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,
by = NULL,
rvar_col = NULL,
...
)
# S3 method for class 'brmsfit'
estimate_density(
x,
method = "kernel",
precision = 2^10,
extend = FALSE,
extend_scale = 0.1,
bw = "SJ",
effects = "fixed",
component = "conditional",
parameters = 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 fromdatawizard::extract_column_names()(such asexclude) can also be used.- by
Optional character vector. If not
NULLand input is a data frame, density estimation is performed for each group (subsets) indicated byby. See examples.- rvar_col
A single character - the name of an
rvarcolumn in the data frame to be processed. See example inp_direction().- effects
Should results for fixed effects (
"fixed", the default), random effects ("random") or both ("all") be returned? Only applies to mixed models. May be abbreviated.- component
Which type of parameters to return, such as parameters for the conditional model, the zero-inflated part of the model, the dispersion term, etc. See details in section Model Components. May be abbreviated. Note that the conditional component also refers to the count or mean component - names may differ, depending on the modeling package. There are three convenient shortcuts (not applicable to all model classes):
component = "all"returns all possible parameters.If
component = "location", location parameters such asconditional,zero_inflated,smooth_terms, orinstrumentsare returned (everything that are fixed or random effects - depending on theeffectsargument - but no auxiliary parameters).For
component = "distributional"(or"auxiliary"), components likesigma,dispersion,betaorprecision(and other auxiliary parameters) are returned.
- parameters
Regular expression pattern that describes the parameters that should be returned. Meta-parameters (like
lp__orprior_) are filtered by default, so only parameters that typically appear in thesummary()are returned. Useparametersto select specific parameters for the output.
Note
There is also a plot()-method implemented in the see-package.
Model components
Possible values for the component argument depend on the model class.
Following are valid options:
"all": returns all model components, applies to all models, but will only have an effect for models with more than just the conditional model component."conditional": only returns the conditional component, i.e. "fixed effects" terms from the model. Will only have an effect for models with more than just the conditional model component."smooth_terms": returns smooth terms, only applies to GAMs (or similar models that may contain smooth terms)."zero_inflated"(or"zi"): returns the zero-inflation component."location": returns location parameters such asconditional,zero_inflated, orsmooth_terms(everything that are fixed or random effects - depending on theeffectsargument - but no auxiliary parameters)."distributional"(or"auxiliary"): components likesigma,dispersion,betaorprecision(and other auxiliary parameters) are returned.
For models of class brmsfit (package brms), even more options are
possible for the component argument, which are not all documented in detail
here. See also ?insight::find_parameters.
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 0.09643086
#> 2 Sepal.Length 4.303519 0.09759152
#> 3 Sepal.Length 4.307038 0.09875679
#> 4 Sepal.Length 4.310557 0.09993469
#> 5 Sepal.Length 4.314076 0.10111692
#> 6 Sepal.Length 4.317595 0.10230788
head(estimate_density(iris, select = "Sepal.Width"))
#> Parameter x y
#> 1 Sepal.Width 2.000000 0.04647877
#> 2 Sepal.Width 2.002346 0.04729167
#> 3 Sepal.Width 2.004692 0.04811925
#> 4 Sepal.Width 2.007038 0.04895638
#> 5 Sepal.Width 2.009384 0.04980346
#> 6 Sepal.Width 2.011730 0.05066768
# Grouped data
head(estimate_density(iris, by = "Species"))
#> Parameter x y Species
#> 1 Sepal.Length 4.300000 0.2354858 setosa
#> 2 Sepal.Length 4.301466 0.2374750 setosa
#> 3 Sepal.Length 4.302933 0.2394634 setosa
#> 4 Sepal.Length 4.304399 0.2414506 setosa
#> 5 Sepal.Length 4.305865 0.2434373 setosa
#> 6 Sepal.Length 4.307331 0.2454216 setosa
head(estimate_density(iris$Petal.Width, by = iris$Species))
#> x y Group
#> 1 0.1000000 9.011849 setosa
#> 2 0.1004888 8.955321 setosa
#> 3 0.1009775 8.792006 setosa
#> 4 0.1014663 8.527789 setosa
#> 5 0.1019550 8.171922 setosa
#> 6 0.1024438 7.736494 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 0.002028542
#> 2 (Intercept) 24.22067 0.002051099
#> 3 (Intercept) 24.24892 0.002073742
#> 4 (Intercept) 24.27717 0.002096471
#> 5 (Intercept) 24.30542 0.002119371
#> 6 (Intercept) 24.33367 0.002142358
library(emmeans)
head(estimate_density(emtrends(model, ~1, "wt", data = mtcars)))
#> X1 x y
#> 1 overall -7.810281 0.01753665
#> 2 overall -7.806283 0.01762645
#> 3 overall -7.802285 0.01771463
#> 4 overall -7.798287 0.01780030
#> 5 overall -7.794289 0.01788463
#> 6 overall -7.790292 0.01796733
# 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 1e-05 seconds
#> Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
#> Chain 1: Adjust your expectations accordingly!
#> Chain 1:
#> Chain 1:
#> Chain 1: Iteration: 1 / 2000 [ 0%] (Warmup)
#> Chain 1: Iteration: 200 / 2000 [ 10%] (Warmup)
#> Chain 1: Iteration: 400 / 2000 [ 20%] (Warmup)
#> Chain 1: Iteration: 600 / 2000 [ 30%] (Warmup)
#> Chain 1: Iteration: 800 / 2000 [ 40%] (Warmup)
#> Chain 1: Iteration: 1000 / 2000 [ 50%] (Warmup)
#> Chain 1: Iteration: 1001 / 2000 [ 50%] (Sampling)
#> Chain 1: Iteration: 1200 / 2000 [ 60%] (Sampling)
#> Chain 1: Iteration: 1400 / 2000 [ 70%] (Sampling)
#> Chain 1: Iteration: 1600 / 2000 [ 80%] (Sampling)
#> Chain 1: Iteration: 1800 / 2000 [ 90%] (Sampling)
#> Chain 1: Iteration: 2000 / 2000 [100%] (Sampling)
#> Chain 1:
#> Chain 1: Elapsed Time: 0.019 seconds (Warm-up)
#> Chain 1: 0.014 seconds (Sampling)
#> Chain 1: 0.033 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:
#> Chain 2: Iteration: 1 / 2000 [ 0%] (Warmup)
#> Chain 2: Iteration: 200 / 2000 [ 10%] (Warmup)
#> Chain 2: Iteration: 400 / 2000 [ 20%] (Warmup)
#> Chain 2: Iteration: 600 / 2000 [ 30%] (Warmup)
#> Chain 2: Iteration: 800 / 2000 [ 40%] (Warmup)
#> Chain 2: Iteration: 1000 / 2000 [ 50%] (Warmup)
#> Chain 2: Iteration: 1001 / 2000 [ 50%] (Sampling)
#> Chain 2: Iteration: 1200 / 2000 [ 60%] (Sampling)
#> Chain 2: Iteration: 1400 / 2000 [ 70%] (Sampling)
#> Chain 2: Iteration: 1600 / 2000 [ 80%] (Sampling)
#> Chain 2: Iteration: 1800 / 2000 [ 90%] (Sampling)
#> Chain 2: Iteration: 2000 / 2000 [100%] (Sampling)
#> Chain 2:
#> Chain 2: Elapsed Time: 0.019 seconds (Warm-up)
#> Chain 2: 0.014 seconds (Sampling)
#> Chain 2: 0.033 seconds (Total)
#> Chain 2:
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 3).
#> Chain 3:
#> Chain 3: Gradient evaluation took 3e-06 seconds
#> Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.03 seconds.
#> Chain 3: Adjust your expectations accordingly!
#> Chain 3:
#> Chain 3:
#> Chain 3: Iteration: 1 / 2000 [ 0%] (Warmup)
#> Chain 3: Iteration: 200 / 2000 [ 10%] (Warmup)
#> Chain 3: Iteration: 400 / 2000 [ 20%] (Warmup)
#> Chain 3: Iteration: 600 / 2000 [ 30%] (Warmup)
#> Chain 3: Iteration: 800 / 2000 [ 40%] (Warmup)
#> Chain 3: Iteration: 1000 / 2000 [ 50%] (Warmup)
#> Chain 3: Iteration: 1001 / 2000 [ 50%] (Sampling)
#> Chain 3: Iteration: 1200 / 2000 [ 60%] (Sampling)
#> Chain 3: Iteration: 1400 / 2000 [ 70%] (Sampling)
#> Chain 3: Iteration: 1600 / 2000 [ 80%] (Sampling)
#> Chain 3: Iteration: 1800 / 2000 [ 90%] (Sampling)
#> Chain 3: Iteration: 2000 / 2000 [100%] (Sampling)
#> Chain 3:
#> Chain 3: Elapsed Time: 0.02 seconds (Warm-up)
#> Chain 3: 0.017 seconds (Sampling)
#> Chain 3: 0.037 seconds (Total)
#> Chain 3:
#>
#> SAMPLING FOR MODEL 'anon_model' NOW (CHAIN 4).
#> Chain 4:
#> Chain 4: Gradient evaluation took 3e-06 seconds
#> Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.03 seconds.
#> Chain 4: Adjust your expectations accordingly!
#> Chain 4:
#> Chain 4:
#> Chain 4: Iteration: 1 / 2000 [ 0%] (Warmup)
#> Chain 4: Iteration: 200 / 2000 [ 10%] (Warmup)
#> Chain 4: Iteration: 400 / 2000 [ 20%] (Warmup)
#> Chain 4: Iteration: 600 / 2000 [ 30%] (Warmup)
#> Chain 4: Iteration: 800 / 2000 [ 40%] (Warmup)
#> Chain 4: Iteration: 1000 / 2000 [ 50%] (Warmup)
#> Chain 4: Iteration: 1001 / 2000 [ 50%] (Sampling)
#> Chain 4: Iteration: 1200 / 2000 [ 60%] (Sampling)
#> Chain 4: Iteration: 1400 / 2000 [ 70%] (Sampling)
#> Chain 4: Iteration: 1600 / 2000 [ 80%] (Sampling)
#> Chain 4: Iteration: 1800 / 2000 [ 90%] (Sampling)
#> Chain 4: Iteration: 2000 / 2000 [100%] (Sampling)
#> Chain 4:
#> Chain 4: Elapsed Time: 0.02 seconds (Warm-up)
#> Chain 4: 0.017 seconds (Sampling)
#> Chain 4: 0.037 seconds (Total)
#> Chain 4:
estimate_density(model)
#> Parameter x y
#> 1 b_Intercept 31.677511642 2.750315e-04
#> 2 b_Intercept 31.692604903 2.747610e-04
#> 3 b_Intercept 31.707698163 2.740329e-04
#> 4 b_Intercept 31.722791424 2.728507e-04
#> 5 b_Intercept 31.737884685 2.712198e-04
#> 6 b_Intercept 31.752977946 2.691474e-04
#> 7 b_Intercept 31.768071206 2.666050e-04
#> 8 b_Intercept 31.783164467 2.635872e-04
#> 9 b_Intercept 31.798257728 2.601691e-04
#> 10 b_Intercept 31.813350988 2.563662e-04
#> 11 b_Intercept 31.828444249 2.521953e-04
#> 12 b_Intercept 31.843537510 2.476744e-04
#> 13 b_Intercept 31.858630770 2.428182e-04
#> 14 b_Intercept 31.873724031 2.375927e-04
#> 15 b_Intercept 31.888817292 2.320916e-04
#> 16 b_Intercept 31.903910552 2.263376e-04
#> 17 b_Intercept 31.919003813 2.203543e-04
#> 18 b_Intercept 31.934097074 2.141651e-04
#> 19 b_Intercept 31.949190334 2.077943e-04
#> 20 b_Intercept 31.964283595 2.012455e-04
#> 21 b_Intercept 31.979376856 1.945691e-04
#> 22 b_Intercept 31.994470116 1.877983e-04
#> 23 b_Intercept 32.009563377 1.809569e-04
#> 24 b_Intercept 32.024656638 1.740682e-04
#> 25 b_Intercept 32.039749899 1.671553e-04
#> 26 b_Intercept 32.054843159 1.602432e-04
#> 27 b_Intercept 32.069936420 1.533636e-04
#> 28 b_Intercept 32.085029681 1.465364e-04
#> 29 b_Intercept 32.100122941 1.397808e-04
#> 30 b_Intercept 32.115216202 1.331152e-04
#> 31 b_Intercept 32.130309463 1.265571e-04
#> 32 b_Intercept 32.145402723 1.201261e-04
#> 33 b_Intercept 32.160495984 1.138693e-04
#> 34 b_Intercept 32.175589245 1.077739e-04
#> 35 b_Intercept 32.190682505 1.018525e-04
#> 36 b_Intercept 32.205775766 9.611626e-05
#> 37 b_Intercept 32.220869027 9.057580e-05
#> 38 b_Intercept 32.235962287 8.524068e-05
#> 39 b_Intercept 32.251055548 8.015963e-05
#> 40 b_Intercept 32.266148809 7.531581e-05
#> 41 b_Intercept 32.281242069 7.070384e-05
#> 42 b_Intercept 32.296335330 6.632925e-05
#> 43 b_Intercept 32.311428591 6.219697e-05
#> 44 b_Intercept 32.326521851 5.831140e-05
#> 45 b_Intercept 32.341615112 5.470275e-05
#> 46 b_Intercept 32.356708373 5.138225e-05
#> 47 b_Intercept 32.371801634 4.832055e-05
#> 48 b_Intercept 32.386894894 4.552042e-05
#> 49 b_Intercept 32.401988155 4.298453e-05
#> 50 b_Intercept 32.417081416 4.071555e-05
#> 51 b_Intercept 32.432174676 3.872390e-05
#> 52 b_Intercept 32.447267937 3.706140e-05
#> 53 b_Intercept 32.462361198 3.567666e-05
#> 54 b_Intercept 32.477454458 3.457348e-05
#> 55 b_Intercept 32.492547719 3.375609e-05
#> 56 b_Intercept 32.507640980 3.322920e-05
#> 57 b_Intercept 32.522734240 3.299803e-05
#> 58 b_Intercept 32.537827501 3.312604e-05
#> 59 b_Intercept 32.552920762 3.358088e-05
#> 60 b_Intercept 32.568014022 3.435644e-05
#> 61 b_Intercept 32.583107283 3.546153e-05
#> 62 b_Intercept 32.598200544 3.690572e-05
#> 63 b_Intercept 32.613293804 3.869939e-05
#> 64 b_Intercept 32.628387065 4.089532e-05
#> 65 b_Intercept 32.643480326 4.351605e-05
#> 66 b_Intercept 32.658573587 4.653145e-05
#> 67 b_Intercept 32.673666847 4.995626e-05
#> 68 b_Intercept 32.688760108 5.380601e-05
#> 69 b_Intercept 32.703853369 5.809703e-05
#> 70 b_Intercept 32.718946629 6.286326e-05
#> 71 b_Intercept 32.734039890 6.820712e-05
#> 72 b_Intercept 32.749133151 7.405780e-05
#> 73 b_Intercept 32.764226411 8.043528e-05
#> 74 b_Intercept 32.779319672 8.736004e-05
#> 75 b_Intercept 32.794412933 9.485309e-05
#> 76 b_Intercept 32.809506193 1.029358e-04
#> 77 b_Intercept 32.824599454 1.117538e-04
#> 78 b_Intercept 32.839692715 1.212438e-04
#> 79 b_Intercept 32.854785975 1.314036e-04
#> 80 b_Intercept 32.869879236 1.422560e-04
#> 81 b_Intercept 32.884972497 1.538237e-04
#> 82 b_Intercept 32.900065757 1.661291e-04
#> 83 b_Intercept 32.915159018 1.792873e-04
#> 84 b_Intercept 32.930252279 1.933288e-04
#> 85 b_Intercept 32.945345539 2.081875e-04
#> 86 b_Intercept 32.960438800 2.238846e-04
#> 87 b_Intercept 32.975532061 2.404404e-04
#> 88 b_Intercept 32.990625322 2.578750e-04
#> 89 b_Intercept 33.005718582 2.762463e-04
#> 90 b_Intercept 33.020811843 2.957153e-04
#> 91 b_Intercept 33.035905104 3.161285e-04
#> 92 b_Intercept 33.050998364 3.375019e-04
#> 93 b_Intercept 33.066091625 3.598505e-04
#> 94 b_Intercept 33.081184886 3.831885e-04
#> 95 b_Intercept 33.096278146 4.075289e-04
#> 96 b_Intercept 33.111371407 4.330883e-04
#> 97 b_Intercept 33.126464668 4.597125e-04
#> 98 b_Intercept 33.141557928 4.873768e-04
#> 99 b_Intercept 33.156651189 5.160887e-04
#> 100 b_Intercept 33.171744450 5.458550e-04
#> 101 b_Intercept 33.186837710 5.766811e-04
#> 102 b_Intercept 33.201930971 6.087035e-04
#> 103 b_Intercept 33.217024232 6.419097e-04
#> 104 b_Intercept 33.232117492 6.761860e-04
#> 105 b_Intercept 33.247210753 7.115323e-04
#> 106 b_Intercept 33.262304014 7.479478e-04
#> 107 b_Intercept 33.277397275 7.854306e-04
#> 108 b_Intercept 33.292490535 8.240289e-04
#> 109 b_Intercept 33.307583796 8.638791e-04
#> 110 b_Intercept 33.322677057 9.047803e-04
#> 111 b_Intercept 33.337770317 9.467256e-04
#> 112 b_Intercept 33.352863578 9.897067e-04
#> 113 b_Intercept 33.367956839 1.033715e-03
#> 114 b_Intercept 33.383050099 1.078740e-03
#> 115 b_Intercept 33.398143360 1.124972e-03
#> 116 b_Intercept 33.413236621 1.172216e-03
#> 117 b_Intercept 33.428329881 1.220431e-03
#> 118 b_Intercept 33.443423142 1.269600e-03
#> 119 b_Intercept 33.458516403 1.319708e-03
#> 120 b_Intercept 33.473609663 1.370737e-03
#> 121 b_Intercept 33.488702924 1.422780e-03
#> 122 b_Intercept 33.503796185 1.475782e-03
#> 123 b_Intercept 33.518889445 1.529629e-03
#> 124 b_Intercept 33.533982706 1.584296e-03
