01
#> 2738 b_cyl -0.789169391 2.527183e-01
#> 2739 b_cyl -0.785699970 2.492248e-01
#> 2740 b_cyl -0.782230548 2.457318e-01
#> 2741 b_cyl -0.778761127 2.422416e-01
#> 2742 b_cyl -0.775291706 2.387563e-01
#> 2743 b_cyl -0.771822284 2.352774e-01
#> 2744 b_cyl -0.768352863 2.318068e-01
#> 2745 b_cyl -0.764883441 2.283462e-01
#> 2746 b_cyl -0.761414020 2.248976e-01
#> 2747 b_cyl -0.757944599 2.214644e-01
#> 2748 b_cyl -0.754475177 2.180504e-01
#> 2749 b_cyl -0.751005756 2.146555e-01
#> 2750 b_cyl -0.747536334 2.112818e-01
#> 2751 b_cyl -0.744066913 2.079314e-01
#> 2752 b_cyl -0.740597492 2.046063e-01
#> 2753 b_cyl -0.737128070 2.013099e-01
#> 2754 b_cyl -0.733658649 1.980494e-01
#> 2755 b_cyl -0.730189227 1.948216e-01
#> 2756 b_cyl -0.726719806 1.916283e-01
#> 2757 b_cyl -0.723250385 1.884715e-01
#> 2758 b_cyl -0.719780963 1.853529e-01
#> 2759 b_cyl -0.716311542 1.822743e-01
#> 2760 b_cyl -0.712842120 1.792477e-01
#> 2761 b_cyl -0.709372699 1.762654e-01
#> 2762 b_cyl -0.705903278 1.733287e-01
#> 2763 b_cyl -0.702433856 1.704388e-01
#> 2764 b_cyl -0.698964435 1.675969e-01
#> 2765 b_cyl -0.695495013 1.648040e-01
#> 2766 b_cyl -0.692025592 1.620705e-01
#> 2767 b_cyl -0.688556171 1.593908e-01
#> 2768 b_cyl -0.685086749 1.567627e-01
#> 2769 b_cyl -0.681617328 1.541866e-01
#> 2770 b_cyl -0.678147906 1.516627e-01
#> 2771 b_cyl -0.674678485 1.491911e-01
#> 2772 b_cyl -0.671209064 1.467789e-01
#> 2773 b_cyl -0.667739642 1.444238e-01
#> 2774 b_cyl -0.664270221 1.421201e-01
#> 2775 b_cyl -0.660800799 1.398672e-01
#> 2776 b_cyl -0.657331378 1.376643e-01
#> 2777 b_cyl -0.653861957 1.355107e-01
#> 2778 b_cyl -0.650392535 1.334094e-01
#> 2779 b_cyl -0.646923114 1.313619e-01
#> 2780 b_cyl -0.643453692 1.293595e-01
#> 2781 b_cyl -0.639984271 1.274009e-01
#> 2782 b_cyl -0.636514850 1.254848e-01
#> 2783 b_cyl -0.633045428 1.236095e-01
#> 2784 b_cyl -0.629576007 1.217751e-01
#> 2785 b_cyl -0.626106585 1.199853e-01
#> 2786 b_cyl -0.622637164 1.182304e-01
#> 2787 b_cyl -0.619167743 1.165090e-01
#> 2788 b_cyl -0.615698321 1.148192e-01
#> 2789 b_cyl -0.612228900 1.131594e-01
#> 2790 b_cyl -0.608759478 1.115279e-01
#> 2791 b_cyl -0.605290057 1.099285e-01
#> 2792 b_cyl -0.601820636 1.083534e-01
#> 2793 b_cyl -0.598351214 1.068006e-01
#> 2794 b_cyl -0.594881793 1.052689e-01
#> 2795 b_cyl -0.591412371 1.037566e-01
#> 2796 b_cyl -0.587942950 1.022625e-01
#> 2797 b_cyl -0.584473529 1.007879e-01
#> 2798 b_cyl -0.581004107 9.932917e-02
#> 2799 b_cyl -0.577534686 9.788434e-02
#> 2800 b_cyl -0.574065264 9.645245e-02
#> 2801 b_cyl -0.570595843 9.503263e-02
#> 2802 b_cyl -0.567126422 9.362412e-02
#> 2803 b_cyl -0.563657000 9.222755e-02