#> 125 b_Intercept 33.549075967 1.639758e-03
#> 126 b_Intercept 33.564169228 1.695987e-03
#> 127 b_Intercept 33.579262488 1.752994e-03
#> 128 b_Intercept 33.594355749 1.810821e-03
#> 129 b_Intercept 33.609449010 1.869305e-03
#> 130 b_Intercept 33.624542270 1.928412e-03
#> 131 b_Intercept 33.639635531 1.988108e-03
#> 132 b_Intercept 33.654728792 2.048355e-03
#> 133 b_Intercept 33.669822052 2.109115e-03
#> 134 b_Intercept 33.684915313 2.170437e-03
#> 135 b_Intercept 33.700008574 2.232178e-03
#> 136 b_Intercept 33.715101834 2.294287e-03
#> 137 b_Intercept 33.730195095 2.356721e-03
#> 138 b_Intercept 33.745288356 2.419439e-03
#> 139 b_Intercept 33.760381616 2.482397e-03
#> 140 b_Intercept 33.775474877 2.545570e-03
#> 141 b_Intercept 33.790568138 2.608890e-03
#> 142 b_Intercept 33.805661398 2.672296e-03
#> 143 b_Intercept 33.820754659 2.735747e-03
#> 144 b_Intercept 33.835847920 2.799202e-03
#> 145 b_Intercept 33.850941180 2.862624e-03
#> 146 b_Intercept 33.866034441 2.925967e-03
#> 147 b_Intercept 33.881127702 2.989169e-03
#> 148 b_Intercept 33.896220963 3.052212e-03
#> 149 b_Intercept 33.911314223 3.115067e-03
#> 150 b_Intercept 33.926407484 3.177709e-03
#> 151 b_Intercept 33.941500745 3.240114e-03
#> 152 b_Intercept 33.956594005 3.302262e-03
#> 153 b_Intercept 33.971687266 3.364072e-03
#> 154 b_Intercept 33.986780527 3.425588e-03
#> 155 b_Intercept 34.001873787 3.486807e-03
#> 156 b_Intercept 34.016967048 3.547730e-03
#> 157 b_Intercept 34.032060309 3.608357e-03
#> 158 b_Intercept 34.047153569 3.668696e-03
#> 159 b_Intercept 34.062246830 3.728721e-03
#> 160 b_Intercept 34.077340091 3.788472e-03
#> 161 b_Intercept 34.092433351 3.847997e-03
#> 162 b_Intercept 34.107526612 3.907324e-03
#> 163 b_Intercept 34.122619873 3.966483e-03
#> 164 b_Intercept 34.137713133 4.025511e-03
#> 165 b_Intercept 34.152806394 4.084443e-03
#> 166 b_Intercept 34.167899655 4.143338e-03
#> 167 b_Intercept 34.182992916 4.202260e-03
#> 168 b_Intercept 34.198086176 4.261261e-03
#> 169 b_Intercept 34.213179437 4.320396e-03
#> 170 b_Intercept 34.228272698 4.379720e-03
#> 171 b_Intercept 34.243365958 4.439295e-03
#> 172 b_Intercept 34.258459219 4.499272e-03
#> 173 b_Intercept 34.273552480 4.559662e-03
#> 174 b_Intercept 34.288645740 4.620529e-03
#> 175 b_Intercept 34.303739001 4.681938e-03
#> 176 b_Intercept 34.318832262 4.743952e-03
#> 177 b_Intercept 34.333925522 4.806639e-03
#> 178 b_Intercept 34.349018783 4.870188e-03
#> 179 b_Intercept 34.364112044 4.934637e-03
#> 180 b_Intercept 34.379205304 4.999988e-03
#> 181 b_Intercept 34.394298565 5.066300e-03
#> 182 b_Intercept 34.409391826 5.133633e-03
#> 183 b_Intercept 34.424485086 5.202044e-03
#> 184 b_Intercept 34.439578347 5.271678e-03
#> 185 b_Intercept 34.454671608 5.342704e-03
#> 186 b_Intercept 34.469764868 5.414991e-03
#> 187 b_Intercept 34.484858129 5.488583e-03
#> 188 b_Intercept 34.499951390 5.563520e-03
#> 189 b_Intercept 34.515044651 5.639842e-03
#> 190 b_Intercept 34.530137911 5.717583e-03
#> 191 b_Intercept 34.545231172 5.797118e-03
#> 192 b_Intercept 34.560324433 5.878145e-03
#> 193 b_Intercept 34.575417693 5.960685e-03
#> 194 b_Intercept 34.590510954 6.044757e-03
#> 195 b_Intercept 34.605604215 6.130376e-03
#> 196 b_Intercept 34.620697475 6.217555e-03
#> 197 b_Intercept 34.635790736 6.306553e-03
#> 198 b_Intercept 34.650883997 6.397246e-03
#> 199 b_Intercept 34.665977257 6.489521e-03
#> 200 b_Intercept 34.681070518 6.583378e-03
#> 201 b_Intercept 34.696163779 6.678818e-03
#> 202 b_Intercept 34.711257039 6.775837e-03
#> 203 b_Intercept 34.726350300 6.874562e-03
#> 204 b_Intercept 34.741443561 6.975093e-03
#> 205 b_Intercept 34.756536821 7.077190e-03
#> 206 b_Intercept 34.771630082 7.180851e-03
#> 207 b_Intercept 34.786723343 7.286073e-03
#> 208 b_Intercept 34.801816604 7.392856e-03
#> 209 b_Intercept 34.816909864 7.501213e-03
#> 210 b_Intercept 34.832003125 7.611488e-03
#> 211 b_Intercept 34.847096386 7.723342e-03
#> 212 b_Intercept 34.862189646 7.836789e-03
#> 213 b_Intercept 34.877282907 7.951845e-03
#> 214 b_Intercept 34.892376168 8.068534e-03
#> 215 b_Intercept 34.907469428 8.186883e-03
#> 216 b_Intercept 34.922562689 8.307209e-03
#> 217 b_Intercept 34.937655950 8.429409e-03
#> 218 b_Intercept 34.952749210 8.553418e-03
#> 219 b_Intercept 34.967842471 8.679294e-03
#> 220 b_Intercept 34.982935732 8.807102e-03
#> 221 b_Intercept 34.998028992 8.936912e-03
#> 222 b_Intercept 35.013122253 9.069000e-03
#> 223 b_Intercept 35.028215514 9.203608e-03
#> 224 b_Intercept 35.043308774 9.340541e-03
#> 225 b_Intercept 35.058402035 9.479906e-03
#> 226 b_Intercept 35.073495296 9.621818e-03
#> 227 b_Intercept 35.088588556 9.766397e-03
#> 228 b_Intercept 35.103681817 9.913813e-03
#> 229 b_Intercept 35.118775078 1.006485e-02
#> 230 b_Intercept 35.133868339 1.021905e-02
#> 231 b_Intercept 35.148961599 1.037655e-02
#> 232 b_Intercept 35.164054860 1.053752e-02
#> 233 b_Intercept 35.179148121 1.070212e-02
#> 234 b_Intercept 35.194241381 1.087049e-02
#> 235 b_Intercept 35.209334642 1.104354e-02
#> 236 b_Intercept 35.224427903 1.122104e-02
#> 237 b_Intercept 35.239521163 1.140293e-02
#> 238 b_Intercept 35.254614424 1.158938e-02
#> 239 b_Intercept 35.269707685 1.178055e-02
#> 240 b_Intercept 35.284800945 1.197662e-02
#> 241 b_Intercept 35.299894206 1.217825e-02
#> 242 b_Intercept 35.314987467 1.238588e-02
#> 243 b_Intercept 35.330080727 1.259898e-02
#> 244 b_Intercept 35.345173988 1.281770e-02
#> 245 b_Intercept 35.360267249 1.304220e-02
#> 246 b_Intercept 35.375360509 1.327260e-02
#> 247 b_Intercept 35.390453770 1.350918e-02
#> 248 b_Intercept 35.405547031 1.375328e-02
#> 249 b_Intercept 35.420640292 1.400375e-02
#> 250 b_Intercept 35.435733552 1.426069e-02
#> 251 b_Intercept 35.450826813 1.452421e-02
#> 252 b_Intercept 35.465920074 1.479440e-02
#> 253 b_Intercept 35.481013334 1.507136e-02
#> 254 b_Intercept 35.496106595 1.535638e-02
#> 255 b_Intercept 35.511199856 1.564873e-02
#> 256 b_Intercept 35.526293116 1.594809e-02
#> 257 b_Intercept 35.541386377 1.625451e-02
#> 258 b_Intercept 35.556479638 1.656803e-02
#> 259 b_Intercept 35.571572898 1.688870e-02
#> 260 b_Intercept 35.586666159 1.721728e-02
#> 261 b_Intercept 35.601759420 1.755399e-02
#> 262 b_Intercept 35.616852680 1.789793e-02
#> 263 b_Intercept 35.631945941 1.824908e-02
#> 264 b_Intercept 35.647039202 1.860746e-02
#> 265 b_Intercept 35.662132462 1.897305e-02
#> 266 b_Intercept 35.677225723 1.934604e-02
#> 267 b_Intercept 35.692318984 1.972766e-02
#> 268 b_Intercept 35.707412244 2.011641e-02
#> 269 b_Intercept 35.722505505 2.051225e-02
#> 270 b_Intercept 35.737598766 2.091514e-02
#> 271 b_Intercept 35.752692027 2.132501e-02
#> 272 b_Intercept 35.767785287 2.174182e-02
#> 273 b_Intercept 35.782878548 2.216673e-02
#> 274 b_Intercept 35.797971809 2.259869e-02
#> 275 b_Intercept 35.813065069 2.303729e-02
#> 276 b_Intercept 35.828158330 2.348243e-02
#> 277 b_Intercept 35.843251591 2.393400e-02
#> 278 b_Intercept 35.858344851 2.439187e-02
#> 279 b_Intercept 35.873438112 2.485657e-02
#> 280 b_Intercept 35.888531373 2.532796e-02
#> 281 b_Intercept 35.903624633 2.580513e-02
#> 282 b_Intercept 35.918717894 2.628790e-02
#> 283 b_Intercept 35.933811155 2.677609e-02
#> 284 b_Intercept 35.948904415 2.726949e-02
#> 285 b_Intercept 35.963997676 2.776808e-02
#> 286 b_Intercept 35.979090937 2.827230e-02
#> 287 b_Intercept 35.994184197 2.878094e-02
#> 288 b_Intercept 36.009277458 2.929374e-02
#> 289 b_Intercept 36.024370719 2.981045e-02
#> 290 b_Intercept 36.039463980 3.033079e-02
#> 291 b_Intercept 36.054557240 3.085448e-02
#> 292 b_Intercept 36.069650501 3.138174e-02
#> 293 b_Intercept 36.084743762 3.191173e-02
#> 294 b_Intercept 36.099837022 3.244402e-02
#> 295 b_Intercept 36.114930283 3.297830e-02
#> 296 b_Intercept 36.130023544 3.351428e-02
#> 297 b_Intercept 36.145116804 3.405166e-02
#> 298 b_Intercept 36.160210065 3.459021e-02
#> 299 b_Intercept 36.175303326 3.512950e-02
#> 300 b_Intercept 36.190396586 3.566915e-02
#> 301 b_Intercept 36.205489847 3.620888e-02
#> 302 b_Intercept 36.220583108 3.674844e-02
#> 303 b_Intercept 36.235676368 3.728758e-02
#> 304 b_Intercept 36.250769629 3.782604e-02
#> 305 b_Intercept 36.265862890 3.836341e-02
#> 306 b_Intercept 36.280956150 3.889965e-02
#> 307 b_Intercept 36.296049411 3.943463e-02
#> 308 b_Intercept 36.311142672 3.996823e-02
#> 309 b_Intercept 36.326235933 4.050037e-02
#> 310 b_Intercept 36.341329193 4.103100e-02
#> 311 b_Intercept 36.356422454 4.155977e-02
#> 312 b_Intercept 36.371515715 4.208699e-02
#> 313 b_Intercept 36.386608975 4.261279e-02
#> 314 b_Intercept 36.401702236 4.313727e-02
#> 315 b_Intercept 36.416795497 4.366059e-02
#> 316 b_Intercept 36.431888757 4.418292e-02
#> 317 b_Intercept 36.446982018 4.470443e-02
#> 318 b_Intercept 36.462075279 4.522553e-02
#> 319 b_Intercept 36.477168539 4.574662e-02
#> 320 b_Intercept 36.492261800 4.626808e-02
#> 321 b_Intercept 36.507355061 4.679028e-02
#> 322 b_Intercept 36.522448321 4.731367e-02
#> 323 b_Intercept 36.537541582 4.783881e-02
#> 324 b_Intercept 36.552634843 4.836669e-02
#> 325 b_Intercept 36.567728103 4.889756e-02
#> 326 b_Intercept 36.582821364 4.943199e-02
#> 327 b_Intercept 36.597914625 4.997057e-02
#> 328 b_Intercept 36.613007885 5.051391e-02
#> 329 b_Intercept 36.628101146 5.106262e-02
#> 330 b_Intercept 36.643194407 5.161881e-02
#> 331 b_Intercept 36.658287668 5.218224e-02
#> 332 b_Intercept 36.673380928 5.275342e-02
#> 333 b_Intercept 36.688474189 5.333302e-02
#> 334 b_Intercept 36.703567450 5.392170e-02
#> 335 b_Intercept 36.718660710 5.452013e-02
#> 336 b_Intercept 36.733753971 5.513044e-02
#> 337 b_Intercept 36.748847232 5.575327e-02
#> 338 b_Intercept 36.763940492 5.638816e-02
#> 339 b_Intercept 36.779033753 5.703572e-02
#> 340 b_Intercept 36.794127014 5.769652e-02
#> 341 b_Intercept 36.809220274 5.837113e-02
#> 342 b_Intercept 36.824313535 5.906091e-02
#> 343 b_Intercept 36.839406796 5.976834e-02
#> 344 b_Intercept 36.854500056 6.049133e-02
#> 345 b_Intercept 36.869593317 6.123028e-02
#> 346 b_Intercept 36.884686578 6.198556e-02
#> 347 b_Intercept 36.899779838 6.275749e-02
#> 348 b_Intercept 36.914873099 6.354635e-02
#> 349 b_Intercept 36.929966360 6.435609e-02
#> 350 b_Intercept 36.945059621 6.518363e-02
#> 351 b_Intercept 36.960152881 6.602876e-02
#> 352 b_Intercept 36.975246142 6.689152e-02
#> 353 b_Intercept 36.990339403 6.777195e-02
#> 354 b_Intercept 37.005432663 6.867003e-02
#> 355 b_Intercept 37.020525924 6.958808e-02
#> 356 b_Intercept 37.035619185 7.052517e-02
#> 357 b_Intercept 37.050712445 7.147945e-02
#> 358 b_Intercept 37.065805706 7.245068e-02
#> 359 b_Intercept 37.080898967 7.343859e-02
#> 360 b_Intercept 37.095992227 7.444286e-02
#> 361 b_Intercept 37.111085488 7.546411e-02
#> 362 b_Intercept 37.126178749 7.650345e-02
#> 363 b_Intercept 37.141272009 7.755772e-02
#> 364 b_Intercept 37.156365270 7.862644e-02
#> 365 b_Intercept 37.171458531 7.970910e-02
#> 366 b_Intercept 37.186551791 8.080518e-02
#> 367 b_Intercept 37.201645052 8.191412e-02
#> 368 b_Intercept 37.216738313 8.303783e-02
#> 369 b_Intercept 37.231831573 8.417301e-02
#> 370 b_Intercept 37.246924834 8.531890e-02
#> 371 b_Intercept 37.262018095 8.647486e-02
#> 372 b_Intercept 37.277111356 8.764026e-02
#> 373 b_Intercept 37.292204616 8.881444e-02
#> 374 b_Intercept 37.307297877 8.999777e-02
#> 375 b_Intercept 37.322391138 9.118891e-02
#> 376 b_Intercept 37.337484398 9.238649e-02
#> 377 b_Intercept 37.352577659 9.358986e-02
#> 378 b_Intercept 37.367670920 9.479839e-02
#> 379 b_Intercept 37.382764180 9.601145e-02
#> 380 b_Intercept 37.397857441 9.722862e-02
#> 381 b_Intercept 37.412950702 9.844935e-02
#> 382 b_Intercept 37.428043962 9.967243e-02
#> 383 b_Intercept 37.443137223 1.008973e-01
#> 384 b_Intercept 37.458230484 1.021234e-01
#> 385 b_Intercept 37.473323744 1.033502e-01
#> 386 b_Intercept 37.488417005 1.045772e-01
#> 387 b_Intercept 37.503510266 1.058036e-01
#> 388 b_Intercept 37.518603526 1.070289e-01
#> 389 b_Intercept 37.533696787 1.082528e-01
#> 390 b_Intercept 37.548790048 1.094747e-01
#> 391 b_Intercept 37.563883309 1.106943e-01
#> 392 b_Intercept 37.578976569 1.119113e-01
#> 393 b_Intercept 37.594069830 1.131247e-01
#> 394 b_Intercept 37.609163091 1.143343e-01
#> 395 b_Intercept 37.624256351 1.155401e-01
#> 396 b_Intercept 37.639349612 1.167418e-01
#> 397 b_Intercept 37.654442873 1.179393e-01
#> 398 b_Intercept 37.669536133 1.191323e-01
#> 399 b_Intercept 37.684629394 1.203201e-01
#> 400 b_Intercept 37.699722655 1.215024e-01
#> 401 b_Intercept 37.714815915 1.226796e-01
#> 402 b_Intercept 37.729909176 1.238516e-01
#> 403 b_Intercept 37.745002437 1.250184e-01
#> 404 b_Intercept 37.760095697 1.261800e-01
#> 405 b_Intercept 37.775188958 1.273363e-01
#> 406 b_Intercept 37.790282219 1.284860e-01
#> 407 b_Intercept 37.805375479 1.296306e-01
#> 408 b_Intercept 37.820468740 1.307699e-01
#> 409 b_Intercept 37.835562001 1.319041e-01
#> 410 b_Intercept 37.850655261 1.330333e-01
#> 411 b_Intercept 37.865748522 1.341576e-01
#> 412 b_Intercept 37.880841783 1.352764e-01
#> 413 b_Intercept 37.895935044 1.363902e-01
#> 414 b_Intercept 37.911028304 1.374997e-01
#> 415 b_Intercept 37.926121565 1.386050e-01
#> 416 b_Intercept 37.941214826 1.397063e-01
#> 417 b_Intercept 37.956308086 1.408037e-01
#> 418 b_Intercept 37.971401347 1.418973e-01
#> 419 b_Intercept 37.986494608 1.429870e-01
#> 420 b_Intercept 38.001587868 1.440736e-01
#> 421 b_Intercept 38.016681129 1.451574e-01
#> 422 b_Intercept 38.031774390 1.462385e-01
#> 423 b_Intercept 38.046867650 1.473171e-01
#> 424 b_Intercept 38.061960911 1.483934e-01
#> 425 b_Intercept 38.077054172 1.494671e-01
#> 426 b_Intercept 38.092147432 1.505390e-01
#> 427 b_Intercept 38.107240693 1.516090e-01
#> 428 b_Intercept 38.122333954 1.526774e-01
#> 429 b_Intercept 38.137427214 1.537443e-01
#> 430 b_Intercept 38.152520475 1.548096e-01
#> 431 b_Intercept 38.167613736 1.558732e-01
#> 432 b_Intercept 38.182706997 1.569351e-01
#> 433 b_Intercept 38.197800257 1.579956e-01
#> 434 b_Intercept 38.212893518 1.590543e-01
#> 435 b_Intercept 38.227986779 1.601114e-01
#> 436 b_Intercept 38.243080039 1.611665e-01
#> 437 b_Intercept 38.258173300 1.622194e-01
#> 438 b_Intercept 38.273266561 1.632696e-01
#> 439 b_Intercept 38.288359821 1.643171e-01
#> 440 b_Intercept 38.303453082 1.653616e-01
#> 441 b_Intercept 38.318546343 1.664028e-01
#> 442 b_Intercept 38.333639603 1.674404e-01
#> 443 b_Intercept 38.348732864 1.684739e-01
#> 444 b_Intercept 38.363826125 1.695020e-01
#> 445 b_Intercept 38.378919385 1.705249e-01
#> 446 b_Intercept 38.394012646 1.715425e-01
#> 447 b_Intercept 38.409105907 1.725540e-01
#> 448 b_Intercept 38.424199167 1.735593e-01
#> 449 b_Intercept 38.439292428 1.745577e-01
#> 450 b_Intercept 38.454385689 1.755475e-01
#> 451 b_Intercept 38.469478949 1.765290e-01
#> 452 b_Intercept 38.484572210 1.775021e-01
#> 453 b_Intercept 38.499665471 1.784665e-01
#> 454 b_Intercept 38.514758732 1.794218e-01
#> 455 b_Intercept 38.529851992 1.803676e-01
#> 456 b_Intercept 38.544945253 1.813027e-01
#> 457 b_Intercept 38.560038514 1.822263e-01
#> 458 b_Intercept 38.575131774 1.831395e-01
#> 459 b_Intercept 38.590225035 1.840421e-01
#> 460 b_Intercept 38.605318296 1.849339e-01
#> 461 b_Intercept 38.620411556 1.858150e-01
#> 462 b_Intercept 38.635504817 1.866850e-01
#> 463 b_Intercept 38.650598078 1.875418e-01
#> 464 b_Intercept 38.665691338 1.883879e-01
#> 465 b_Intercept 38.680784599 1.892234e-01
#> 466 b_Intercept 38.695877860 1.900484e-01
#> 467 b_Intercept 38.710971120 1.908632e-01
#> 468 b_Intercept 38.726064381 1.916680e-01
#> 469 b_Intercept 38.741157642 1.924614e-01
#> 470 b_Intercept 38.756250902 1.932451e-01
#> 471 b_Intercept 38.771344163 1.940201e-01
#> 472 b_Intercept 38.786437424 1.947865e-01
#> 473 b_Intercept 38.801530685 1.955450e-01
#> 474 b_Intercept 38.816623945 1.962959e-01
#> 475 b_Intercept 38.831717206 1.970389e-01
#> 476 b_Intercept 38.846810467 1.977745e-01
#> 477 b_Intercept 38.861903727 1.985040e-01
#> 478 b_Intercept 38.876996988 1.992279e-01
#> 479 b_Intercept 38.892090249 1.999464e-01
#> 480 b_Intercept 38.907183509 2.006601e-01
#> 481 b_Intercept 38.922276770 2.013690e-01
#> 482 b_Intercept 38.937370031 2.020728e-01
#> 483 b_Intercept 38.952463291 2.027726e-01
#> 484 b_Intercept 38.967556552 2.034686e-01
#> 485 b_Intercept 38.982649813 2.041610e-01
#> 486 b_Intercept 38.997743073 2.048497e-01
#> 487 b_Intercept 39.012836334 2.055348e-01
#> 488 b_Intercept 39.027929595 2.062154e-01
#> 489 b_Intercept 39.043022855 2.068920e-01
#> 490 b_Intercept 39.058116116 2.075643e-01
#> 491 b_Intercept 39.073209377 2.082320e-01
#> 492 b_Intercept 39.088302638 2.088948e-01
#> 493 b_Intercept 39.103395898 2.095522e-01
#> 494 b_Intercept 39.118489159 2.102030e-01
#> 495 b_Intercept 39.133582420 2.108461e-01
#> 496 b_Intercept 39.148675680 2.114817e-01
#> 497 b_Intercept 39.163768941 2.121090e-01
#> 498 b_Intercept 39.178862202 2.127271e-01
#> 499 b_Intercept 39.193955462 2.133353e-01
#> 500 b_Intercept 39.209048723 2.139322e-01
#> 501 b_Intercept 39.224141984 2.145145e-01
#> 502 b_Intercept 39.239235244 2.150836e-01
#> 503 b_Intercept 39.254328505 2.156382e-01
#> 504 b_Intercept 39.269421766 2.161776e-01
#> 505 b_Intercept 39.284515026 2.167005e-01
#> 506 b_Intercept 39.299608287 2.172060e-01
#> 507 b_Intercept 39.314701548 2.176892e-01
#> 508 b_Intercept 39.329794808 2.181517e-01
#> 509 b_Intercept 39.344888069 2.185931e-01
#> 510 b_Intercept 39.359981330 2.190125e-01
#> 511 b_Intercept 39.375074590 2.194090e-01
#> 512 b_Intercept 39.390167851 2.197818e-01
#> 513 b_Intercept 39.405261112 2.201269e-01
#> 514 b_Intercept 39.420354373 2.204435e-01
#> 515 b_Intercept 39.435447633 2.207335e-01
#> 516 b_Intercept 39.450540894 2.209965e-01
#> 517 b_Intercept 39.465634155 2.212320e-01
#> 518 b_Intercept 39.480727415 2.214393e-01
#> 519 b_Intercept 39.495820676 2.216171e-01
#> 520 b_Intercept 39.510913937 2.217605e-01
#> 521 b_Intercept 39.526007197 2.218748e-01
#> 522 b_Intercept 39.541100458 2.219601e-01
#> 523 b_Intercept 39.556193719 2.220162e-01
#> 524 b_Intercept 39.571286979 2.220433e-01
#> 525 b_Intercept 39.586380240 2.220415e-01
#> 526 b_Intercept 39.601473501 2.220055e-01
#> 527 b_Intercept 39.616566761 2.219405e-01
#> 528 b_Intercept 39.631660022 2.218480e-01
#> 529 b_Intercept 39.646753283 2.217283e-01
#> 530 b_Intercept 39.661846543 2.215822e-01
#> 531 b_Intercept 39.676939804 2.214103e-01
#> 532 b_Intercept 39.692033065 2.212104e-01
#> 533 b_Intercept 39.707126326 2.209839e-01
#> 534 b_Intercept 39.722219586 2.207344e-01
#> 535 b_Intercept 39.737312847 2.204629e-01
#> 536 b_Intercept 39.752406108 2.201702e-01
#> 537 b_Intercept 39.767499368 2.198573e-01
#> 538 b_Intercept 39.782592629 2.195242e-01
#> 539 b_Intercept 39.797685890 2.191699e-01
#> 540 b_Intercept 39.812779150 2.187990e-01
#> 541 b_Intercept 39.827872411 2.184122e-01
#> 542 b_Intercept 39.842965672 2.180107e-01
#> 543 b_Intercept 39.858058932 2.175952e-01
#> 544 b_Intercept 39.873152193 2.171669e-01
#> 545 b_Intercept 39.888245454 2.167242e-01
#> 546 b_Intercept 39.903338714 2.162705e-01
#> 547 b_Intercept 39.918431975 2.158068e-01
#> 548 b_Intercept 39.933525236 2.153337e-01
#> 549 b_Intercept 39.948618496 2.148521e-01
#> 550 b_Intercept 39.963711757 2.143623e-01
#> 551 b_Intercept 39.978805018 2.138641e-01
#> 552 b_Intercept 39.993898278 2.133584e-01
#> 553 b_Intercept 40.008991539 2.128461e-01
#> 554 b_Intercept 40.024084800 2.123276e-01
#> 555 b_Intercept 40.039178061 2.118031e-01
#> 556 b_Intercept 40.054271321 2.112726e-01
#> 557 b_Intercept 40.069364582 2.107361e-01
#> 558 b_Intercept 40.084457843 2.101926e-01
#> 559 b_Intercept 40.099551103 2.096430e-01
#> 560 b_Intercept 40.114644364 2.090873e-01
#> 561 b_Intercept 40.129737625 2.085251e-01
#> 562 b_Intercept 40.144830885 2.079562e-01
#> 563 b_Intercept 40.159924146 2.073802e-01
#> 564 b_Intercept 40.175017407 2.067950e-01
#> 565 b_Intercept 40.190110667 2.062014e-01
#> 566 b_Intercept 40.205203928 2.055991e-01
#> 567 b_Intercept 40.220297189 2.049877e-01
#> 568 b_Intercept 40.235390449 2.043665e-01
#> 569 b_Intercept 40.250483710 2.037350e-01
#> 570 b_Intercept 40.265576971 2.030911e-01
#> 571 b_Intercept 40.280670231 2.024345e-01
#> 572 b_Intercept 40.295763492 2.017657e-01
#> 573 b_Intercept 40.310856753 2.010841e-01
#> 574 b_Intercept 40.325950014 2.003894e-01
#> 575 b_Intercept 40.341043274 1.996810e-01
#> 576 b_Intercept 40.356136535 1.989576e-01
#> 577 b_Intercept 40.371229796 1.982172e-01
#> 578 b_Intercept 40.386323056 1.974618e-01
#> 579 b_Intercept 40.401416317 1.966912e-01
#> 580 b_Intercept 40.416509578 1.959053e-01
#> 581 b_Intercept 40.431602838 1.951038e-01
#> 582 b_Intercept 40.446696099 1.942869e-01
#> 583 b_Intercept 40.461789360 1.934510e-01
#> 584 b_Intercept 40.476882620 1.925995e-01
#> 585 b_Intercept 40.491975881 1.917329e-01
#> 586 b_Intercept 40.507069142 1.908514e-01
#> 587 b_Intercept 40.522162402 1.899553e-01
#> 588 b_Intercept 40.537255663 1.890450e-01
#> 589 b_Intercept 40.552348924 1.881192e-01
#> 590 b_Intercept 40.567442184 1.871794e-01
#> 591 b_Intercept 40.582535445 1.862273e-01
#> 592 b_Intercept 40.597628706 1.852639e-01
#> 593 b_Intercept 40.612721966 1.842897e-01
#> 594 b_Intercept 40.627815227 1.833056e-01
#> 595 b_Intercept 40.642908488 1.823119e-01
#> 596 b_Intercept 40.658001749 1.813091e-01
#> 597 b_Intercept 40.673095009 1.802996e-01
#> 598 b_Intercept 40.688188270 1.792844e-01
#> 599 b_Intercept 40.703281531 1.782645e-01
#> 600 b_Intercept 40.718374791 1.772410e-01
#> 601 b_Intercept 40.733468052 1.762147e-01
#> 602 b_Intercept 40.748561313 1.751869e-01
#> 603 b_Intercept 40.763654573 1.741590e-01
#> 604 b_Intercept 40.778747834 1.731322e-01
#> 605 b_Intercept 40.793841095 1.721074e-01
#> 606 b_Intercept 40.808934355 1.710856e-01
#> 607 b_Intercept 40.824027616 1.700677e-01
#> 608 b_Intercept 40.839120877 1.690556e-01
#> 609 b_Intercept 40.854214137 1.680501e-01
#> 610 b_Intercept 40.869307398 1.670517e-01
#> 611 b_Intercept 40.884400659 1.660610e-01
#> 612 b_Intercept 40.899493919 1.650788e-01
#> 613 b_Intercept 40.914587180 1.641057e-01
#> 614 b_Intercept 40.929680441 1.631431e-01
#> 615 b_Intercept 40.944773702 1.621924e-01
#> 616 b_Intercept 40.959866962 1.612527e-01
#> 617 b_Intercept 40.974960223 1.603241e-01
#> 618 b_Intercept 40.990053484 1.594069e-01
#> 619 b_Intercept 41.005146744 1.585014e-01
#> 620 b_Intercept 41.020240005 1.576076e-01
#> 621 b_Intercept 41.035333266 1.567284e-01
#> 622 b_Intercept 41.050426526 1.558608e-01
#> 623 b_Intercept 41.065519787 1.550047e-01
#> 624 b_Intercept 41.080613048 1.541600e-01
#> 625 b_Intercept 41.095706308 1.533262e-01
#> 626 b_Intercept 41.110799569 1.525032e-01
#> 627 b_Intercept 41.125892830 1.516919e-01
#> 628 b_Intercept 41.140986090 1.508909e-01
#> 629 b_Intercept 41.156079351 1.500987e-01
#> 630 b_Intercept 41.171172612 1.493149e-01
#> 631 b_Intercept 41.186265872 1.485386e-01
#> 632 b_Intercept 41.201359133 1.477694e-01
#> 633 b_Intercept 41.216452394 1.470067e-01
#> 634 b_Intercept 41.231545654 1.462500e-01
#> 635 b_Intercept 41.246638915 1.454974e-01
#> 636 b_Intercept 41.261732176 1.447482e-01
#> 637 b_Intercept 41.276825437 1.440015e-01
#> 638 b_Intercept 41.291918697 1.432565e-01
#> 639 b_Intercept 41.307011958 1.425123e-01
#> 640 b_Intercept 41.322105219 1.417679e-01
#> 641 b_Intercept 41.337198479 1.410221e-01
#> 642 b_Intercept 41.352291740 1.402742e-01
#> 643 b_Intercept 41.367385001 1.395234e-01
#> 644 b_Intercept 41.382478261 1.387689e-01
#> 645 b_Intercept 41.397571522 1.380101e-01
#> 646 b_Intercept 41.412664783 1.372451e-01
#> 647 b_Intercept 41.427758043 1.364737e-01
#> 648 b_Intercept 41.442851304 1.356956e-01
#> 649 b_Intercept 41.457944565 1.349103e-01
#> 650 b_Intercept 41.473037825 1.341172e-01
#> 651 b_Intercept 41.488131086 1.333159e-01
#> 652 b_Intercept 41.503224347 1.325053e-01
#> 653 b_Intercept 41.518317607 1.316842e-01
#> 654 b_Intercept 41.533410868 1.308538e-01
#> 655 b_Intercept 41.548504129 1.300138e-01
#> 656 b_Intercept 41.563597390 1.291640e-01
#> 657 b_Intercept 41.578690650 1.283044e-01
#> 658 b_Intercept 41.593783911 1.274348e-01
#> 659 b_Intercept 41.608877172 1.265531e-01
#> 660 b_Intercept 41.623970432 1.256616e-01
#> 661 b_Intercept 41.639063693 1.247604e-01
#> 662 b_Intercept 41.654156954 1.238497e-01
#> 663 b_Intercept 41.669250214 1.229297e-01
#> 664 b_Intercept 41.684343475 1.220006e-01
#> 665 b_Intercept 41.699436736 1.210612e-01
#> 666 b_Intercept 41.714529996 1.201130e-01
#> 667 b_Intercept 41.729623257 1.191568e-01
#> 668 b_Intercept 41.744716518 1.181930e-01
#> 669 b_Intercept 41.759809778 1.172219e-01
#> 670 b_Intercept 41.774903039 1.162441e-01
#> 671 b_Intercept 41.789996300 1.152593e-01
#> 672 b_Intercept 41.805089560 1.142679e-01
#> 673 b_Intercept 41.820182821 1.132712e-01
#> 674 b_Intercept 41.835276082 1.122696e-01
#> 675 b_Intercept 41.850369343 1.112636e-01
#> 676 b_Intercept 41.865462603 1.102536e-01
#> 677 b_Intercept 41.880555864 1.092399e-01
#> 678 b_Intercept 41.895649125 1.082226e-01
#> 679 b_Intercept 41.910742385 1.072027e-01
#> 680 b_Intercept 41.925835646 1.061806e-01
#> 681 b_Intercept 41.940928907 1.051568e-01
#> 682 b_Intercept 41.956022167 1.041314e-01
#> 683 b_Intercept 41.971115428 1.031050e-01
#> 684 b_Intercept 41.986208689 1.020778e-01
#> 685 b_Intercept 42.001301949 1.010502e-01
#> 686 b_Intercept 42.016395210 1.000225e-01
#> 687 b_Intercept 42.031488471 9.899513e-02
#> 688 b_Intercept 42.046581731 9.796819e-02
#> 689 b_Intercept 42.061674992 9.694197e-02
#> 690 b_Intercept 42.076768253 9.591680e-02
#> 691 b_Intercept 42.091861513 9.489301e-02
#> 692 b_Intercept 42.106954774 9.387067e-02
#> 693 b_Intercept 42.122048035 9.284994e-02
#> 694 b_Intercept 42.137141295 9.183101e-02
#> 695 b_Intercept 42.152234556 9.081403e-02
#> 696 b_Intercept 42.167327817 8.979924e-02
#> 697 b_Intercept 42.182421078 8.878724e-02
#> 698 b_Intercept 42.197514338 8.777776e-02
#> 699 b_Intercept 42.212607599 8.677095e-02
#> 700 b_Intercept 42.227700860 8.576696e-02
#> 701 b_Intercept 42.242794120 8.476595e-02
#> 702 b_Intercept 42.257887381 8.376806e-02
#> 703 b_Intercept 42.272980642 8.277412e-02
#> 704 b_Intercept 42.288073902 8.178389e-02
#> 705 b_Intercept 42.303167163 8.079738e-02
#> 706 b_Intercept 42.318260424 7.981478e-02
#> 707 b_Intercept 42.333353684 7.883627e-02
#> 708 b_Intercept 42.348446945 7.786202e-02
#> 709 b_Intercept 42.363540206 7.689276e-02
#> 710 b_Intercept 42.378633466 7.592884e-02
#> 711 b_Intercept 42.393726727 7.496991e-02
#> 712 b_Intercept 42.408819988 7.401619e-02
#> 713 b_Intercept 42.423913248 7.306788e-02
#> 714 b_Intercept 42.439006509 7.212521e-02
#> 715 b_Intercept 42.454099770 7.118860e-02
#> 716 b_Intercept 42.469193031 7.025935e-02
#> 717 b_Intercept 42.484286291 6.933652e-02
#> 718 b_Intercept 42.499379552 6.842033e-02
#> 719 b_Intercept 42.514472813 6.751100e-02
#> 720 b_Intercept 42.529566073 6.660874e-02
#> 721 b_Intercept 42.544659334 6.571375e-02
#> 722 b_Intercept 42.559752595 6.482771e-02
#> 723 b_Intercept 42.574845855 6.394978e-02
#> 724 b_Intercept 42.589939116 6.307982e-02
#> 725 b_Intercept 42.605032377 6.221800e-02
#> 726 b_Intercept 42.620125637 6.136449e-02
#> 727 b_Intercept 42.635218898 6.051945e-02
#> 728 b_Intercept 42.650312159 5.968405e-02
#> 729 b_Intercept 42.665405419 5.885848e-02
#> 730 b_Intercept 42.680498680 5.804187e-02
#> 731 b_Intercept 42.695591941 5.723431e-02
#> 732 b_Intercept 42.710685201 5.643591e-02
#> 733 b_Intercept 42.725778462 5.564676e-02
#> 734 b_Intercept 42.740871723 5.486731e-02
#> 735 b_Intercept 42.755964983 5.409907e-02
#> 736 b_Intercept 42.771058244 5.334030e-02
#> 737 b_Intercept 42.786151505 5.259104e-02
#> 738 b_Intercept 42.801244766 5.185134e-02
#> 739 b_Intercept 42.816338026 5.112120e-02
#> 740 b_Intercept 42.831431287 5.040065e-02
#> 741 b_Intercept 42.846524548 4.969158e-02
#> 742 b_Intercept 42.861617808 4.899244e-02
#> 743 b_Intercept 42.876711069 4.830290e-02
#> 744 b_Intercept 42.891804330 4.762292e-02
#> 745 b_Intercept 42.906897590 4.695251e-02
#> 746 b_Intercept 42.921990851 4.629164e-02
#> 747 b_Intercept 42.937084112 4.564144e-02
#> 748 b_Intercept 42.952177372 4.500174e-02
#> 749 b_Intercept 42.967270633 4.437149e-02
#> 750 b_Intercept 42.982363894 4.375063e-02
#> 751 b_Intercept 42.997457154 4.313914e-02
#> 752 b_Intercept 43.012550415 4.253697e-02
#> 753 b_Intercept 43.027643676 4.194452e-02
#> 754 b_Intercept 43.042736936 4.136299e-02
#> 755 b_Intercept 43.057830197 4.079062e-02
#> 756 b_Intercept 43.072923458 4.022736e-02