#> 2804 b_cyl -0.560187579 9.084187e-02
#> 2805 b_cyl -0.556718157 8.946561e-02
#> 2806 b_cyl -0.553248736 8.809849e-02
#> 2807 b_cyl -0.549779315 8.674033e-02
#> 2808 b_cyl -0.546309893 8.539103e-02
#> 2809 b_cyl -0.542840472 8.405131e-02
#> 2810 b_cyl -0.539371050 8.272197e-02
#> 2811 b_cyl -0.535901629 8.140188e-02
#> 2812 b_cyl -0.532432208 8.009133e-02
#> 2813 b_cyl -0.528962786 7.879069e-02
#> 2814 b_cyl -0.525493365 7.750036e-02
#> 2815 b_cyl -0.522023943 7.622122e-02
#> 2816 b_cyl -0.518554522 7.495590e-02
#> 2817 b_cyl -0.515085101 7.370281e-02
#> 2818 b_cyl -0.511615679 7.246254e-02
#> 2819 b_cyl -0.508146258 7.123574e-02
#> 2820 b_cyl -0.504676836 7.002304e-02
#> 2821 b_cyl -0.501207415 6.882508e-02
#> 2822 b_cyl -0.497737994 6.764620e-02
#> 2823 b_cyl -0.494268572 6.648395e-02
#> 2824 b_cyl -0.490799151 6.533872e-02
#> 2825 b_cyl -0.487329729 6.421110e-02
#> 2826 b_cyl -0.483860308 6.310164e-02
#> 2827 b_cyl -0.480390887 6.201087e-02
#> 2828 b_cyl -0.476921465 6.094277e-02
#> 2829 b_cyl -0.473452044 5.989570e-02
#> 2830 b_cyl -0.469982622 5.886883e-02
#> 2831 b_cyl -0.466513201 5.786244e-02
#> 2832 b_cyl -0.463043780 5.687677e-02
#> 2833 b_cyl -0.459574358 5.591201e-02
#> 2834 b_cyl -0.456104937 5.497099e-02
#> 2835 b_cyl -0.452635515 5.405337e-02
#> 2836 b_cyl -0.449166094 5.315678e-02
#> 2837 b_cyl -0.445696673 5.228111e-02
#> 2838 b_cyl -0.442227251 5.142617e-02
#> 2839 b_cyl -0.438757830 5.059174e-02
#> 2840 b_cyl -0.435288408 4.977908e-02
#> 2841 b_cyl -0.431818987 4.898924e-02
#> 2842 b_cyl -0.428349566 4.821856e-02
#> 2843 b_cyl -0.424880144 4.746653e-02
#> 2844 b_cyl -0.421410723 4.673259e-02
#> 2845 b_cyl -0.417941301 4.601618e-02
#> 2846 b_cyl -0.414471880 4.531714e-02
#> 2847 b_cyl -0.411002459 4.463739e-02
#> 2848 b_cyl -0.407533037 4.397269e-02
#> 2849 b_cyl -0.404063616 4.332231e-02
#> 2850 b_cyl -0.400594194 4.268546e-02
#> 2851 b_cyl -0.397124773 4.206138e-02
#> 2852 b_cyl -0.393655352 4.144926e-02
#> 2853 b_cyl -0.390185930 4.085048e-02
#> 2854 b_cyl -0.386716509 4.026175e-02
#> 2855 b_cyl -0.383247087 3.968209e-02
#> 2856 b_cyl -0.379777666 3.911070e-02
#> 2857 b_cyl -0.376308245 3.854681e-02
#> 2858 b_cyl -0.372838823 3.798967e-02
#> 2859 b_cyl -0.369369402 3.743939e-02
#> 2860 b_cyl -0.365899980 3.689439e-02
#> 2861 b_cyl -0.362430559 3.635362e-02
#> 2862 b_cyl -0.358961138 3.581646e-02
#> 2863 b_cyl -0.355491716 3.528235e-02
#> 2864 b_cyl -0.352022295 3.475074e-02
#> 2865 b_cyl -0.348552873 3.422128e-02
#> 2866 b_cyl -0.345083452 3.369331e-02
#> 2867 b_cyl -0.341614031 3.316626e-02
#> 2868 b_cyl -0.338144609 3.263980e-02
#> 2869 b_cyl -0.334675188 3.211365e-02
#> 2870 b_cyl -0.331205766 3.158756e-02