#> 757 b_Intercept 43.088016719 3.967315e-02
#> 758 b_Intercept 43.103109979 3.912794e-02
#> 759 b_Intercept 43.118203240 3.859165e-02
#> 760 b_Intercept 43.133296501 3.806600e-02
#> 761 b_Intercept 43.148389761 3.754934e-02
#> 762 b_Intercept 43.163483022 3.704132e-02
#> 763 b_Intercept 43.178576283 3.654187e-02
#> 764 b_Intercept 43.193669543 3.605087e-02
#> 765 b_Intercept 43.208762804 3.556822e-02
#> 766 b_Intercept 43.223856065 3.509484e-02
#> 767 b_Intercept 43.238949325 3.463033e-02
#> 768 b_Intercept 43.254042586 3.417369e-02
#> 769 b_Intercept 43.269135847 3.372478e-02
#> 770 b_Intercept 43.284229107 3.328343e-02
#> 771 b_Intercept 43.299322368 3.284945e-02
#> 772 b_Intercept 43.314415629 3.242304e-02
#> 773 b_Intercept 43.329508889 3.200477e-02
#> 774 b_Intercept 43.344602150 3.159315e-02
#> 775 b_Intercept 43.359695411 3.118794e-02
#> 776 b_Intercept 43.374788671 3.078890e-02
#> 777 b_Intercept 43.389881932 3.039577e-02
#> 778 b_Intercept 43.404975193 3.000830e-02
#> 779 b_Intercept 43.420068454 2.962725e-02
#> 780 b_Intercept 43.435161714 2.925124e-02
#> 781 b_Intercept 43.450254975 2.887987e-02
#> 782 b_Intercept 43.465348236 2.851282e-02
#> 783 b_Intercept 43.480441496 2.814981e-02
#> 784 b_Intercept 43.495534757 2.779051e-02
#> 785 b_Intercept 43.510628018 2.743501e-02
#> 786 b_Intercept 43.525721278 2.708275e-02
#> 787 b_Intercept 43.540814539 2.673307e-02
#> 788 b_Intercept 43.555907800 2.638568e-02
#> 789 b_Intercept 43.571001060 2.604027e-02
#> 790 b_Intercept 43.586094321 2.569654e-02
#> 791 b_Intercept 43.601187582 2.535425e-02
#> 792 b_Intercept 43.616280842 2.501313e-02
#> 793 b_Intercept 43.631374103 2.467267e-02
#> 794 b_Intercept 43.646467364 2.433264e-02
#> 795 b_Intercept 43.661560624 2.399278e-02
#> 796 b_Intercept 43.676653885 2.365288e-02
#> 797 b_Intercept 43.691747146 2.331272e-02
#> 798 b_Intercept 43.706840407 2.297196e-02
#> 799 b_Intercept 43.721933667 2.263050e-02
#> 800 b_Intercept 43.737026928 2.228819e-02
#> 801 b_Intercept 43.752120189 2.194494e-02
#> 802 b_Intercept 43.767213449 2.160064e-02
#> 803 b_Intercept 43.782306710 2.125523e-02
#> 804 b_Intercept 43.797399971 2.090849e-02
#> 805 b_Intercept 43.812493231 2.056046e-02
#> 806 b_Intercept 43.827586492 2.021126e-02
#> 807 b_Intercept 43.842679753 1.986094e-02
#> 808 b_Intercept 43.857773013 1.950957e-02
#> 809 b_Intercept 43.872866274 1.915722e-02
#> 810 b_Intercept 43.887959535 1.880396e-02
#> 811 b_Intercept 43.903052795 1.844992e-02
#> 812 b_Intercept 43.918146056 1.809540e-02
#> 813 b_Intercept 43.933239317 1.774059e-02
#> 814 b_Intercept 43.948332577 1.738569e-02
#> 815 b_Intercept 43.963425838 1.703092e-02
#> 816 b_Intercept 43.978519099 1.667652e-02
#> 817 b_Intercept 43.993612360 1.632296e-02
#> 818 b_Intercept 44.008705620 1.597044e-02
#> 819 b_Intercept 44.023798881 1.561925e-02
#> 820 b_Intercept 44.038892142 1.526965e-02
#> 821 b_Intercept 44.053985402 1.492195e-02
#> 822 b_Intercept 44.069078663 1.457643e-02
#> 823 b_Intercept 44.084171924 1.423385e-02
#> 824 b_Intercept 44.099265184 1.389444e-02
#> 825 b_Intercept 44.114358445 1.355829e-02
#> 826 b_Intercept 44.129451706 1.322569e-02
#> 827 b_Intercept 44.144544966 1.289693e-02
#> 828 b_Intercept 44.159638227 1.257229e-02
#> 829 b_Intercept 44.174731488 1.225238e-02
#> 830 b_Intercept 44.189824748 1.193797e-02
#> 831 b_Intercept 44.204918009 1.162858e-02
#> 832 b_Intercept 44.220011270 1.132445e-02
#> 833 b_Intercept 44.235104530 1.102577e-02
#> 834 b_Intercept 44.250197791 1.073274e-02
#> 835 b_Intercept 44.265291052 1.044555e-02
#> 836 b_Intercept 44.280384312 1.016576e-02
#> 837 b_Intercept 44.295477573 9.892174e-03
#> 838 b_Intercept 44.310570834 9.624881e-03
#> 839 b_Intercept 44.325664095 9.363970e-03
#> 840 b_Intercept 44.340757355 9.109505e-03
#> 841 b_Intercept 44.355850616 8.861536e-03
#> 842 b_Intercept 44.370943877 8.621112e-03
#> 843 b_Intercept 44.386037137 8.387710e-03
#> 844 b_Intercept 44.401130398 8.160811e-03
#> 845 b_Intercept 44.416223659 7.940373e-03
#> 846 b_Intercept 44.431316919 7.726340e-03
#> 847 b_Intercept 44.446410180 7.518639e-03
#> 848 b_Intercept 44.461503441 7.317676e-03
#> 849 b_Intercept 44.476596701 7.123723e-03
#> 850 b_Intercept 44.491689962 6.935716e-03
#> 851 b_Intercept 44.506783223 6.753517e-03
#> 852 b_Intercept 44.521876483 6.576978e-03
#> 853 b_Intercept 44.536969744 6.405944e-03
#> 854 b_Intercept 44.552063005 6.240283e-03
#> 855 b_Intercept 44.567156265 6.080890e-03
#> 856 b_Intercept 44.582249526 5.926382e-03
#> 857 b_Intercept 44.597342787 5.776575e-03
#> 858 b_Intercept 44.612436048 5.631283e-03
#> 859 b_Intercept 44.627529308 5.490321e-03
#> 860 b_Intercept 44.642622569 5.353501e-03
#> 861 b_Intercept 44.657715830 5.221234e-03
#> 862 b_Intercept 44.672809090 5.092898e-03
#> 863 b_Intercept 44.687902351 4.968045e-03
#> 864 b_Intercept 44.702995612 4.846500e-03
#> 865 b_Intercept 44.718088872 4.728094e-03
#> 866 b_Intercept 44.733182133 4.612662e-03
#> 867 b_Intercept 44.748275394 4.500274e-03
#> 868 b_Intercept 44.763368654 4.390862e-03
#> 869 b_Intercept 44.778461915 4.283890e-03
#> 870 b_Intercept 44.793555176 4.179225e-03
#> 871 b_Intercept 44.808648436 4.076745e-03
#> 872 b_Intercept 44.823741697 3.976337e-03
#> 873 b_Intercept 44.838834958 3.877915e-03
#> 874 b_Intercept 44.853928218 3.781731e-03
#> 875 b_Intercept 44.869021479 3.687276e-03
#> 876 b_Intercept 44.884114740 3.594476e-03
#> 877 b_Intercept 44.899208000 3.503264e-03
#> 878 b_Intercept 44.914301261 3.413582e-03
#> 879 b_Intercept 44.929394522 3.325379e-03
#> 880 b_Intercept 44.944487783 3.238845e-03
#> 881 b_Intercept 44.959581043 3.153781e-03
#> 882 b_Intercept 44.974674304 3.070077e-03
#> 883 b_Intercept 44.989767565 2.987714e-03
#> 884 b_Intercept 45.004860825 2.906682e-03
#> 885 b_Intercept 45.019954086 2.826973e-03
#> 886 b_Intercept 45.035047347 2.748712e-03
#> 887 b_Intercept 45.050140607 2.671962e-03
#> 888 b_Intercept 45.065233868 2.596555e-03
#> 889 b_Intercept 45.080327129 2.522504e-03
#> 890 b_Intercept 45.095420389 2.449828e-03
#> 891 b_Intercept 45.110513650 2.378547e-03
#> 892 b_Intercept 45.125606911 2.308712e-03
#> 893 b_Intercept 45.140700171 2.240635e-03
#> 894 b_Intercept 45.155793432 2.174045e-03
#> 895 b_Intercept 45.170886693 2.108968e-03
#> 896 b_Intercept 45.185979953 2.045434e-03
#> 897 b_Intercept 45.201073214 1.983472e-03
#> 898 b_Intercept 45.216166475 1.923112e-03
#> 899 b_Intercept 45.231259736 1.864677e-03
#> 900 b_Intercept 45.246352996 1.808007e-03
#> 901 b_Intercept 45.261446257 1.753039e-03
#> 902 b_Intercept 45.276539518 1.699798e-03
#> 903 b_Intercept 45.291632778 1.648307e-03
#> 904 b_Intercept 45.306726039 1.598589e-03
#> 905 b_Intercept 45.321819300 1.550849e-03
#> 906 b_Intercept 45.336912560 1.505163e-03
#> 907 b_Intercept 45.352005821 1.461311e-03
#> 908 b_Intercept 45.367099082 1.419306e-03
#> 909 b_Intercept 45.382192342 1.379155e-03
#> 910 b_Intercept 45.397285603 1.340865e-03
#> 911 b_Intercept 45.412378864 1.304490e-03
#> 912 b_Intercept 45.427472124 1.270361e-03
#> 913 b_Intercept 45.442565385 1.238090e-03
#> 914 b_Intercept 45.457658646 1.207671e-03
#> 915 b_Intercept 45.472751906 1.179091e-03
#> 916 b_Intercept 45.487845167 1.152336e-03
#> 917 b_Intercept 45.502938428 1.127389e-03
#> 918 b_Intercept 45.518031688 1.104550e-03
#> 919 b_Intercept 45.533124949 1.083544e-03
#> 920 b_Intercept 45.548218210 1.064254e-03
#> 921 b_Intercept 45.563311471 1.046649e-03
#> 922 b_Intercept 45.578404731 1.030691e-03
#> 923 b_Intercept 45.593497992 1.016342e-03
#> 924 b_Intercept 45.608591253 1.003722e-03
#> 925 b_Intercept 45.623684513 9.927868e-04
#> 926 b_Intercept 45.638777774 9.832930e-04
#> 927 b_Intercept 45.653871035 9.751872e-04
#> 928 b_Intercept 45.668964295 9.684133e-04
#> 929 b_Intercept 45.684057556 9.629128e-04
#> 930 b_Intercept 45.699150817 9.586621e-04
#> 931 b_Intercept 45.714244077 9.557610e-04
#> 932 b_Intercept 45.729337338 9.539022e-04
#> 933 b_Intercept 45.744430599 9.530162e-04
#> 934 b_Intercept 45.759523859 9.530321e-04
#> 935 b_Intercept 45.774617120 9.538776e-04
#> 936 b_Intercept 45.789710381 9.554791e-04
#> 937 b_Intercept 45.804803641 9.578687e-04
#> 938 b_Intercept 45.819896902 9.608453e-04
#> 939 b_Intercept 45.834990163 9.643046e-04
#> 940 b_Intercept 45.850083424 9.681698e-04
#> 941 b_Intercept 45.865176684 9.723643e-04
#> 942 b_Intercept 45.880269945 9.768116e-04
#> 943 b_Intercept 45.895363206 9.814439e-04
#> 944 b_Intercept 45.910456466 9.861536e-04
#> 945 b_Intercept 45.925549727 9.908492e-04
#> 946 b_Intercept 45.940642988 9.954604e-04
#> 947 b_Intercept 45.955736248 9.999190e-04
#> 948 b_Intercept 45.970829509 1.004159e-03
#> 949 b_Intercept 45.985922770 1.008101e-03
#> 950 b_Intercept 46.001016030 1.011611e-03
#> 951 b_Intercept 46.016109291 1.014690e-03
#> 952 b_Intercept 46.031202552 1.017285e-03
#> 953 b_Intercept 46.046295812 1.019352e-03
#> 954 b_Intercept 46.061389073 1.020848e-03
#> 955 b_Intercept 46.076482334 1.021733e-03
#> 956 b_Intercept 46.091575594 1.021838e-03
#> 957 b_Intercept 46.106668855 1.021233e-03
#> 958 b_Intercept 46.121762116 1.019920e-03
#> 959 b_Intercept 46.136855376 1.017886e-03
#> 960 b_Intercept 46.151948637 1.015118e-03
#> 961 b_Intercept 46.167041898 1.011613e-03
#> 962 b_Intercept 46.182135159 1.007279e-03
#> 963 b_Intercept 46.197228419 1.002137e-03
#> 964 b_Intercept 46.212321680 9.962804e-04
#> 965 b_Intercept 46.227414941 9.897290e-04
#> 966 b_Intercept 46.242508201 9.825055e-04
#> 967 b_Intercept 46.257601462 9.746368e-04
#> 968 b_Intercept 46.272694723 9.661276e-04
#> 969 b_Intercept 46.287787983 9.569492e-04
#> 970 b_Intercept 46.302881244 9.472568e-04
#> 971 b_Intercept 46.317974505 9.370950e-04
#> 972 b_Intercept 46.333067765 9.265107e-04
#> 973 b_Intercept 46.348161026 9.155530e-04
#> 974 b_Intercept 46.363254287 9.042728e-04
#> 975 b_Intercept 46.378347547 8.926850e-04
#> 976 b_Intercept 46.393440808 8.809063e-04
#> 977 b_Intercept 46.408534069 8.689985e-04
#> 978 b_Intercept 46.423627329 8.570156e-04
#> 979 b_Intercept 46.438720590 8.450111e-04
#> 980 b_Intercept 46.453813851 8.330378e-04
#> 981 b_Intercept 46.468907112 8.211670e-04
#> 982 b_Intercept 46.484000372 8.094661e-04
#> 983 b_Intercept 46.499093633 7.979708e-04
#> 984 b_Intercept 46.514186894 7.867233e-04
#> 985 b_Intercept 46.529280154 7.757631e-04
#> 986 b_Intercept 46.544373415 7.651263e-04
#> 987 b_Intercept 46.559466676 7.548669e-04
#> 988 b_Intercept 46.574559936 7.450713e-04
#> 989 b_Intercept 46.589653197 7.356966e-04
#> 990 b_Intercept 46.604746458 7.267591e-04
#> 991 b_Intercept 46.619839718 7.182713e-04
#> 992 b_Intercept 46.634932979 7.102415e-04
#> 993 b_Intercept 46.650026240 7.026738e-04
#> 994 b_Intercept 46.665119500 6.956628e-04
#> 995 b_Intercept 46.680212761 6.891119e-04
#> 996 b_Intercept 46.695306022 6.829982e-04
#> 997 b_Intercept 46.710399282 6.773049e-04
#> 998 b_Intercept 46.725492543 6.720118e-04
#> 999 b_Intercept 46.740585804 6.670952e-04
#> 1000 b_Intercept 46.755679065 6.625690e-04
#> 1001 b_Intercept 46.770772325 6.583749e-04
#> 1002 b_Intercept 46.785865586 6.544444e-04
#> 1003 b_Intercept 46.800958847 6.507399e-04
#> 1004 b_Intercept 46.816052107 6.472224e-04
#> 1005 b_Intercept 46.831145368 6.438514e-04
#> 1006 b_Intercept 46.846238629 6.405879e-04
#> 1007 b_Intercept 46.861331889 6.373781e-04
#> 1008 b_Intercept 46.876425150 6.341615e-04
#> 1009 b_Intercept 46.891518411 6.308952e-04
#> 1010 b_Intercept 46.906611671 6.275372e-04
#> 1011 b_Intercept 46.921704932 6.240460e-04
#> 1012 b_Intercept 46.936798193 6.203815e-04
#> 1013 b_Intercept 46.951891453 6.164465e-04
#> 1014 b_Intercept 46.966984714 6.122388e-04
#> 1015 b_Intercept 46.982077975 6.077294e-04
#> 1016 b_Intercept 46.997171235 6.028879e-04
#> 1017 b_Intercept 47.012264496 5.976871e-04
#> 1018 b_Intercept 47.027357757 5.921020e-04
#> 1019 b_Intercept 47.042451017 5.860494e-04
#> 1020 b_Intercept 47.057544278 5.795267e-04
#> 1021 b_Intercept 47.072637539 5.725586e-04
#> 1022 b_Intercept 47.087730800 5.651363e-04
#> 1023 b_Intercept 47.102824060 5.572541e-04
#> 1024 b_Intercept 47.117917321 5.489094e-04
#> 1025 b_wt -6.882027746 7.178788e-04
#> 1026 b_wt -6.875683507 7.244908e-04
#> 1027 b_wt -6.869339268 7.304031e-04
#> 1028 b_wt -6.862995028 7.357482e-04
#> 1029 b_wt -6.856650789 7.405577e-04
#> 1030 b_wt -6.850306549 7.448527e-04
#> 1031 b_wt -6.843962310 7.486560e-04
#> 1032 b_wt -6.837618071 7.519925e-04
#> 1033 b_wt -6.831273831 7.548166e-04
#> 1034 b_wt -6.824929592 7.572221e-04
#> 1035 b_wt -6.818585352 7.592649e-04
#> 1036 b_wt -6.812241113 7.609759e-04
#> 1037 b_wt -6.805896873 7.623862e-04
#> 1038 b_wt -6.799552634 7.635272e-04
#> 1039 b_wt -6.793208395 7.644019e-04
#> 1040 b_wt -6.786864155 7.650659e-04
#> 1041 b_wt -6.780519916 7.655699e-04
#> 1042 b_wt -6.774175676 7.659411e-04
#> 1043 b_wt -6.767831437 7.662052e-04
#> 1044 b_wt -6.761487198 7.663864e-04
#> 1045 b_wt -6.755142958 7.665032e-04
#> 1046 b_wt -6.748798719 7.665820e-04
#> 1047 b_wt -6.742454479 7.666448e-04
#> 1048 b_wt -6.736110240 7.667035e-04
#> 1049 b_wt -6.729766000 7.667674e-04
#> 1050 b_wt -6.723421761 7.668429e-04
#> 1051 b_wt -6.717077522 7.669349e-04
#> 1052 b_wt -6.710733282 7.670438e-04
#> 1053 b_wt -6.704389043 7.671615e-04
#> 1054 b_wt -6.698044803 7.672799e-04
#> 1055 b_wt -6.691700564 7.673884e-04
#> 1056 b_wt -6.685356325 7.674739e-04
#> 1057 b_wt -6.679012085 7.675187e-04
#> 1058 b_wt -6.672667846 7.674871e-04
#> 1059 b_wt -6.666323606 7.673652e-04
#> 1060 b_wt -6.659979367 7.671300e-04
#> 1061 b_wt -6.653635128 7.667574e-04
#> 1062 b_wt -6.647290888 7.662221e-04
#> 1063 b_wt -6.640946649 7.654980e-04
#> 1064 b_wt -6.634602409 7.644974e-04
#> 1065 b_wt -6.628258170 7.632392e-04
#> 1066 b_wt -6.621913930 7.616979e-04
#> 1067 b_wt -6.615569691 7.598489e-04
#> 1068 b_wt -6.609225452 7.576688e-04
#> 1069 b_wt -6.602881212 7.551353e-04
#> 1070 b_wt -6.596536973 7.521447e-04
#> 1071 b_wt -6.590192733 7.487394e-04
#> 1072 b_wt -6.583848494 7.449190e-04
#> 1073 b_wt -6.577504255 7.406726e-04
#> 1074 b_wt -6.571160015 7.359922e-04
#> 1075 b_wt -6.564815776 7.308726e-04
#> 1076 b_wt -6.558471536 7.252373e-04
#> 1077 b_wt -6.552127297 7.191355e-04
#> 1078 b_wt -6.545783057 7.126072e-04
#> 1079 b_wt -6.539438818 7.056642e-04
#> 1080 b_wt -6.533094579 6.983223e-04
#> 1081 b_wt -6.526750339 6.906000e-04
#> 1082 b_wt -6.520406100 6.824768e-04
#> 1083 b_wt -6.514061860 6.740029e-04
#> 1084 b_wt -6.507717621 6.652481e-04
#> 1085 b_wt -6.501373382 6.562478e-04
#> 1086 b_wt -6.495029142 6.470397e-04
#> 1087 b_wt -6.488684903 6.376641e-04
#> 1088 b_wt -6.482340663 6.281575e-04
#> 1089 b_wt -6.475996424 6.185835e-04
#> 1090 b_wt -6.469652184 6.090074e-04
#> 1091 b_wt -6.463307945 5.994785e-04
#> 1092 b_wt -6.456963706 5.900470e-04
#> 1093 b_wt -6.450619466 5.807638e-04
#> 1094 b_wt -6.444275227 5.716970e-04
#> 1095 b_wt -6.437930987 5.629494e-04
#> 1096 b_wt -6.431586748 5.545349e-04
#> 1097 b_wt -6.425242509 5.465027e-04
#> 1098 b_wt -6.418898269 5.389005e-04
#> 1099 b_wt -6.412554030 5.317750e-04
#> 1100 b_wt -6.406209790 5.251862e-04
#> 1101 b_wt -6.399865551 5.192987e-04
#> 1102 b_wt -6.393521311 5.140377e-04
#> 1103 b_wt -6.387177072 5.094376e-04
#> 1104 b_wt -6.380832833 5.055297e-04
#> 1105 b_wt -6.374488593 5.023425e-04
#> 1106 b_wt -6.368144354 4.999012e-04
#> 1107 b_wt -6.361800114 4.984114e-04
#> 1108 b_wt -6.355455875 4.977214e-04
#> 1109 b_wt -6.349111636 4.978340e-04
#> 1110 b_wt -6.342767396 4.987557e-04
#> 1111 b_wt -6.336423157 5.004892e-04
#> 1112 b_wt -6.330078917 5.030336e-04
#> 1113 b_wt -6.323734678 5.065392e-04
#> 1114 b_wt -6.317390438 5.108699e-04
#> 1115 b_wt -6.311046199 5.159736e-04
#> 1116 b_wt -6.304701960 5.218314e-04
#> 1117 b_wt -6.298357720 5.284212e-04
#> 1118 b_wt -6.292013481 5.357184e-04
#> 1119 b_wt -6.285669241 5.437965e-04
#> 1120 b_wt -6.279325002 5.525577e-04
#> 1121 b_wt -6.272980763 5.619127e-04
#> 1122 b_wt -6.266636523 5.718253e-04
#> 1123 b_wt -6.260292284 5.822579e-04
#> 1124 b_wt -6.253948044 5.931720e-04
#> 1125 b_wt -6.247603805 6.045753e-04
#> 1126 b_wt -6.241259565 6.164057e-04
#> 1127 b_wt -6.234915326 6.285720e-04
#> 1128 b_wt -6.228571087 6.410343e-04
#> 1129 b_wt -6.222226847 6.537537e-04
#> 1130 b_wt -6.215882608 6.666919e-04
#> 1131 b_wt -6.209538368 6.798236e-04
#> 1132 b_wt -6.203194129 6.931079e-04
#> 1133 b_wt -6.196849890 7.064864e-04
#> 1134 b_wt -6.190505650 7.199302e-04
#> 1135 b_wt -6.184161411 7.334126e-04
#> 1136 b_wt -6.177817171 7.469098e-04
#> 1137 b_wt -6.171472932 7.603989e-04
#> 1138 b_wt -6.165128692 7.738524e-04
#> 1139 b_wt -6.158784453 7.872606e-04
#> 1140 b_wt -6.152440214 8.006152e-04
#> 1141 b_wt -6.146095974 8.139115e-04
#> 1142 b_wt -6.139751735 8.271476e-04
#> 1143 b_wt -6.133407495 8.403243e-04
#> 1144 b_wt -6.127063256 8.534391e-04
#> 1145 b_wt -6.120719017 8.665173e-04
#> 1146 b_wt -6.114374777 8.795738e-04
#> 1147 b_wt -6.108030538 8.926262e-04
#> 1148 b_wt -6.101686298 9.056948e-04
#> 1149 b_wt -6.095342059 9.188027e-04
#> 1150 b_wt -6.088997819 9.319999e-04
#> 1151 b_wt -6.082653580 9.453112e-04
#> 1152 b_wt -6.076309341 9.587672e-04
#> 1153 b_wt -6.069965101 9.724016e-04
#> 1154 b_wt -6.063620862 9.862495e-04
#> 1155 b_wt -6.057276622 1.000347e-03
#> 1156 b_wt -6.050932383 1.014796e-03
#> 1157 b_wt -6.044588144 1.029612e-03
#> 1158 b_wt -6.038243904 1.044817e-03
#> 1159 b_wt -6.031899665 1.060452e-03
#> 1160 b_wt -6.025555425 1.076555e-03
#> 1161 b_wt -6.019211186 1.093168e-03
#> 1162 b_wt -6.012866947 1.110418e-03
#> 1163 b_wt -6.006522707 1.128331e-03
#> 1164 b_wt -6.000178468 1.146895e-03
#> 1165 b_wt -5.993834228 1.166147e-03
#> 1166 b_wt -5.987489989 1.186125e-03
#> 1167 b_wt -5.981145749 1.206867e-03
#> 1168 b_wt -5.974801510 1.228505e-03
#> 1169 b_wt -5.968457271 1.251108e-03
#> 1170 b_wt -5.962113031 1.274608e-03
#> 1171 b_wt -5.955768792 1.299042e-03
#> 1172 b_wt -5.949424552 1.324450e-03
#> 1173 b_wt -5.943080313 1.350868e-03
#> 1174 b_wt -5.936736074 1.378422e-03
#> 1175 b_wt -5.930391834 1.407268e-03
#> 1176 b_wt -5.924047595 1.437277e-03
#> 1177 b_wt -5.917703355 1.468496e-03
#> 1178 b_wt -5.911359116 1.500974e-03
#> 1179 b_wt -5.905014876 1.534765e-03
#> 1180 b_wt -5.898670637 1.569982e-03
#> 1181 b_wt -5.892326398 1.606942e-03
#> 1182 b_wt -5.885982158 1.645439e-03
#> 1183 b_wt -5.879637919 1.685547e-03
#> 1184 b_wt -5.873293679 1.727345e-03
#> 1185 b_wt -5.866949440 1.770917e-03
#> 1186 b_wt -5.860605201 1.816362e-03
#> 1187 b_wt -5.854260961 1.864271e-03
#> 1188 b_wt -5.847916722 1.914316e-03
#> 1189 b_wt -5.841572482 1.966611e-03
#> 1190 b_wt -5.835228243 2.021281e-03
#> 1191 b_wt -5.828884003 2.078455e-03
#> 1192 b_wt -5.822539764 2.138270e-03
#> 1193 b_wt -5.816195525 2.201504e-03
#> 1194 b_wt -5.809851285 2.267863e-03
#> 1195 b_wt -5.803507046 2.337424e-03
#> 1196 b_wt -5.797162806 2.410358e-03
#> 1197 b_wt -5.790818567 2.486839e-03
#> 1198 b_wt -5.784474328 2.567049e-03
#> 1199 b_wt -5.778130088 2.651906e-03
#> 1200 b_wt -5.771785849 2.741262e-03
#> 1201 b_wt -5.765441609 2.835047e-03
#> 1202 b_wt -5.759097370 2.933463e-03
#> 1203 b_wt -5.752753130 3.036712e-03
#> 1204 b_wt -5.746408891 3.144997e-03
#> 1205 b_wt -5.740064652 3.259284e-03
#> 1206 b_wt -5.733720412 3.379684e-03
#> 1207 b_wt -5.727376173 3.505850e-03
#> 1208 b_wt -5.721031933 3.637974e-03
#> 1209 b_wt -5.714687694 3.776243e-03
#> 1210 b_wt -5.708343455 3.920840e-03
#> 1211 b_wt -5.701999215 4.072622e-03
#> 1212 b_wt -5.695654976 4.232079e-03
#> 1213 b_wt -5.689310736 4.398445e-03
#> 1214 b_wt -5.682966497 4.571851e-03
#> 1215 b_wt -5.676622257 4.752415e-03
#> 1216 b_wt -5.670278018 4.940244e-03
#> 1217 b_wt -5.663933779 5.135915e-03
#> 1218 b_wt -5.657589539 5.340342e-03
#> 1219 b_wt -5.651245300 5.552267e-03
#> 1220 b_wt -5.644901060 5.771709e-03
#> 1221 b_wt -5.638556821 5.998665e-03
#> 1222 b_wt -5.632212582 6.233116e-03
#> 1223 b_wt -5.625868342 6.475238e-03
#> 1224 b_wt -5.619524103 6.726273e-03
#> 1225 b_wt -5.613179863 6.984538e-03
#> 1226 b_wt -5.606835624 7.249901e-03
#> 1227 b_wt -5.600491384 7.522212e-03
#> 1228 b_wt -5.594147145 7.801302e-03
#> 1229 b_wt -5.587802906 8.086977e-03
#> 1230 b_wt -5.581458666 8.380429e-03
#> 1231 b_wt -5.575114427 8.679895e-03
#> 1232 b_wt -5.568770187 8.985060e-03
#> 1233 b_wt -5.562425948 9.295636e-03
#> 1234 b_wt -5.556081709 9.611319e-03
#> 1235 b_wt -5.549737469 9.931790e-03
#> 1236 b_wt -5.543393230 1.025749e-02
#> 1237 b_wt -5.537048990 1.058726e-02
#> 1238 b_wt -5.530704751 1.092054e-02
#> 1239 b_wt -5.524360511 1.125697e-02
#> 1240 b_wt -5.518016272 1.159616e-02
#> 1241 b_wt -5.511672033 1.193775e-02
#> 1242 b_wt -5.505327793 1.228158e-02
#> 1243 b_wt -5.498983554 1.262695e-02
#> 1244 b_wt -5.492639314 1.297334e-02
#> 1245 b_wt -5.486295075 1.332040e-02
#> 1246 b_wt -5.479950836 1.366776e-02
#> 1247 b_wt -5.473606596 1.401509e-02
#> 1248 b_wt -5.467262357 1.436195e-02
#> 1249 b_wt -5.460918117 1.470791e-02
#> 1250 b_wt -5.454573878 1.505273e-02
#> 1251 b_wt -5.448229638 1.539617e-02
#> 1252 b_wt -5.441885399 1.573800e-02
#> 1253 b_wt -5.435541160 1.607800e-02
#> 1254 b_wt -5.429196920 1.641579e-02
#> 1255 b_wt -5.422852681 1.675104e-02
#> 1256 b_wt -5.416508441 1.708396e-02
#> 1257 b_wt -5.410164202 1.741449e-02
#> 1258 b_wt -5.403819963 1.774258e-02
#> 1259 b_wt -5.397475723 1.806823e-02
#> 1260 b_wt -5.391131484 1.839134e-02
#> 1261 b_wt -5.384787244 1.871169e-02
#> 1262 b_wt -5.378443005 1.902985e-02
#> 1263 b_wt -5.372098765 1.934598e-02
#> 1264 b_wt -5.365754526 1.966024e-02
#> 1265 b_wt -5.359410287 1.997283e-02
#> 1266 b_wt -5.353066047 2.028398e-02
#> 1267 b_wt -5.346721808 2.059380e-02
#> 1268 b_wt -5.340377568 2.090293e-02
#> 1269 b_wt -5.334033329 2.121169e-02
#> 1270 b_wt -5.327689090 2.152042e-02
#> 1271 b_wt -5.321344850 2.182948e-02
#> 1272 b_wt -5.315000611 2.213925e-02
#> 1273 b_wt -5.308656371 2.245050e-02
#> 1274 b_wt -5.302312132 2.276354e-02
#> 1275 b_wt -5.295967893 2.307874e-02
#> 1276 b_wt -5.289623653 2.339654e-02
#> 1277 b_wt -5.283279414 2.371734e-02
#> 1278 b_wt -5.276935174 2.404158e-02
#> 1279 b_wt -5.270590935 2.437051e-02
#> 1280 b_wt -5.264246695 2.470418e-02
#> 1281 b_wt -5.257902456 2.504276e-02
#> 1282 b_wt -5.251558217 2.538666e-02
#> 1283 b_wt -5.245213977 2.573624e-02
#> 1284 b_wt -5.238869738 2.609186e-02
#> 1285 b_wt -5.232525498 2.645493e-02
#> 1286 b_wt -5.226181259 2.682550e-02
#> 1287 b_wt -5.219837020 2.720329e-02
#> 1288 b_wt -5.213492780 2.758857e-02
#> 1289 b_wt -5.207148541 2.798160e-02
#> 1290 b_wt -5.200804301 2.838262e-02
#> 1291 b_wt -5.194460062 2.879282e-02
#> 1292 b_wt -5.188115822 2.921256e-02
#> 1293 b_wt -5.181771583 2.964097e-02
#> 1294 b_wt -5.175427344 3.007818e-02
#> 1295 b_wt -5.169083104 3.052429e-02
#> 1296 b_wt -5.162738865 3.097943e-02
#> 1297 b_wt -5.156394625 3.144439e-02
#> 1298 b_wt -5.150050386 3.192001e-02
#> 1299 b_wt -5.143706147 3.240487e-02
#> 1300 b_wt -5.137361907 3.289899e-02
#> 1301 b_wt -5.131017668 3.340238e-02
#> 1302 b_wt -5.124673428 3.391504e-02
#> 1303 b_wt -5.118329189 3.443739e-02
#> 1304 b_wt -5.111984949 3.497084e-02
#> 1305 b_wt -5.105640710 3.551353e-02
#> 1306 b_wt -5.099296471 3.606545e-02
#> 1307 b_wt -5.092952231 3.662659e-02
#> 1308 b_wt -5.086607992 3.719693e-02
#> 1309 b_wt -5.080263752 3.777651e-02
#> 1310 b_wt -5.073919513 3.836741e-02
#> 1311 b_wt -5.067575274 3.896747e-02
#> 1312 b_wt -5.061231034 3.957670e-02
#> 1313 b_wt -5.054886795 4.019511e-02
#> 1314 b_wt -5.048542555 4.082272e-02
#> 1315 b_wt -5.042198316 4.145955e-02
#> 1316 b_wt -5.035854076 4.210761e-02
#> 1317 b_wt -5.029509837 4.276525e-02
#> 1318 b_wt -5.023165598 4.343225e-02
#> 1319 b_wt -5.016821358 4.410867e-02
#> 1320 b_wt -5.010477119 4.479456e-02
#> 1321 b_wt -5.004132879 4.549000e-02
#> 1322 b_wt -4.997788640 4.619674e-02
#> 1323 b_wt -4.991444401 4.691382e-02
#> 1324 b_wt -4.985100161 4.764067e-02
#> 1325 b_wt -4.978755922 4.837735e-02
#> 1326 b_wt -4.972411682 4.912392e-02
#> 1327 b_wt -4.966067443 4.988043e-02
#> 1328 b_wt -4.959723203 5.064834e-02
#> 1329 b_wt -4.953378964 5.142730e-02
#> 1330 b_wt -4.947034725 5.221632e-02
#> 1331 b_wt -4.940690485 5.301539e-02
#> 1332 b_wt -4.934346246 5.382451e-02
#> 1333 b_wt -4.928002006 5.464365e-02
#> 1334 b_wt -4.921657767 5.547381e-02
#> 1335 b_wt -4.915313528 5.631523e-02
#> 1336 b_wt -4.908969288 5.716644e-02
#> 1337 b_wt -4.902625049 5.802735e-02
#> 1338 b_wt -4.896280809 5.889783e-02
#> 1339 b_wt -4.889936570 5.977774e-02
#> 1340 b_wt -4.883592330 6.066755e-02
#> 1341 b_wt -4.877248091 6.156796e-02
#> 1342 b_wt -4.870903852 6.247717e-02
#> 1343 b_wt -4.864559612 6.339498e-02
#> 1344 b_wt -4.858215373 6.432115e-02
#> 1345 b_wt -4.851871133 6.525547e-02
#> 1346 b_wt -4.845526894 6.619794e-02
#> 1347 b_wt -4.839182655 6.714958e-02
#> 1348 b_wt -4.832838415 6.810849e-02
#> 1349 b_wt -4.826494176 6.907443e-02
#> 1350 b_wt -4.820149936 7.004716e-02
#> 1351 b_wt -4.813805697 7.102644e-02
#> 1352 b_wt -4.807461457 7.201207e-02
#> 1353 b_wt -4.801117218 7.300519e-02
#> 1354 b_wt -4.794772979 7.400414e-02
#> 1355 b_wt -4.788428739 7.500874e-02
#> 1356 b_wt -4.782084500 7.601885e-02
#> 1357 b_wt -4.775740260 7.703434e-02
#> 1358 b_wt -4.769396021 7.805512e-02
#> 1359 b_wt -4.763051782 7.908215e-02
#> 1360 b_wt -4.756707542 8.011456e-02
#> 1361 b_wt -4.750363303 8.115217e-02
#> 1362 b_wt -4.744019063 8.219502e-02
#> 1363 b_wt -4.737674824 8.324320e-02
#> 1364 b_wt -4.731330584 8.429682e-02
#> 1365 b_wt -4.724986345 8.535701e-02
#> 1366 b_wt -4.718642106 8.642355e-02
#> 1367 b_wt -4.712297866 8.749626e-02
#> 1368 b_wt -4.705953627 8.857544e-02
#> 1369 b_wt -4.699609387 8.966139e-02
#> 1370 b_wt -4.693265148 9.075445e-02
#> 1371 b_wt -4.686920909 9.185604e-02
#> 1372 b_wt -4.680576669 9.296665e-02
#> 1373 b_wt -4.674232430 9.408587e-02
#> 1374 b_wt -4.667888190 9.521417e-02
#> 1375 b_wt -4.661543951 9.635204e-02
#> 1376 b_wt -4.655199712 9.749999e-02
#> 1377 b_wt -4.648855472 9.865958e-02
#> 1378 b_wt -4.642511233 9.983222e-02
#> 1379 b_wt -4.636166993 1.010169e-01
#> 1380 b_wt -4.629822754 1.022140e-01
#> 1381 b_wt -4.623478514 1.034243e-01
#> 1382 b_wt -4.617134275 1.046482e-01
#> 1383 b_wt -4.610790036 1.058871e-01
#> 1384 b_wt -4.604445796 1.071436e-01
#> 1385 b_wt -4.598101557 1.084157e-01
#> 1386 b_wt -4.591757317 1.097037e-01
#> 1387 b_wt -4.585413078 1.110082e-01
#> 1388 b_wt -4.579068839 1.123295e-01
#> 1389 b_wt -4.572724599 1.136686e-01
#> 1390 b_wt -4.566380360 1.150293e-01
#> 1391 b_wt -4.560036120 1.164084e-01
#> 1392 b_wt -4.553691881 1.178061e-01
#> 1393 b_wt -4.547347641 1.192226e-01
#> 1394 b_wt -4.541003402 1.206582e-01
#> 1395 b_wt -4.534659163 1.221132e-01
#> 1396 b_wt -4.528314923 1.235922e-01
#> 1397 b_wt -4.521970684 1.250912e-01
#> 1398 b_wt -4.515626444 1.266102e-01
#> 1399 b_wt -4.509282205 1.281490e-01
#> 1400 b_wt -4.502937966 1.297078e-01
#> 1401 b_wt -4.496593726 1.312866e-01
#> 1402 b_wt -4.490249487 1.328891e-01
#> 1403 b_wt -4.483905247 1.345125e-01
#> 1404 b_wt -4.477561008 1.361557e-01
#> 1405 b_wt -4.471216768 1.378185e-01
#> 1406 b_wt -4.464872529 1.395008e-01
#> 1407 b_wt -4.458528290 1.412024e-01
#> 1408 b_wt -4.452184050 1.429261e-01
#> 1409 b_wt -4.445839811 1.446702e-01
#> 1410 b_wt -4.439495571 1.464329e-01
#> 1411 b_wt -4.433151332 1.482138e-01
#> 1412 b_wt -4.426807093 1.500128e-01
#> 1413 b_wt -4.420462853 1.518295e-01
#> 1414 b_wt -4.414118614 1.536656e-01
#> 1415 b_wt -4.407774374 1.555207e-01
#> 1416 b_wt -4.401430135 1.573924e-01
#> 1417 b_wt -4.395085895 1.592803e-01
#> 1418 b_wt -4.388741656 1.611841e-01
#> 1419 b_wt -4.382397417 1.631033e-01
#> 1420 b_wt -4.376053177 1.650388e-01
#> 1421 b_wt -4.369708938 1.669911e-01
#> 1422 b_wt -4.363364698 1.689574e-01
#> 1423 b_wt -4.357020459 1.709372e-01
#> 1424 b_wt -4.350676220 1.729302e-01
#> 1425 b_wt -4.344331980 1.749359e-01
#> 1426 b_wt -4.337987741 1.769543e-01
#> 1427 b_wt -4.331643501 1.789866e-01
#> 1428 b_wt -4.325299262 1.810297e-01
#> 1429 b_wt -4.318955022 1.830833e-01
#> 1430 b_wt -4.312610783 1.851468e-01
#> 1431 b_wt -4.306266544 1.872197e-01
#> 1432 b_wt -4.299922304 1.893016e-01
#> 1433 b_wt -4.293578065 1.913934e-01
#> 1434 b_wt -4.287233825 1.934927e-01
#> 1435 b_wt -4.280889586 1.955988e-01
#> 1436 b_wt -4.274545347 1.977112e-01
#> 1437 b_wt -4.268201107 1.998294e-01
#> 1438 b_wt -4.261856868 2.019527e-01
#> 1439 b_wt -4.255512628 2.040815e-01
#> 1440 b_wt -4.249168389 2.062140e-01
#> 1441 b_wt -4.242824149 2.083498e-01
#> 1442 b_wt -4.236479910 2.104882e-01