#> 2871 b_cyl -0.327736345 3.106134e-02
#> 2872 b_cyl -0.324266924 3.053478e-02
#> 2873 b_cyl -0.320797502 3.000786e-02
#> 2874 b_cyl -0.317328081 2.948056e-02
#> 2875 b_cyl -0.313858659 2.895293e-02
#> 2876 b_cyl -0.310389238 2.842503e-02
#> 2877 b_cyl -0.306919817 2.789698e-02
#> 2878 b_cyl -0.303450395 2.736900e-02
#> 2879 b_cyl -0.299980974 2.684134e-02
#> 2880 b_cyl -0.296511552 2.631425e-02
#> 2881 b_cyl -0.293042131 2.578800e-02
#> 2882 b_cyl -0.289572710 2.526288e-02
#> 2883 b_cyl -0.286103288 2.473920e-02
#> 2884 b_cyl -0.282633867 2.421780e-02
#> 2885 b_cyl -0.279164445 2.369880e-02
#> 2886 b_cyl -0.275695024 2.318253e-02
#> 2887 b_cyl -0.272225603 2.266936e-02
#> 2888 b_cyl -0.268756181 2.215969e-02
#> 2889 b_cyl -0.265286760 2.165389e-02
#> 2890 b_cyl -0.261817338 2.115316e-02
#> 2891 b_cyl -0.258347917 2.065760e-02
#> 2892 b_cyl -0.254878496 2.016728e-02
#> 2893 b_cyl -0.251409074 1.968256e-02
#> 2894 b_cyl -0.247939653 1.920378e-02
#> 2895 b_cyl -0.244470231 1.873127e-02
#> 2896 b_cyl -0.241000810 1.826618e-02
#> 2897 b_cyl -0.237531389 1.780894e-02
#> 2898 b_cyl -0.234061967 1.735903e-02
#> 2899 b_cyl -0.230592546 1.691669e-02
#> 2900 b_cyl -0.227123124 1.648215e-02
#> 2901 b_cyl -0.223653703 1.605560e-02
#> 2902 b_cyl -0.220184282 1.563782e-02
#> 2903 b_cyl -0.216714860 1.522985e-02
#> 2904 b_cyl -0.213245439 1.483043e-02
#> 2905 b_cyl -0.209776017 1.443966e-02
#> 2906 b_cyl -0.206306596 1.405762e-02
#> 2907 b_cyl -0.202837175 1.368437e-02
#> 2908 b_cyl -0.199367753 1.332015e-02
#> 2909 b_cyl -0.195898332 1.296671e-02
#> 2910 b_cyl -0.192428910 1.262213e-02
#> 2911 b_cyl -0.188959489 1.228638e-02
#> 2912 b_cyl -0.185490068 1.195943e-02
#> 2913 b_cyl -0.182020646 1.164122e-02
#> 2914 b_cyl -0.178551225 1.133171e-02
#> 2915 b_cyl -0.175081803 1.103261e-02
#> 2916 b_cyl -0.171612382 1.074221e-02
#> 2917 b_cyl -0.168142961 1.046020e-02
#> 2918 b_cyl -0.164673539 1.018646e-02
#> 2919 b_cyl -0.161204118 9.920889e-03
#> 2920 b_cyl -0.157734696 9.663379e-03
#> 2921 b_cyl -0.154265275 9.415076e-03
#> 2922 b_cyl -0.150795854 9.175114e-03
#> 2923 b_cyl -0.147326432 8.942778e-03
#> 2924 b_cyl -0.143857011 8.717946e-03
#> 2925 b_cyl -0.140387589 8.500496e-03
#> 2926 b_cyl -0.136918168 8.290305e-03
#> 2927 b_cyl -0.133448747 8.088051e-03
#> 2928 b_cyl -0.129979325 7.893618e-03
#> 2929 b_cyl -0.126509904 7.706013e-03
#> 2930 b_cyl -0.123040482 7.525118e-03
#> 2931 b_cyl -0.119571061 7.350820e-03
#> 2932 b_cyl -0.116101640 7.183006e-03
#> 2933 b_cyl -0.112632218 7.021976e-03
#> 2934 b_cyl -0.109162797 6.868233e-03
#> 2935 b_cyl -0.105693375 6.720576e-03
#> 2936 b_cyl -0.102223954 6.578900e-03