#> 1443 b_wt -4.230135671 2.126287e-01
#> 1444 b_wt -4.223791431 2.147709e-01
#> 1445 b_wt -4.217447192 2.169143e-01
#> 1446 b_wt -4.211102952 2.190581e-01
#> 1447 b_wt -4.204758713 2.212021e-01
#> 1448 b_wt -4.198414474 2.233456e-01
#> 1449 b_wt -4.192070234 2.254885e-01
#> 1450 b_wt -4.185725995 2.276304e-01
#> 1451 b_wt -4.179381755 2.297707e-01
#> 1452 b_wt -4.173037516 2.319093e-01
#> 1453 b_wt -4.166693276 2.340461e-01
#> 1454 b_wt -4.160349037 2.361811e-01
#> 1455 b_wt -4.154004798 2.383141e-01
#> 1456 b_wt -4.147660558 2.404451e-01
#> 1457 b_wt -4.141316319 2.425739e-01
#> 1458 b_wt -4.134972079 2.447008e-01
#> 1459 b_wt -4.128627840 2.468260e-01
#> 1460 b_wt -4.122283601 2.489499e-01
#> 1461 b_wt -4.115939361 2.510726e-01
#> 1462 b_wt -4.109595122 2.531944e-01
#> 1463 b_wt -4.103250882 2.553158e-01
#> 1464 b_wt -4.096906643 2.574373e-01
#> 1465 b_wt -4.090562403 2.595595e-01
#> 1466 b_wt -4.084218164 2.616827e-01
#> 1467 b_wt -4.077873925 2.638076e-01
#> 1468 b_wt -4.071529685 2.659347e-01
#> 1469 b_wt -4.065185446 2.680647e-01
#> 1470 b_wt -4.058841206 2.701990e-01
#> 1471 b_wt -4.052496967 2.723375e-01
#> 1472 b_wt -4.046152728 2.744811e-01
#> 1473 b_wt -4.039808488 2.766301e-01
#> 1474 b_wt -4.033464249 2.787854e-01
#> 1475 b_wt -4.027120009 2.809473e-01
#> 1476 b_wt -4.020775770 2.831186e-01
#> 1477 b_wt -4.014431530 2.852981e-01
#> 1478 b_wt -4.008087291 2.874864e-01
#> 1479 b_wt -4.001743052 2.896838e-01
#> 1480 b_wt -3.995398812 2.918910e-01
#> 1481 b_wt -3.989054573 2.941082e-01
#> 1482 b_wt -3.982710333 2.963380e-01
#> 1483 b_wt -3.976366094 2.985792e-01
#> 1484 b_wt -3.970021855 3.008314e-01
#> 1485 b_wt -3.963677615 3.030949e-01
#> 1486 b_wt -3.957333376 3.053697e-01
#> 1487 b_wt -3.950989136 3.076558e-01
#> 1488 b_wt -3.944644897 3.099552e-01
#> 1489 b_wt -3.938300658 3.122665e-01
#> 1490 b_wt -3.931956418 3.145887e-01
#> 1491 b_wt -3.925612179 3.169216e-01
#> 1492 b_wt -3.919267939 3.192647e-01
#> 1493 b_wt -3.912923700 3.216177e-01
#> 1494 b_wt -3.906579460 3.239812e-01
#> 1495 b_wt -3.900235221 3.263543e-01
#> 1496 b_wt -3.893890982 3.287352e-01
#> 1497 b_wt -3.887546742 3.311234e-01
#> 1498 b_wt -3.881202503 3.335180e-01
#> 1499 b_wt -3.874858263 3.359183e-01
#> 1500 b_wt -3.868514024 3.383239e-01
#> 1501 b_wt -3.862169785 3.407338e-01
#> 1502 b_wt -3.855825545 3.431462e-01
#> 1503 b_wt -3.849481306 3.455604e-01
#> 1504 b_wt -3.843137066 3.479753e-01
#> 1505 b_wt -3.836792827 3.503901e-01
#> 1506 b_wt -3.830448587 3.528037e-01
#> 1507 b_wt -3.824104348 3.552145e-01
#> 1508 b_wt -3.817760109 3.576218e-01
#> 1509 b_wt -3.811415869 3.600247e-01
#> 1510 b_wt -3.805071630 3.624222e-01
#> 1511 b_wt -3.798727390 3.648136e-01
#> 1512 b_wt -3.792383151 3.671979e-01
#> 1513 b_wt -3.786038912 3.695723e-01
#> 1514 b_wt -3.779694672 3.719377e-01
#> 1515 b_wt -3.773350433 3.742936e-01
#> 1516 b_wt -3.767006193 3.766391e-01
#> 1517 b_wt -3.760661954 3.789738e-01
#> 1518 b_wt -3.754317714 3.812972e-01
#> 1519 b_wt -3.747973475 3.836058e-01
#> 1520 b_wt -3.741629236 3.859019e-01
#> 1521 b_wt -3.735284996 3.881853e-01
#> 1522 b_wt -3.728940757 3.904556e-01
#> 1523 b_wt -3.722596517 3.927129e-01
#> 1524 b_wt -3.716252278 3.949568e-01
#> 1525 b_wt -3.709908039 3.971848e-01
#> 1526 b_wt -3.703563799 3.993988e-01
#> 1527 b_wt -3.697219560 4.015996e-01
#> 1528 b_wt -3.690875320 4.037873e-01
#> 1529 b_wt -3.684531081 4.059620e-01
#> 1530 b_wt -3.678186841 4.081240e-01
#> 1531 b_wt -3.671842602 4.102716e-01
#> 1532 b_wt -3.665498363 4.124061e-01
#> 1533 b_wt -3.659154123 4.145290e-01
#> 1534 b_wt -3.652809884 4.166406e-01
#> 1535 b_wt -3.646465644 4.187412e-01
#> 1536 b_wt -3.640121405 4.208313e-01
#> 1537 b_wt -3.633777166 4.229099e-01
#> 1538 b_wt -3.627432926 4.249778e-01
#> 1539 b_wt -3.621088687 4.270364e-01
#> 1540 b_wt -3.614744447 4.290860e-01
#> 1541 b_wt -3.608400208 4.311271e-01
#> 1542 b_wt -3.602055968 4.331597e-01
#> 1543 b_wt -3.595711729 4.351837e-01
#> 1544 b_wt -3.589367490 4.371986e-01
#> 1545 b_wt -3.583023250 4.392058e-01
#> 1546 b_wt -3.576679011 4.412053e-01
#> 1547 b_wt -3.570334771 4.431973e-01
#> 1548 b_wt -3.563990532 4.451816e-01
#> 1549 b_wt -3.557646293 4.471577e-01
#> 1550 b_wt -3.551302053 4.491241e-01
#> 1551 b_wt -3.544957814 4.510822e-01
#> 1552 b_wt -3.538613574 4.530313e-01
#> 1553 b_wt -3.532269335 4.549712e-01
#> 1554 b_wt -3.525925095 4.569012e-01
#> 1555 b_wt -3.519580856 4.588207e-01
#> 1556 b_wt -3.513236617 4.607262e-01
#> 1557 b_wt -3.506892377 4.626193e-01
#> 1558 b_wt -3.500548138 4.644991e-01
#> 1559 b_wt -3.494203898 4.663647e-01
#> 1560 b_wt -3.487859659 4.682151e-01
#> 1561 b_wt -3.481515420 4.700493e-01
#> 1562 b_wt -3.475171180 4.718619e-01
#> 1563 b_wt -3.468826941 4.736548e-01
#> 1564 b_wt -3.462482701 4.754272e-01
#> 1565 b_wt -3.456138462 4.771777e-01
#> 1566 b_wt -3.449794222 4.789051e-01
#> 1567 b_wt -3.443449983 4.806081e-01
#> 1568 b_wt -3.437105744 4.822802e-01
#> 1569 b_wt -3.430761504 4.839227e-01
#> 1570 b_wt -3.424417265 4.855359e-01
#> 1571 b_wt -3.418073025 4.871183e-01
#> 1572 b_wt -3.411728786 4.886686e-01
#> 1573 b_wt -3.405384547 4.901855e-01
#> 1574 b_wt -3.399040307 4.916622e-01
#> 1575 b_wt -3.392696068 4.930988e-01
#> 1576 b_wt -3.386351828 4.944973e-01
#> 1577 b_wt -3.380007589 4.958565e-01
#> 1578 b_wt -3.373663349 4.971754e-01
#> 1579 b_wt -3.367319110 4.984527e-01
#> 1580 b_wt -3.360974871 4.996826e-01
#> 1581 b_wt -3.354630631 5.008627e-01
#> 1582 b_wt -3.348286392 5.019978e-01
#> 1583 b_wt -3.341942152 5.030870e-01
#> 1584 b_wt -3.335597913 5.041294e-01
#> 1585 b_wt -3.329253674 5.051245e-01
#> 1586 b_wt -3.322909434 5.060678e-01
#> 1587 b_wt -3.316565195 5.069541e-01
#> 1588 b_wt -3.310220955 5.077908e-01
#> 1589 b_wt -3.303876716 5.085775e-01
#> 1590 b_wt -3.297532477 5.093138e-01
#> 1591 b_wt -3.291188237 5.099994e-01
#> 1592 b_wt -3.284843998 5.106320e-01
#> 1593 b_wt -3.278499758 5.112029e-01
#> 1594 b_wt -3.272155519 5.117222e-01
#> 1595 b_wt -3.265811279 5.121898e-01
#> 1596 b_wt -3.259467040 5.126057e-01
#> 1597 b_wt -3.253122801 5.129698e-01
#> 1598 b_wt -3.246778561 5.132821e-01
#> 1599 b_wt -3.240434322 5.135302e-01
#> 1600 b_wt -3.234090082 5.137266e-01
#> 1601 b_wt -3.227745843 5.138715e-01
#> 1602 b_wt -3.221401604 5.139649e-01
#> 1603 b_wt -3.215057364 5.140071e-01
#> 1604 b_wt -3.208713125 5.139981e-01
#> 1605 b_wt -3.202368885 5.139278e-01
#> 1606 b_wt -3.196024646 5.138052e-01
#> 1607 b_wt -3.189680406 5.136323e-01
#> 1608 b_wt -3.183336167 5.134094e-01
#> 1609 b_wt -3.176991928 5.131369e-01
#> 1610 b_wt -3.170647688 5.128149e-01
#> 1611 b_wt -3.164303449 5.124357e-01
#> 1612 b_wt -3.157959209 5.120045e-01
#> 1613 b_wt -3.151614970 5.115254e-01
#> 1614 b_wt -3.145270731 5.109988e-01
#> 1615 b_wt -3.138926491 5.104251e-01
#> 1616 b_wt -3.132582252 5.098049e-01
#> 1617 b_wt -3.126238012 5.091327e-01
#> 1618 b_wt -3.119893773 5.084106e-01
#> 1619 b_wt -3.113549533 5.076441e-01
#> 1620 b_wt -3.107205294 5.068340e-01
#> 1621 b_wt -3.100861055 5.059811e-01
#> 1622 b_wt -3.094516815 5.050860e-01
#> 1623 b_wt -3.088172576 5.041458e-01
#> 1624 b_wt -3.081828336 5.031599e-01
#> 1625 b_wt -3.075484097 5.021353e-01
#> 1626 b_wt -3.069139858 5.010728e-01
#> 1627 b_wt -3.062795618 4.999736e-01
#> 1628 b_wt -3.056451379 4.988388e-01
#> 1629 b_wt -3.050107139 4.976675e-01
#> 1630 b_wt -3.043762900 4.964576e-01
#> 1631 b_wt -3.037418660 4.952164e-01
#> 1632 b_wt -3.031074421 4.939453e-01
#> 1633 b_wt -3.024730182 4.926457e-01
#> 1634 b_wt -3.018385942 4.913188e-01
#> 1635 b_wt -3.012041703 4.899656e-01
#> 1636 b_wt -3.005697463 4.885832e-01
#> 1637 b_wt -2.999353224 4.871788e-01
#> 1638 b_wt -2.993008985 4.857539e-01
#> 1639 b_wt -2.986664745 4.843098e-01
#> 1640 b_wt -2.980320506 4.828479e-01
#> 1641 b_wt -2.973976266 4.813699e-01
#> 1642 b_wt -2.967632027 4.798741e-01
#> 1643 b_wt -2.961287787 4.783657e-01
#> 1644 b_wt -2.954943548 4.768461e-01
#> 1645 b_wt -2.948599309 4.753167e-01
#> 1646 b_wt -2.942255069 4.737787e-01
#> 1647 b_wt -2.935910830 4.722335e-01
#> 1648 b_wt -2.929566590 4.706813e-01
#> 1649 b_wt -2.923222351 4.691247e-01
#> 1650 b_wt -2.916878112 4.675648e-01
#> 1651 b_wt -2.910533872 4.660026e-01
#> 1652 b_wt -2.904189633 4.644390e-01
#> 1653 b_wt -2.897845393 4.628749e-01
#> 1654 b_wt -2.891501154 4.613112e-01
#> 1655 b_wt -2.885156914 4.597486e-01
#> 1656 b_wt -2.878812675 4.581878e-01
#> 1657 b_wt -2.872468436 4.566291e-01
#> 1658 b_wt -2.866124196 4.550729e-01
#> 1659 b_wt -2.859779957 4.535193e-01
#> 1660 b_wt -2.853435717 4.519690e-01
#> 1661 b_wt -2.847091478 4.504220e-01
#> 1662 b_wt -2.840747239 4.488778e-01
#> 1663 b_wt -2.834402999 4.473362e-01
#> 1664 b_wt -2.828058760 4.457970e-01
#> 1665 b_wt -2.821714520 4.442599e-01
#> 1666 b_wt -2.815370281 4.427246e-01
#> 1667 b_wt -2.809026041 4.411903e-01
#> 1668 b_wt -2.802681802 4.396564e-01
#> 1669 b_wt -2.796337563 4.381219e-01
#> 1670 b_wt -2.789993323 4.365864e-01
#> 1671 b_wt -2.783649084 4.350489e-01
#> 1672 b_wt -2.777304844 4.335084e-01
#> 1673 b_wt -2.770960605 4.319633e-01
#> 1674 b_wt -2.764616366 4.304131e-01
#> 1675 b_wt -2.758272126 4.288568e-01
#> 1676 b_wt -2.751927887 4.272935e-01
#> 1677 b_wt -2.745583647 4.257221e-01
#> 1678 b_wt -2.739239408 4.241416e-01
#> 1679 b_wt -2.732895168 4.225483e-01
#> 1680 b_wt -2.726550929 4.209434e-01
#> 1681 b_wt -2.720206690 4.193259e-01
#> 1682 b_wt -2.713862450 4.176946e-01
#> 1683 b_wt -2.707518211 4.160488e-01
#> 1684 b_wt -2.701173971 4.143875e-01
#> 1685 b_wt -2.694829732 4.127058e-01
#> 1686 b_wt -2.688485493 4.110058e-01
#> 1687 b_wt -2.682141253 4.092873e-01
#> 1688 b_wt -2.675797014 4.075493e-01
#> 1689 b_wt -2.669452774 4.057912e-01
#> 1690 b_wt -2.663108535 4.040122e-01
#> 1691 b_wt -2.656764295 4.022077e-01
#> 1692 b_wt -2.650420056 4.003796e-01
#> 1693 b_wt -2.644075817 3.985288e-01
#> 1694 b_wt -2.637731577 3.966546e-01
#> 1695 b_wt -2.631387338 3.947569e-01
#> 1696 b_wt -2.625043098 3.928352e-01
#> 1697 b_wt -2.618698859 3.908857e-01
#> 1698 b_wt -2.612354620 3.889094e-01
#> 1699 b_wt -2.606010380 3.869086e-01
#> 1700 b_wt -2.599666141 3.848831e-01
#> 1701 b_wt -2.593321901 3.828329e-01
#> 1702 b_wt -2.586977662 3.807582e-01
#> 1703 b_wt -2.580633423 3.786563e-01
#> 1704 b_wt -2.574289183 3.765270e-01
#> 1705 b_wt -2.567944944 3.743737e-01
#> 1706 b_wt -2.561600704 3.721968e-01
#> 1707 b_wt -2.555256465 3.699966e-01
#> 1708 b_wt -2.548912225 3.677733e-01
#> 1709 b_wt -2.542567986 3.655259e-01
#> 1710 b_wt -2.536223747 3.632530e-01
#> 1711 b_wt -2.529879507 3.609589e-01
#> 1712 b_wt -2.523535268 3.586442e-01
#> 1713 b_wt -2.517191028 3.563094e-01
#> 1714 b_wt -2.510846789 3.539552e-01
#> 1715 b_wt -2.504502550 3.515816e-01
#> 1716 b_wt -2.498158310 3.491866e-01
#> 1717 b_wt -2.491814071 3.467750e-01
#> 1718 b_wt -2.485469831 3.443473e-01
#> 1719 b_wt -2.479125592 3.419045e-01
#> 1720 b_wt -2.472781352 3.394474e-01
#> 1721 b_wt -2.466437113 3.369769e-01
#> 1722 b_wt -2.460092874 3.344912e-01
#> 1723 b_wt -2.453748634 3.319945e-01
#> 1724 b_wt -2.447404395 3.294878e-01
#> 1725 b_wt -2.441060155 3.269719e-01
#> 1726 b_wt -2.434715916 3.244480e-01
#> 1727 b_wt -2.428371677 3.219169e-01
#> 1728 b_wt -2.422027437 3.193786e-01
#> 1729 b_wt -2.415683198 3.168357e-01
#> 1730 b_wt -2.409338958 3.142891e-01
#> 1731 b_wt -2.402994719 3.117400e-01
#> 1732 b_wt -2.396650479 3.091893e-01
#> 1733 b_wt -2.390306240 3.066379e-01
#> 1734 b_wt -2.383962001 3.040870e-01
#> 1735 b_wt -2.377617761 3.015378e-01
#> 1736 b_wt -2.371273522 2.989911e-01
#> 1737 b_wt -2.364929282 2.964479e-01
#> 1738 b_wt -2.358585043 2.939087e-01
#> 1739 b_wt -2.352240804 2.913743e-01
#> 1740 b_wt -2.345896564 2.888464e-01
#> 1741 b_wt -2.339552325 2.863255e-01
#> 1742 b_wt -2.333208085 2.838117e-01
#> 1743 b_wt -2.326863846 2.813053e-01
#> 1744 b_wt -2.320519606 2.788068e-01
#> 1745 b_wt -2.314175367 2.763165e-01
#> 1746 b_wt -2.307831128 2.738356e-01
#> 1747 b_wt -2.301486888 2.713646e-01
#> 1748 b_wt -2.295142649 2.689025e-01
#> 1749 b_wt -2.288798409 2.664492e-01
#> 1750 b_wt -2.282454170 2.640047e-01
#> 1751 b_wt -2.276109931 2.615689e-01
#> 1752 b_wt -2.269765691 2.591420e-01
#> 1753 b_wt -2.263421452 2.567247e-01
#> 1754 b_wt -2.257077212 2.543150e-01
#> 1755 b_wt -2.250732973 2.519126e-01
#> 1756 b_wt -2.244388733 2.495169e-01
#> 1757 b_wt -2.238044494 2.471276e-01
#> 1758 b_wt -2.231700255 2.447441e-01
#> 1759 b_wt -2.225356015 2.423666e-01
#> 1760 b_wt -2.219011776 2.399932e-01
#> 1761 b_wt -2.212667536 2.376233e-01
#> 1762 b_wt -2.206323297 2.352562e-01
#> 1763 b_wt -2.199979058 2.328913e-01
#> 1764 b_wt -2.193634818 2.305279e-01
#> 1765 b_wt -2.187290579 2.281652e-01
#> 1766 b_wt -2.180946339 2.258023e-01
#> 1767 b_wt -2.174602100 2.234385e-01
#> 1768 b_wt -2.168257860 2.210733e-01
#> 1769 b_wt -2.161913621 2.187062e-01
#> 1770 b_wt -2.155569382 2.163365e-01
#> 1771 b_wt -2.149225142 2.139631e-01
#> 1772 b_wt -2.142880903 2.115859e-01
#> 1773 b_wt -2.136536663 2.092047e-01
#> 1774 b_wt -2.130192424 2.068194e-01
#> 1775 b_wt -2.123848185 2.044297e-01
#> 1776 b_wt -2.117503945 2.020353e-01
#> 1777 b_wt -2.111159706 1.996357e-01
#> 1778 b_wt -2.104815466 1.972311e-01
#> 1779 b_wt -2.098471227 1.948220e-01
#> 1780 b_wt -2.092126987 1.924088e-01
#> 1781 b_wt -2.085782748 1.899916e-01
#> 1782 b_wt -2.079438509 1.875709e-01
#> 1783 b_wt -2.073094269 1.851466e-01
#> 1784 b_wt -2.066750030 1.827197e-01
#> 1785 b_wt -2.060405790 1.802911e-01
#> 1786 b_wt -2.054061551 1.778615e-01
#> 1787 b_wt -2.047717312 1.754316e-01
#> 1788 b_wt -2.041373072 1.730023e-01
#> 1789 b_wt -2.035028833 1.705745e-01
#> 1790 b_wt -2.028684593 1.681499e-01
#> 1791 b_wt -2.022340354 1.657292e-01
#> 1792 b_wt -2.015996114 1.633135e-01
#> 1793 b_wt -2.009651875 1.609037e-01
#> 1794 b_wt -2.003307636 1.585010e-01
#> 1795 b_wt -1.996963396 1.561071e-01
#> 1796 b_wt -1.990619157 1.537249e-01
#> 1797 b_wt -1.984274917 1.513539e-01
#> 1798 b_wt -1.977930678 1.489954e-01
#> 1799 b_wt -1.971586439 1.466506e-01
#> 1800 b_wt -1.965242199 1.443206e-01
#> 1801 b_wt -1.958897960 1.420070e-01
#> 1802 b_wt -1.952553720 1.397150e-01
#> 1803 b_wt -1.946209481 1.374420e-01
#> 1804 b_wt -1.939865242 1.351892e-01
#> 1805 b_wt -1.933521002 1.329577e-01
#> 1806 b_wt -1.927176763 1.307485e-01