#> 2937 b_cyl -0.098754533 6.443096e-03
#> 2938 b_cyl -0.095285111 6.313057e-03
#> 2939 b_cyl -0.091815690 6.188775e-03
#> 2940 b_cyl -0.088346269 6.071222e-03
#> 2941 b_cyl -0.084876847 5.959043e-03
#> 2942 b_cyl -0.081407426 5.852127e-03
#> 2943 b_cyl -0.077938004 5.750360e-03
#> 2944 b_cyl -0.074468583 5.653628e-03
#> 2945 b_cyl -0.070999162 5.561813e-03
#> 2946 b_cyl -0.067529740 5.475748e-03
#> 2947 b_cyl -0.064060319 5.394423e-03
#> 2948 b_cyl -0.060590897 5.317562e-03
#> 2949 b_cyl -0.057121476 5.245031e-03
#> 2950 b_cyl -0.053652055 5.176695e-03
#> 2951 b_cyl -0.050182633 5.112413e-03
#> 2952 b_cyl -0.046713212 5.052626e-03
#> 2953 b_cyl -0.043243790 4.996814e-03
#> 2954 b_cyl -0.039774369 4.944513e-03
#> 2955 b_cyl -0.036304948 4.895566e-03
#> 2956 b_cyl -0.032835526 4.849811e-03
#> 2957 b_cyl -0.029366105 4.807082e-03
#> 2958 b_cyl -0.025896683 4.767501e-03
#> 2959 b_cyl -0.022427262 4.730861e-03
#> 2960 b_cyl -0.018957841 4.696627e-03
#> 2961 b_cyl -0.015488419 4.664619e-03
#> 2962 b_cyl -0.012018998 4.634660e-03
#> 2963 b_cyl -0.008549576 4.606570e-03
#> 2964 b_cyl -0.005080155 4.580257e-03
#> 2965 b_cyl -0.001610734 4.555633e-03
#> 2966 b_cyl 0.001858688 4.532223e-03
#> 2967 b_cyl 0.005328109 4.509848e-03
#> 2968 b_cyl 0.008797531 4.488329e-03
#> 2969 b_cyl 0.012266952 4.467491e-03
#> 2970 b_cyl 0.015736373 4.447163e-03
#> 2971 b_cyl 0.019205795 4.427180e-03
#> 2972 b_cyl 0.022675216 4.407265e-03
#> 2973 b_cyl 0.026144638 4.387259e-03
#> 2974 b_cyl 0.029614059 4.367010e-03
#> 2975 b_cyl 0.033083480 4.346366e-03
#> 2976 b_cyl 0.036552902 4.325187e-03
#> 2977 b_cyl 0.040022323 4.303157e-03
#> 2978 b_cyl 0.043491745 4.280226e-03
#> 2979 b_cyl 0.046961166 4.256303e-03
#> 2980 b_cyl 0.050430587 4.231284e-03
#> 2981 b_cyl 0.053900009 4.205070e-03
#> 2982 b_cyl 0.057369430 4.177572e-03
#> 2983 b_cyl 0.060838852 4.148484e-03
#> 2984 b_cyl 0.064308273 4.117810e-03
#> 2985 b_cyl 0.067777694 4.085618e-03
#> 2986 b_cyl 0.071247116 4.051867e-03
#> 2987 b_cyl 0.074716537 4.016530e-03
#> 2988 b_cyl 0.078185959 3.979587e-03
#> 2989 b_cyl 0.081655380 3.940860e-03
#> 2990 b_cyl 0.085124801 3.900319e-03
#> 2991 b_cyl 0.088594223 3.858203e-03
#> 2992 b_cyl 0.092063644 3.814548e-03
#> 2993 b_cyl 0.095533066 3.769401e-03
#> 2994 b_cyl 0.099002487 3.722816e-03
#> 2995 b_cyl 0.102471908 3.674788e-03
#> 2996 b_cyl 0.105941330 3.625271e-03
#> 2997 b_cyl 0.109410751 3.574607e-03
#> 2998 b_cyl 0.112880173 3.522900e-03
#> 2999 b_cyl 0.116349594 3.470259e-03
#> 3000 b_cyl 0.119819015 3.416802e-03
#> 3001 b_cyl 0.123288437 3.362649e-03
#> 3002 b_cyl 0.126757858 3.307861e-03
#> 3003 b_cyl 0.130227280 3.252736e-03
#> 3004 b_cyl 0.133696701 3.197419e-03