#> 1807 b_wt -1.920832523 1.285627e-01
#> 1808 b_wt -1.914488284 1.264070e-01
#> 1809 b_wt -1.908144044 1.242776e-01
#> 1810 b_wt -1.901799805 1.221750e-01
#> 1811 b_wt -1.895455566 1.200999e-01
#> 1812 b_wt -1.889111326 1.180530e-01
#> 1813 b_wt -1.882767087 1.160352e-01
#> 1814 b_wt -1.876422847 1.140527e-01
#> 1815 b_wt -1.870078608 1.121023e-01
#> 1816 b_wt -1.863734369 1.101830e-01
#> 1817 b_wt -1.857390129 1.082952e-01
#> 1818 b_wt -1.851045890 1.064392e-01
#> 1819 b_wt -1.844701650 1.046153e-01
#> 1820 b_wt -1.838357411 1.028287e-01
#> 1821 b_wt -1.832013171 1.010777e-01
#> 1822 b_wt -1.825668932 9.935938e-02
#> 1823 b_wt -1.819324693 9.767385e-02
#> 1824 b_wt -1.812980453 9.602105e-02
#> 1825 b_wt -1.806636214 9.440092e-02
#> 1826 b_wt -1.800291974 9.281703e-02
#> 1827 b_wt -1.793947735 9.126951e-02
#> 1828 b_wt -1.787603496 8.975397e-02
#> 1829 b_wt -1.781259256 8.827014e-02
#> 1830 b_wt -1.774915017 8.681769e-02
#> 1831 b_wt -1.768570777 8.539627e-02
#> 1832 b_wt -1.762226538 8.400786e-02
#> 1833 b_wt -1.755882298 8.265439e-02
#> 1834 b_wt -1.749538059 8.133041e-02
#> 1835 b_wt -1.743193820 8.003546e-02
#> 1836 b_wt -1.736849580 7.876904e-02
#> 1837 b_wt -1.730505341 7.753064e-02
#> 1838 b_wt -1.724161101 7.632089e-02
#> 1839 b_wt -1.717816862 7.514324e-02
#> 1840 b_wt -1.711472623 7.399169e-02
#> 1841 b_wt -1.705128383 7.286569e-02
#> 1842 b_wt -1.698784144 7.176470e-02
#> 1843 b_wt -1.692439904 7.068816e-02
#> 1844 b_wt -1.686095665 6.963569e-02
#> 1845 b_wt -1.679751425 6.861184e-02
#> 1846 b_wt -1.673407186 6.761045e-02
#> 1847 b_wt -1.667062947 6.663100e-02
#> 1848 b_wt -1.660718707 6.567293e-02
#> 1849 b_wt -1.654374468 6.473572e-02
#> 1850 b_wt -1.648030228 6.381883e-02
#> 1851 b_wt -1.641685989 6.292573e-02
#> 1852 b_wt -1.635341750 6.205214e-02
#> 1853 b_wt -1.628997510 6.119694e-02
#> 1854 b_wt -1.622653271 6.035962e-02
#> 1855 b_wt -1.616309031 5.953964e-02
#> 1856 b_wt -1.609964792 5.873649e-02
#> 1857 b_wt -1.603620552 5.795233e-02
#> 1858 b_wt -1.597276313 5.718466e-02
#> 1859 b_wt -1.590932074 5.643187e-02
#> 1860 b_wt -1.584587834 5.569343e-02
#> 1861 b_wt -1.578243595 5.496879e-02
#> 1862 b_wt -1.571899355 5.425741e-02
#> 1863 b_wt -1.565555116 5.356038e-02
#> 1864 b_wt -1.559210877 5.287641e-02
#> 1865 b_wt -1.552866637 5.220368e-02
#> 1866 b_wt -1.546522398 5.154159e-02
#> 1867 b_wt -1.540178158 5.088959e-02
#> 1868 b_wt -1.533833919 5.024711e-02
#> 1869 b_wt -1.527489679 4.961439e-02
#> 1870 b_wt -1.521145440 4.899089e-02
#> 1871 b_wt -1.514801201 4.837482e-02
#> 1872 b_wt -1.508456961 4.776560e-02
#> 1873 b_wt -1.502112722 4.716267e-02
#> 1874 b_wt -1.495768482 4.656547e-02
#> 1875 b_wt -1.489424243 4.597376e-02
#> 1876 b_wt -1.483080004 4.538726e-02
#> 1877 b_wt -1.476735764 4.480455e-02
#> 1878 b_wt -1.470391525 4.422514e-02
#> 1879 b_wt -1.464047285 4.364856e-02
#> 1880 b_wt -1.457703046 4.307433e-02
#> 1881 b_wt -1.451358806 4.250205e-02
#> 1882 b_wt -1.445014567 4.193142e-02
#> 1883 b_wt -1.438670328 4.136166e-02
#> 1884 b_wt -1.432326088 4.079243e-02
#> 1885 b_wt -1.425981849 4.022341e-02
#> 1886 b_wt -1.419637609 3.965432e-02
#> 1887 b_wt -1.413293370 3.908489e-02
#> 1888 b_wt -1.406949131 3.851469e-02
#> 1889 b_wt -1.400604891 3.794363e-02
#> 1890 b_wt -1.394260652 3.737159e-02
#> 1891 b_wt -1.387916412 3.679846e-02
#> 1892 b_wt -1.381572173 3.622417e-02
#> 1893 b_wt -1.375227933 3.564868e-02
#> 1894 b_wt -1.368883694 3.507174e-02
#> 1895 b_wt -1.362539455 3.449360e-02
#> 1896 b_wt -1.356195215 3.391439e-02
#> 1897 b_wt -1.349850976 3.333422e-02
#> 1898 b_wt -1.343506736 3.275322e-02
#> 1899 b_wt -1.337162497 3.217155e-02
#> 1900 b_wt -1.330818258 3.158935e-02
#> 1901 b_wt -1.324474018 3.100698e-02
#> 1902 b_wt -1.318129779 3.042471e-02
#> 1903 b_wt -1.311785539 2.984280e-02
#> 1904 b_wt -1.305441300 2.926152e-02
#> 1905 b_wt -1.299097060 2.868117e-02
#> 1906 b_wt -1.292752821 2.810227e-02
#> 1907 b_wt -1.286408582 2.752525e-02
#> 1908 b_wt -1.280064342 2.695031e-02
#> 1909 b_wt -1.273720103 2.637778e-02
#> 1910 b_wt -1.267375863 2.580799e-02
#> 1911 b_wt -1.261031624 2.524129e-02
#> 1912 b_wt -1.254687385 2.467838e-02
#> 1913 b_wt -1.248343145 2.411998e-02
#> 1914 b_wt -1.241998906 2.356590e-02
#> 1915 b_wt -1.235654666 2.301649e-02
#> 1916 b_wt -1.229310427 2.247207e-02
#> 1917 b_wt -1.222966188 2.193296e-02
#> 1918 b_wt -1.216621948 2.139984e-02
#> 1919 b_wt -1.210277709 2.087389e-02
#> 1920 b_wt -1.203933469 2.035438e-02
#> 1921 b_wt -1.197589230 1.984159e-02
#> 1922 b_wt -1.191244990 1.933578e-02
#> 1923 b_wt -1.184900751 1.883724e-02
#> 1924 b_wt -1.178556512 1.834636e-02
#> 1925 b_wt -1.172212272 1.786505e-02
#> 1926 b_wt -1.165868033 1.739186e-02
#> 1927 b_wt -1.159523793 1.692701e-02
#> 1928 b_wt -1.153179554 1.647068e-02
#> 1929 b_wt -1.146835315 1.602306e-02
#> 1930 b_wt -1.140491075 1.558433e-02
#> 1931 b_wt -1.134146836 1.515673e-02
#> 1932 b_wt -1.127802596 1.473855e-02
#> 1933 b_wt -1.121458357 1.432977e-02
#> 1934 b_wt -1.115114117 1.393048e-02
#> 1935 b_wt -1.108769878 1.354079e-02
#> 1936 b_wt -1.102425639 1.316077e-02
#> 1937 b_wt -1.096081399 1.279237e-02
#> 1938 b_wt -1.089737160 1.243430e-02
#> 1939 b_wt -1.083392920 1.208608e-02
#> 1940 b_wt -1.077048681 1.174772e-02
#> 1941 b_wt -1.070704442 1.141924e-02
#> 1942 b_wt -1.064360202 1.110062e-02
#> 1943 b_wt -1.058015963 1.079333e-02
#> 1944 b_wt -1.051671723 1.049666e-02
#> 1945 b_wt -1.045327484 1.020968e-02
#> 1946 b_wt -1.038983244 9.932323e-03
#> 1947 b_wt -1.032639005 9.664488e-03
#> 1948 b_wt -1.026294766 9.406076e-03
#> 1949 b_wt -1.019950526 9.158038e-03
#> 1950 b_wt -1.013606287 8.920240e-03
#> 1951 b_wt -1.007262047 8.691378e-03
#> 1952 b_wt -1.000917808 8.471290e-03
#> 1953 b_wt -0.994573569 8.259803e-03
#> 1954 b_wt -0.988229329 8.056733e-03
#> 1955 b_wt -0.981885090 7.862535e-03
#> 1956 b_wt -0.975540850 7.677537e-03
#> 1957 b_wt -0.969196611 7.500211e-03
#> 1958 b_wt -0.962852371 7.330330e-03
#> 1959 b_wt -0.956508132 7.167661e-03
#> 1960 b_wt -0.950163893 7.011967e-03
#> 1961 b_wt -0.943819653 6.863293e-03
#> 1962 b_wt -0.937475414 6.722259e-03
#> 1963 b_wt -0.931131174 6.587294e-03
#> 1964 b_wt -0.924786935 6.458140e-03
#> 1965 b_wt -0.918442696 6.334540e-03
#> 1966 b_wt -0.912098456 6.216233e-03
#> 1967 b_wt -0.905754217 6.103004e-03
#> 1968 b_wt -0.899409977 5.995553e-03
#> 1969 b_wt -0.893065738 5.892459e-03
#> 1970 b_wt -0.886721498 5.793470e-03
#> 1971 b_wt -0.880377259 5.698336e-03
#> 1972 b_wt -0.874033020 5.606812e-03
#> 1973 b_wt -0.867688780 5.518658e-03
#> 1974 b_wt -0.861344541 5.434230e-03
#> 1975 b_wt -0.855000301 5.352649e-03
#> 1976 b_wt -0.848656062 5.273614e-03
#> 1977 b_wt -0.842311823 5.196916e-03
#> 1978 b_wt -0.835967583 5.122353e-03
#> 1979 b_wt -0.829623344 5.049727e-03
#> 1980 b_wt -0.823279104 4.979115e-03
#> 1981 b_wt -0.816934865 4.910074e-03
#> 1982 b_wt -0.810590625 4.842337e-03
#> 1983 b_wt -0.804246386 4.775748e-03
#> 1984 b_wt -0.797902147 4.710164e-03
#> 1985 b_wt -0.791557907 4.645446e-03
#> 1986 b_wt -0.785213668 4.581546e-03
#> 1987 b_wt -0.778869428 4.518268e-03
#> 1988 b_wt -0.772525189 4.455440e-03
#> 1989 b_wt -0.766180950 4.392969e-03
#> 1990 b_wt -0.759836710 4.330770e-03
#> 1991 b_wt -0.753492471 4.268765e-03
#> 1992 b_wt -0.747148231 4.206889e-03
#> 1993 b_wt -0.740803992 4.145060e-03
#> 1994 b_wt -0.734459752 4.083217e-03
#> 1995 b_wt -0.728115513 4.021321e-03
#> 1996 b_wt -0.721771274 3.959341e-03
#> 1997 b_wt -0.715427034 3.897251e-03
#> 1998 b_wt -0.709082795 3.835020e-03
#> 1999 b_wt -0.702738555 3.772621e-03
#> 2000 b_wt -0.696394316 3.710075e-03
#> 2001 b_wt -0.690050077 3.647385e-03
#> 2002 b_wt -0.683705837 3.584560e-03
#> 2003 b_wt -0.677361598 3.521614e-03
#> 2004 b_wt -0.671017358 3.458562e-03
#> 2005 b_wt -0.664673119 3.395420e-03
#> 2006 b_wt -0.658328879 3.332242e-03
#> 2007 b_wt -0.651984640 3.269057e-03
#> 2008 b_wt -0.645640401 3.205901e-03
#> 2009 b_wt -0.639296161 3.142810e-03
#> 2010 b_wt -0.632951922 3.079823e-03
#> 2011 b_wt -0.626607682 3.017031e-03
#> 2012 b_wt -0.620263443 2.954455e-03
#> 2013 b_wt -0.613919204 2.892138e-03
#> 2014 b_wt -0.607574964 2.830124e-03
#> 2015 b_wt -0.601230725 2.768458e-03
#> 2016 b_wt -0.594886485 2.707186e-03
#> 2017 b_wt -0.588542246 2.646454e-03
#> 2018 b_wt -0.582198007 2.586248e-03
#> 2019 b_wt -0.575853767 2.526593e-03
#> 2020 b_wt -0.569509528 2.467529e-03
#> 2021 b_wt -0.563165288 2.409095e-03
#> 2022 b_wt -0.556821049 2.351327e-03
#> 2023 b_wt -0.550476809 2.294388e-03
#> 2024 b_wt -0.544132570 2.238255e-03
#> 2025 b_wt -0.537788331 2.182905e-03
#> 2026 b_wt -0.531444091 2.128361e-03
#> 2027 b_wt -0.525099852 2.074648e-03
#> 2028 b_wt -0.518755612 2.021785e-03
#> 2029 b_wt -0.512411373 1.969906e-03
#> 2030 b_wt -0.506067134 1.919010e-03
#> 2031 b_wt -0.499722894 1.869011e-03
#> 2032 b_wt -0.493378655 1.819914e-03
#> 2033 b_wt -0.487034415 1.771721e-03
#> 2034 b_wt -0.480690176 1.724433e-03
#> 2035 b_wt -0.474345936 1.678131e-03
#> 2036 b_wt -0.468001697 1.632853e-03
#> 2037 b_wt -0.461657458 1.588457e-03
#> 2038 b_wt -0.455313218 1.544929e-03
#> 2039 b_wt -0.448968979 1.502258e-03
#> 2040 b_wt -0.442624739 1.460427e-03
#> 2041 b_wt -0.436280500 1.419465e-03
#> 2042 b_wt -0.429936261 1.379446e-03
#> 2043 b_wt -0.423592021 1.340197e-03
#> 2044 b_wt -0.417247782 1.301700e-03
#> 2045 b_wt -0.410903542 1.263931e-03
#> 2046 b_wt -0.404559303 1.226869e-03
#> 2047 b_wt -0.398215063 1.190508e-03
#> 2048 b_wt -0.391870824 1.154946e-03
#> 2049 b_cyl -3.179600735 1.304231e-03
#> 2050 b_cyl -3.176131314 1.317718e-03
#> 2051 b_cyl -3.172661893 1.330586e-03
#> 2052 b_cyl -3.169192471 1.342903e-03
#> 2053 b_cyl -3.165723050 1.354751e-03
#> 2054 b_cyl -3.162253628 1.366345e-03
#> 2055 b_cyl -3.158784207 1.377810e-03
#> 2056 b_cyl -3.155314786 1.389275e-03
#> 2057 b_cyl -3.151845364 1.400880e-03
#> 2058 b_cyl -3.148375943 1.412770e-03
#> 2059 b_cyl -3.144906521 1.425262e-03
#> 2060 b_cyl -3.141437100 1.438453e-03
#> 2061 b_cyl -3.137967679 1.452509e-03
#> 2062 b_cyl -3.134498257 1.467603e-03
#> 2063 b_cyl -3.131028836 1.483906e-03
#> 2064 b_cyl -3.127559414 1.501593e-03
#> 2065 b_cyl -3.124089993 1.521188e-03
#> 2066 b_cyl -3.120620572 1.542707e-03
#> 2067 b_cyl -3.117151150 1.566243e-03
#> 2068 b_cyl -3.113681729 1.591967e-03
#> 2069 b_cyl -3.110212307 1.620045e-03
#> 2070 b_cyl -3.106742886 1.650638e-03
#> 2071 b_cyl -3.103273465 1.684309e-03
#> 2072 b_cyl -3.099804043 1.721149e-03
#> 2073 b_cyl -3.096334622 1.761029e-03
#> 2074 b_cyl -3.092865200 1.804071e-03
#> 2075 b_cyl -3.089395779 1.850390e-03
#> 2076 b_cyl -3.085926358 1.900090e-03
#> 2077 b_cyl -3.082456936 1.953595e-03
#> 2078 b_cyl -3.078987515 2.011202e-03
#> 2079 b_cyl -3.075518093 2.072457e-03
#> 2080 b_cyl -3.072048672 2.137403e-03
#> 2081 b_cyl -3.068579251 2.206066e-03
#> 2082 b_cyl -3.065109829 2.278462e-03
#> 2083 b_cyl -3.061640408 2.354756e-03
#> 2084 b_cyl -3.058170986 2.435477e-03
#> 2085 b_cyl -3.054701565 2.519861e-03
#> 2086 b_cyl -3.051232144 2.607849e-03
#> 2087 b_cyl -3.047762722 2.699375e-03
#> 2088 b_cyl -3.044293301 2.794357e-03
#> 2089 b_cyl -3.040823879 2.892702e-03
#> 2090 b_cyl -3.037354458 2.995020e-03
#> 2091 b_cyl -3.033885037 3.100409e-03
#> 2092 b_cyl -3.030415615 3.208715e-03
#> 2093 b_cyl -3.026946194 3.319791e-03
#> 2094 b_cyl -3.023476772 3.433482e-03
#> 2095 b_cyl -3.020007351 3.549627e-03
#> 2096 b_cyl -3.016537930 3.668426e-03
#> 2097 b_cyl -3.013068508 3.789338e-03
#> 2098 b_cyl -3.009599087 3.912062e-03
#> 2099 b_cyl -3.006129665 4.036413e-03
#> 2100 b_cyl -3.002660244 4.162204e-03
#> 2101 b_cyl -2.999190823 4.289249e-03
#> 2102 b_cyl -2.995721401 4.417469e-03
#> 2103 b_cyl -2.992251980 4.546565e-03
#> 2104 b_cyl -2.988782558 4.676252e-03
#> 2105 b_cyl -2.985313137 4.806360e-03
#> 2106 b_cyl -2.981843716 4.936719e-03
#> 2107 b_cyl -2.978374294 5.067169e-03
#> 2108 b_cyl -2.974904873 5.197530e-03
#> 2109 b_cyl -2.971435451 5.327581e-03
#> 2110 b_cyl -2.967966030 5.457205e-03
#> 2111 b_cyl -2.964496609 5.586281e-03
#> 2112 b_cyl -2.961027187 5.714698e-03
#> 2113 b_cyl -2.957557766 5.842354e-03
#> 2114 b_cyl -2.954088344 5.969116e-03
#> 2115 b_cyl -2.950618923 6.094726e-03
#> 2116 b_cyl -2.947149502 6.219291e-03
#> 2117 b_cyl -2.943680080 6.342758e-03
#> 2118 b_cyl -2.940210659 6.465083e-03
#> 2119 b_cyl -2.936741238 6.586229e-03
#> 2120 b_cyl -2.933271816 6.706169e-03
#> 2121 b_cyl -2.929802395 6.824598e-03
#> 2122 b_cyl -2.926332973 6.941778e-03
#> 2123 b_cyl -2.922863552 7.057719e-03
#> 2124 b_cyl -2.919394131 7.172430e-03
#> 2125 b_cyl -2.915924709 7.285920e-03
#> 2126 b_cyl -2.912455288 7.398206e-03
#> 2127 b_cyl -2.908985866 7.509099e-03
#> 2128 b_cyl -2.905516445 7.618777e-03
#> 2129 b_cyl -2.902047024 7.727335e-03
#> 2130 b_cyl -2.898577602 7.834802e-03
#> 2131 b_cyl -2.895108181 7.941205e-03
#> 2132 b_cyl -2.891638759 8.046577e-03
#> 2133 b_cyl -2.888169338 8.150819e-03
#> 2134 b_cyl -2.884699917 8.254001e-03
#> 2135 b_cyl -2.881230495 8.356261e-03
#> 2136 b_cyl -2.877761074 8.457626e-03
#> 2137 b_cyl -2.874291652 8.558128e-03
#> 2138 b_cyl -2.870822231 8.657796e-03
#> 2139 b_cyl -2.867352810 8.756597e-03
#> 2140 b_cyl -2.863883388 8.854524e-03
#> 2141 b_cyl -2.860413967 8.951734e-03
#> 2142 b_cyl -2.856944545 9.048265e-03
#> 2143 b_cyl -2.853475124 9.144158e-03
#> 2144 b_cyl -2.850005703 9.239457e-03
#> 2145 b_cyl -2.846536281 9.334193e-03
#> 2146 b_cyl -2.843066860 9.428365e-03
#> 2147 b_cyl -2.839597438 9.522153e-03
#> 2148 b_cyl -2.836128017 9.615632e-03
#> 2149 b_cyl -2.832658596 9.708889e-03
#> 2150 b_cyl -2.829189174 9.802018e-03
#> 2151 b_cyl -2.825719753 9.895124e-03
#> 2152 b_cyl -2.822250331 9.988394e-03
#> 2153 b_cyl -2.818780910 1.008198e-02
#> 2154 b_cyl -2.815311489 1.017604e-02
#> 2155 b_cyl -2.811842067 1.027074e-02
#> 2156 b_cyl -2.808372646 1.036627e-02
#> 2157 b_cyl -2.804903224 1.046282e-02
#> 2158 b_cyl -2.801433803 1.056089e-02
#> 2159 b_cyl -2.797964382 1.066065e-02
#> 2160 b_cyl -2.794494960 1.076229e-02
#> 2161 b_cyl -2.791025539 1.086609e-02
#> 2162 b_cyl -2.787556117 1.097232e-02
#> 2163 b_cyl -2.784086696 1.108128e-02
#> 2164 b_cyl -2.780617275 1.119375e-02
#> 2165 b_cyl -2.777147853 1.131015e-02
#> 2166 b_cyl -2.773678432 1.143049e-02
#> 2167 b_cyl -2.770209010 1.155512e-02
#> 2168 b_cyl -2.766739589 1.168442e-02