#> 3005 b_cyl 0.137166122 3.142057e-03
#> 3006 b_cyl 0.140635544 3.086799e-03
#> 3007 b_cyl 0.144104965 3.031794e-03
#> 3008 b_cyl 0.147574387 2.977321e-03
#> 3009 b_cyl 0.151043808 2.923513e-03
#> 3010 b_cyl 0.154513229 2.870500e-03
#> 3011 b_cyl 0.157982651 2.818426e-03
#> 3012 b_cyl 0.161452072 2.767429e-03
#> 3013 b_cyl 0.164921494 2.717646e-03
#> 3014 b_cyl 0.168390915 2.669437e-03
#> 3015 b_cyl 0.171860336 2.622888e-03
#> 3016 b_cyl 0.175329758 2.577988e-03
#> 3017 b_cyl 0.178799179 2.534838e-03
#> 3018 b_cyl 0.182268601 2.493531e-03
#> 3019 b_cyl 0.185738022 2.454150e-03
#> 3020 b_cyl 0.189207443 2.416982e-03
#> 3021 b_cyl 0.192676865 2.382185e-03
#> 3022 b_cyl 0.196146286 2.349528e-03
#> 3023 b_cyl 0.199615708 2.319042e-03
#> 3024 b_cyl 0.203085129 2.290747e-03
#> 3025 b_cyl 0.206554550 2.264655e-03
#> 3026 b_cyl 0.210023972 2.240881e-03
#> 3027 b_cyl 0.213493393 2.219691e-03
#> 3028 b_cyl 0.216962815 2.200643e-03
#> 3029 b_cyl 0.220432236 2.183695e-03
#> 3030 b_cyl 0.223901657 2.168792e-03
#> 3031 b_cyl 0.227371079 2.155872e-03
#> 3032 b_cyl 0.230840500 2.144872e-03
#> 3033 b_cyl 0.234309922 2.136095e-03
#> 3034 b_cyl 0.237779343 2.128996e-03
#> 3035 b_cyl 0.241248764 2.123472e-03
#> 3036 b_cyl 0.244718186 2.119413e-03
#> 3037 b_cyl 0.248187607 2.116703e-03
#> 3038 b_cyl 0.251657029 2.115222e-03
#> 3039 b_cyl 0.255126450 2.115017e-03
#> 3040 b_cyl 0.258595871 2.115749e-03
#> 3041 b_cyl 0.262065293 2.117236e-03
#> 3042 b_cyl 0.265534714 2.119341e-03
#> 3043 b_cyl 0.269004136 2.121926e-03
#> 3044 b_cyl 0.272473557 2.124853e-03
#> 3045 b_cyl 0.275942978 2.127985e-03
#> 3046 b_cyl 0.279412400 2.131115e-03
#> 3047 b_cyl 0.282881821 2.134096e-03
#> 3048 b_cyl 0.286351243 2.136794e-03
#> 3049 b_cyl 0.289820664 2.139085e-03
#> 3050 b_cyl 0.293290085 2.140842e-03
#> 3051 b_cyl 0.296759507 2.141868e-03
#> 3052 b_cyl 0.300228928 2.141963e-03
#> 3053 b_cyl 0.303698350 2.141118e-03
#> 3054 b_cyl 0.307167771 2.139235e-03
#> 3055 b_cyl 0.310637192 2.136221e-03
#> 3056 b_cyl 0.314106614 2.131989e-03
#> 3057 b_cyl 0.317576035 2.126392e-03
#> 3058 b_cyl 0.321045457 2.119137e-03
#> 3059 b_cyl 0.324514878 2.110412e-03
#> 3060 b_cyl 0.327984299 2.100168e-03
#> 3061 b_cyl 0.331453721 2.088359e-03
#> 3062 b_cyl 0.334923142 2.074950e-03
#> 3063 b_cyl 0.338392564 2.059910e-03
#> 3064 b_cyl 0.341861985 2.042820e-03
#> 3065 b_cyl 0.345331406 2.024062e-03
#> 3066 b_cyl 0.348800828 2.003637e-03
#> 3067 b_cyl 0.352270249 1.981552e-03
#> 3068 b_cyl 0.355739671 1.957820e-03
#> 3069 b_cyl 0.359209092 1.932463e-03
#> 3070 b_cyl 0.362678513 1.905215e-03
#> 3071 b_cyl 0.366147935 1.876352e-03
#> 3072 b_cyl 0.369617356 1.845998e-03
# }