#> 2169 b_cyl -2.763270168 1.181876e-02
#> 2170 b_cyl -2.759800746 1.195900e-02
#> 2171 b_cyl -2.756331325 1.210616e-02
#> 2172 b_cyl -2.752861903 1.225977e-02
#> 2173 b_cyl -2.749392482 1.242023e-02
#> 2174 b_cyl -2.745923061 1.258794e-02
#> 2175 b_cyl -2.742453639 1.276329e-02
#> 2176 b_cyl -2.738984218 1.294694e-02
#> 2177 b_cyl -2.735514796 1.314092e-02
#> 2178 b_cyl -2.732045375 1.334396e-02
#> 2179 b_cyl -2.728575954 1.355641e-02
#> 2180 b_cyl -2.725106532 1.377865e-02
#> 2181 b_cyl -2.721637111 1.401104e-02
#> 2182 b_cyl -2.718167689 1.425391e-02
#> 2183 b_cyl -2.714698268 1.451009e-02
#> 2184 b_cyl -2.711228847 1.477780e-02
#> 2185 b_cyl -2.707759425 1.505714e-02
#> 2186 b_cyl -2.704290004 1.534838e-02
#> 2187 b_cyl -2.700820582 1.565180e-02
#> 2188 b_cyl -2.697351161 1.596764e-02
#> 2189 b_cyl -2.693881740 1.629837e-02
#> 2190 b_cyl -2.690412318 1.664293e-02
#> 2191 b_cyl -2.686942897 1.700068e-02
#> 2192 b_cyl -2.683473475 1.737176e-02
#> 2193 b_cyl -2.680004054 1.775634e-02
#> 2194 b_cyl -2.676534633 1.815454e-02
#> 2195 b_cyl -2.673065211 1.856819e-02
#> 2196 b_cyl -2.669595790 1.899729e-02
#> 2197 b_cyl -2.666126368 1.944032e-02
#> 2198 b_cyl -2.662656947 1.989732e-02
#> 2199 b_cyl -2.659187526 2.036832e-02
#> 2200 b_cyl -2.655718104 2.085332e-02
#> 2201 b_cyl -2.652248683 2.135336e-02
#> 2202 b_cyl -2.648779261 2.186961e-02
#> 2203 b_cyl -2.645309840 2.239973e-02
#> 2204 b_cyl -2.641840419 2.294364e-02
#> 2205 b_cyl -2.638370997 2.350125e-02
#> 2206 b_cyl -2.634901576 2.407246e-02
#> 2207 b_cyl -2.631432154 2.465749e-02
#> 2208 b_cyl -2.627962733 2.525862e-02
#> 2209 b_cyl -2.624493312 2.587283e-02
#> 2210 b_cyl -2.621023890 2.649997e-02
#> 2211 b_cyl -2.617554469 2.713985e-02
#> 2212 b_cyl -2.614085047 2.779228e-02
#> 2213 b_cyl -2.610615626 2.845707e-02
#> 2214 b_cyl -2.607146205 2.913657e-02
#> 2215 b_cyl -2.603676783 2.982816e-02
#> 2216 b_cyl -2.600207362 3.053136e-02
#> 2217 b_cyl -2.596737940 3.124595e-02
#> 2218 b_cyl -2.593268519 3.197173e-02
#> 2219 b_cyl -2.589799098 3.270848e-02
#> 2220 b_cyl -2.586329676 3.345776e-02
#> 2221 b_cyl -2.582860255 3.421825e-02
#> 2222 b_cyl -2.579390833 3.498901e-02
#> 2223 b_cyl -2.575921412 3.576988e-02
#> 2224 b_cyl -2.572451991 3.656070e-02
#> 2225 b_cyl -2.568982569 3.736132e-02
#> 2226 b_cyl -2.565513148 3.817275e-02
#> 2227 b_cyl -2.562043726 3.899485e-02
#> 2228 b_cyl -2.558574305 3.982639e-02
#> 2229 b_cyl -2.555104884 4.066734e-02
#> 2230 b_cyl -2.551635462 4.151768e-02
#> 2231 b_cyl -2.548166041 4.237740e-02
#> 2232 b_cyl -2.544696619 4.324720e-02
#> 2233 b_cyl -2.541227198 4.412810e-02
#> 2234 b_cyl -2.537757777 4.501864e-02
#> 2235 b_cyl -2.534288355 4.591895e-02
#> 2236 b_cyl -2.530818934 4.682921e-02
#> 2237 b_cyl -2.527349512 4.774962e-02
#> 2238 b_cyl -2.523880091 4.868062e-02
#> 2239 b_cyl -2.520410670 4.962467e-02
#> 2240 b_cyl -2.516941248 5.057983e-02
#> 2241 b_cyl -2.513471827 5.154644e-02
#> 2242 b_cyl -2.510002405 5.252486e-02
#> 2243 b_cyl -2.506532984 5.351548e-02
#> 2244 b_cyl -2.503063563 5.451870e-02
#> 2245 b_cyl -2.499594141 5.553787e-02
#> 2246 b_cyl -2.496124720 5.657118e-02
#> 2247 b_cyl -2.492655298 5.761875e-02
#> 2248 b_cyl -2.489185877 5.868109e-02
#> 2249 b_cyl -2.485716456 5.975871e-02
#> 2250 b_cyl -2.482247034 6.085212e-02
#> 2251 b_cyl -2.478777613 6.196464e-02
#> 2252 b_cyl -2.475308191 6.309559e-02
#> 2253 b_cyl -2.471838770 6.424426e-02
#> 2254 b_cyl -2.468369349 6.541119e-02
#> 2255 b_cyl -2.464899927 6.659691e-02
#> 2256 b_cyl -2.461430506 6.780195e-02
#> 2257 b_cyl -2.457961084 6.902918e-02
#> 2258 b_cyl -2.454491663 7.027953e-02
#> 2259 b_cyl -2.451022242 7.155104e-02
#> 2260 b_cyl -2.447552820 7.284416e-02
#> 2261 b_cyl -2.444083399 7.415937e-02
#> 2262 b_cyl -2.440613977 7.549711e-02
#> 2263 b_cyl -2.437144556 7.685937e-02
#> 2264 b_cyl -2.433675135 7.824921e-02
#> 2265 b_cyl -2.430205713 7.966304e-02
#> 2266 b_cyl -2.426736292 8.110124e-02
#> 2267 b_cyl -2.423266870 8.256415e-02
#> 2268 b_cyl -2.419797449 8.405209e-02
#> 2269 b_cyl -2.416328028 8.556583e-02
#> 2270 b_cyl -2.412858606 8.711099e-02
#> 2271 b_cyl -2.409389185 8.868225e-02
#> 2272 b_cyl -2.405919763 9.027985e-02
#> 2273 b_cyl -2.402450342 9.190405e-02
#> 2274 b_cyl -2.398980921 9.355508e-02
#> 2275 b_cyl -2.395511499 9.523318e-02
#> 2276 b_cyl -2.392042078 9.694428e-02
#> 2277 b_cyl -2.388572656 9.868387e-02
#> 2278 b_cyl -2.385103235 1.004513e-01
#> 2279 b_cyl -2.381633814 1.022468e-01
#> 2280 b_cyl -2.378164392 1.040705e-01
#> 2281 b_cyl -2.374694971 1.059227e-01
#> 2282 b_cyl -2.371225549 1.078083e-01
#> 2283 b_cyl -2.367756128 1.097251e-01
#> 2284 b_cyl -2.364286707 1.116713e-01
#> 2285 b_cyl -2.360817285 1.136470e-01
#> 2286 b_cyl -2.357347864 1.156525e-01
#> 2287 b_cyl -2.353878442 1.176880e-01
#> 2288 b_cyl -2.350409021 1.197572e-01
#> 2289 b_cyl -2.346939600 1.218610e-01
#> 2290 b_cyl -2.343470178 1.239959e-01
#> 2291 b_cyl -2.340000757 1.261621e-01
#> 2292 b_cyl -2.336531335 1.283600e-01
#> 2293 b_cyl -2.333061914 1.305898e-01
#> 2294 b_cyl -2.329592493 1.328540e-01
#> 2295 b_cyl -2.326123071 1.351567e-01
#> 2296 b_cyl -2.322653650 1.374925e-01
#> 2297 b_cyl -2.319184228 1.398618e-01
#> 2298 b_cyl -2.315714807 1.422650e-01
#> 2299 b_cyl -2.312245386 1.447023e-01
#> 2300 b_cyl -2.308775964 1.471745e-01
#> 2301 b_cyl -2.305306543 1.496895e-01
#> 2302 b_cyl -2.301837121 1.522399e-01
#> 2303 b_cyl -2.298367700 1.548259e-01
#> 2304 b_cyl -2.294898279 1.574479e-01
#> 2305 b_cyl -2.291428857 1.601061e-01
#> 2306 b_cyl -2.287959436 1.628008e-01
#> 2307 b_cyl -2.284490014 1.655399e-01
#> 2308 b_cyl -2.281020593 1.683174e-01
#> 2309 b_cyl -2.277551172 1.711324e-01
#> 2310 b_cyl -2.274081750 1.739851e-01
#> 2311 b_cyl -2.270612329 1.768756e-01
#> 2312 b_cyl -2.267142907 1.798042e-01
#> 2313 b_cyl -2.263673486 1.827770e-01
#> 2314 b_cyl -2.260204065 1.857914e-01
#> 2315 b_cyl -2.256734643 1.888446e-01
#> 2316 b_cyl -2.253265222 1.919365e-01
#> 2317 b_cyl -2.249795800 1.950673e-01
#> 2318 b_cyl -2.246326379 1.982372e-01
#> 2319 b_cyl -2.242856958 2.014504e-01
#> 2320 b_cyl -2.239387536 2.047081e-01
#> 2321 b_cyl -2.235918115 2.080053e-01
#> 2322 b_cyl -2.232448693 2.113420e-01
#> 2323 b_cyl -2.228979272 2.147183e-01
#> 2324 b_cyl -2.225509851 2.181343e-01
#> 2325 b_cyl -2.222040429 2.215925e-01
#> 2326 b_cyl -2.218571008 2.250978e-01
#> 2327 b_cyl -2.215101586 2.286432e-01
#> 2328 b_cyl -2.211632165 2.322289e-01
#> 2329 b_cyl -2.208162744 2.358549e-01
#> 2330 b_cyl -2.204693322 2.395213e-01
#> 2331 b_cyl -2.201223901 2.432287e-01
#> 2332 b_cyl -2.197754479 2.469861e-01
#> 2333 b_cyl -2.194285058 2.507844e-01
#> 2334 b_cyl -2.190815637 2.546236e-01
#> 2335 b_cyl -2.187346215 2.585040e-01
#> 2336 b_cyl -2.183876794 2.624256e-01
#> 2337 b_cyl -2.180407372 2.663886e-01
#> 2338 b_cyl -2.176937951 2.704011e-01
#> 2339 b_cyl -2.173468530 2.744568e-01
#> 2340 b_cyl -2.169999108 2.785540e-01
#> 2341 b_cyl -2.166529687 2.826927e-01
#> 2342 b_cyl -2.163060265 2.868729e-01
#> 2343 b_cyl -2.159590844 2.910945e-01
#> 2344 b_cyl -2.156121423 2.953635e-01
#> 2345 b_cyl -2.152652001 2.996772e-01
#> 2346 b_cyl -2.149182580 3.040317e-01
#> 2347 b_cyl -2.145713158 3.084266e-01
#> 2348 b_cyl -2.142243737 3.128616e-01
#> 2349 b_cyl -2.138774316 3.173363e-01
#> 2350 b_cyl -2.135304894 3.218539e-01
#> 2351 b_cyl -2.131835473 3.264149e-01
#> 2352 b_cyl -2.128366051 3.310133e-01
#> 2353 b_cyl -2.124896630 3.356482e-01
#> 2354 b_cyl -2.121427209 3.403187e-01
#> 2355 b_cyl -2.117957787 3.450238e-01
#> 2356 b_cyl -2.114488366 3.497640e-01
#> 2357 b_cyl -2.111018944 3.545418e-01
#> 2358 b_cyl -2.107549523 3.593498e-01
#> 2359 b_cyl -2.104080102 3.641863e-01
#> 2360 b_cyl -2.100610680 3.690498e-01
#> 2361 b_cyl -2.097141259 3.739386e-01
#> 2362 b_cyl -2.093671837 3.788511e-01
#> 2363 b_cyl -2.090202416 3.837897e-01
#> 2364 b_cyl -2.086732995 3.887468e-01
#> 2365 b_cyl -2.083263573 3.937204e-01
#> 2366 b_cyl -2.079794152 3.987082e-01
#> 2367 b_cyl -2.076324730 4.037080e-01
#> 2368 b_cyl -2.072855309 4.087177e-01
#> 2369 b_cyl -2.069385888 4.137355e-01
#> 2370 b_cyl -2.065916466 4.187571e-01
#> 2371 b_cyl -2.062447045 4.237799e-01
#> 2372 b_cyl -2.058977623 4.288012e-01
#> 2373 b_cyl -2.055508202 4.338186e-01
#> 2374 b_cyl -2.052038781 4.388295e-01
#> 2375 b_cyl -2.048569359 4.438297e-01
#> 2376 b_cyl -2.045099938 4.488161e-01
#> 2377 b_cyl -2.041630516 4.537870e-01
#> 2378 b_cyl -2.038161095 4.587400e-01
#> 2379 b_cyl -2.034691674 4.636727e-01
#> 2380 b_cyl -2.031222252 4.685828e-01
#> 2381 b_cyl -2.027752831 4.734652e-01
#> 2382 b_cyl -2.024283409 4.783155e-01
#> 2383 b_cyl -2.020813988 4.831352e-01
#> 2384 b_cyl -2.017344567 4.879223e-01
#> 2385 b_cyl -2.013875145 4.926748e-01
#> 2386 b_cyl -2.010405724 4.973909e-01
#> 2387 b_cyl -2.006936302 5.020669e-01
#> 2388 b_cyl -2.003466881 5.066949e-01
#> 2389 b_cyl -1.999997460 5.112807e-01
#> 2390 b_cyl -1.996528038 5.158229e-01
#> 2391 b_cyl -1.993058617 5.203204e-01
#> 2392 b_cyl -1.989589195 5.247720e-01
#> 2393 b_cyl -1.986119774 5.291767e-01
#> 2394 b_cyl -1.982650353 5.335220e-01
#> 2395 b_cyl -1.979180931 5.378185e-01
#> 2396 b_cyl -1.975711510 5.420655e-01
#> 2397 b_cyl -1.972242088 5.462626e-01
#> 2398 b_cyl -1.968772667 5.504096e-01
#> 2399 b_cyl -1.965303246 5.545063e-01
#> 2400 b_cyl -1.961833824 5.585429e-01
#> 2401 b_cyl -1.958364403 5.625268e-01
#> 2402 b_cyl -1.954894981 5.664606e-01
#> 2403 b_cyl -1.951425560 5.703446e-01
#> 2404 b_cyl -1.947956139 5.741794e-01
#> 2405 b_cyl -1.944486717 5.779654e-01
#> 2406 b_cyl -1.941017296 5.816967e-01
#> 2407 b_cyl -1.937547874 5.853766e-01
#> 2408 b_cyl -1.934078453 5.890105e-01
#> 2409 b_cyl -1.930609032 5.925996e-01
#> 2410 b_cyl -1.927139610 5.961450e-01
#> 2411 b_cyl -1.923670189 5.996478e-01
#> 2412 b_cyl -1.920200767 6.031057e-01
#> 2413 b_cyl -1.916731346 6.065188e-01
#> 2414 b_cyl -1.913261925 6.098943e-01
#> 2415 b_cyl -1.909792503 6.132341e-01
#> 2416 b_cyl -1.906323082 6.165398e-01
#> 2417 b_cyl -1.902853660 6.198132e-01
#> 2418 b_cyl -1.899384239 6.230548e-01
#> 2419 b_cyl -1.895914818 6.262632e-01
#> 2420 b_cyl -1.892445396 6.294462e-01
#> 2421 b_cyl -1.888975975 6.326059e-01
#> 2422 b_cyl -1.885506553 6.357446e-01
#> 2423 b_cyl -1.882037132 6.388643e-01
#> 2424 b_cyl -1.878567711 6.419674e-01
#> 2425 b_cyl -1.875098289 6.450535e-01
#> 2426 b_cyl -1.871628868 6.481290e-01
#> 2427 b_cyl -1.868159446 6.511962e-01
#> 2428 b_cyl -1.864690025 6.542575e-01
#> 2429 b_cyl -1.861220604 6.573153e-01
#> 2430 b_cyl -1.857751182 6.603720e-01
#> 2431 b_cyl -1.854281761 6.634307e-01
#> 2432 b_cyl -1.850812339 6.664946e-01
#> 2433 b_cyl -1.847342918 6.695659e-01
#> 2434 b_cyl -1.843873497 6.726467e-01
#> 2435 b_cyl -1.840404075 6.757393e-01
#> 2436 b_cyl -1.836934654 6.788458e-01
#> 2437 b_cyl -1.833465232 6.819709e-01
#> 2438 b_cyl -1.829995811 6.851168e-01
#> 2439 b_cyl -1.826526390 6.882836e-01
#> 2440 b_cyl -1.823056968 6.914731e-01
#> 2441 b_cyl -1.819587547 6.946868e-01
#> 2442 b_cyl -1.816118125 6.979262e-01
#> 2443 b_cyl -1.812648704 7.011952e-01
#> 2444 b_cyl -1.809179283 7.044970e-01
#> 2445 b_cyl -1.805709861 7.078285e-01
#> 2446 b_cyl -1.802240440 7.111905e-01
#> 2447 b_cyl -1.798771018 7.145834e-01
#> 2448 b_cyl -1.795301597 7.180077e-01
#> 2449 b_cyl -1.791832176 7.214650e-01
#> 2450 b_cyl -1.788362754 7.249601e-01
#> 2451 b_cyl -1.784893333 7.284864e-01
#> 2452 b_cyl -1.781423911 7.320436e-01
#> 2453 b_cyl -1.777954490 7.356310e-01
#> 2454 b_cyl -1.774485069 7.392476e-01
#> 2455 b_cyl -1.771015647 7.428926e-01
#> 2456 b_cyl -1.767546226 7.465705e-01
#> 2457 b_cyl -1.764076804 7.502735e-01
#> 2458 b_cyl -1.760607383 7.539997e-01
#> 2459 b_cyl -1.757137962 7.577474e-01
#> 2460 b_cyl -1.753668540 7.615145e-01
#> 2461 b_cyl -1.750199119 7.652990e-01
#> 2462 b_cyl -1.746729697 7.691010e-01
#> 2463 b_cyl -1.743260276 7.729153e-01
#> 2464 b_cyl -1.739790855 7.767385e-01
#> 2465 b_cyl -1.736321433 7.805682e-01
#> 2466 b_cyl -1.732852012 7.844016e-01
#> 2467 b_cyl -1.729382590 7.882361e-01
#> 2468 b_cyl -1.725913169 7.920683e-01
#> 2469 b_cyl -1.722443748 7.958940e-01
#> 2470 b_cyl -1.718974326 7.997107e-01
#> 2471 b_cyl -1.715504905 8.035157e-01
#> 2472 b_cyl -1.712035483 8.073060e-01
#> 2473 b_cyl -1.708566062 8.110790e-01
#> 2474 b_cyl -1.705096641 8.148299e-01
#> 2475 b_cyl -1.701627219 8.185532e-01
#> 2476 b_cyl -1.698157798 8.222494e-01
#> 2477 b_cyl -1.694688376 8.259161e-01
#> 2478 b_cyl -1.691218955 8.295508e-01
#> 2479 b_cyl -1.687749534 8.331511e-01
#> 2480 b_cyl -1.684280112 8.367134e-01
#> 2481 b_cyl -1.680810691 8.402282e-01
#> 2482 b_cyl -1.677341269 8.437010e-01
#> 2483 b_cyl -1.673871848 8.471300e-01
#> 2484 b_cyl -1.670402427 8.505134e-01
#> 2485 b_cyl -1.666933005 8.538496e-01
#> 2486 b_cyl -1.663463584 8.571372e-01
#> 2487 b_cyl -1.659994162 8.603629e-01
#> 2488 b_cyl -1.656524741 8.635360e-01
#> 2489 b_cyl -1.653055320 8.666560e-01
#> 2490 b_cyl -1.649585898 8.697219e-01
#> 2491 b_cyl -1.646116477 8.727330e-01
#> 2492 b_cyl -1.642647055 8.756885e-01
#> 2493 b_cyl -1.639177634 8.785776e-01
#> 2494 b_cyl -1.635708213 8.814060e-01
#> 2495 b_cyl -1.632238791 8.841767e-01
#> 2496 b_cyl -1.628769370 8.868895e-01
#> 2497 b_cyl -1.625299948 8.895439e-01
#> 2498 b_cyl -1.621830527 8.921396e-01
#> 2499 b_cyl -1.618361106 8.946688e-01
#> 2500 b_cyl -1.614891684 8.971321e-01
#> 2501 b_cyl -1.611422263 8.995359e-01
#> 2502 b_cyl -1.607952841 9.018798e-01
#> 2503 b_cyl -1.604483420 9.041636e-01
#> 2504 b_cyl -1.601013999 9.063870e-01
#> 2505 b_cyl -1.597544577 9.085449e-01
#> 2506 b_cyl -1.594075156 9.106317e-01
#> 2507 b_cyl -1.590605734 9.126566e-01
#> 2508 b_cyl -1.587136313 9.146192e-01
#> 2509 b_cyl -1.583666892 9.165187e-01
#> 2510 b_cyl -1.580197470 9.183545e-01
#> 2511 b_cyl -1.576728049 9.201238e-01
#> 2512 b_cyl -1.573258627 9.218137e-01
#> 2513 b_cyl -1.569789206 9.234367e-01
#> 2514 b_cyl -1.566319785 9.249916e-01
#> 2515 b_cyl -1.562850363 9.264771e-01
#> 2516 b_cyl -1.559380942 9.278920e-01
#> 2517 b_cyl -1.555911520 9.292350e-01
#> 2518 b_cyl -1.552442099 9.304878e-01
#> 2519 b_cyl -1.548972678 9.316634e-01
#> 2520 b_cyl -1.545503256 9.327613e-01
#> 2521 b_cyl -1.542033835 9.337799e-01
#> 2522 b_cyl -1.538564413 9.347175e-01
#> 2523 b_cyl -1.535094992 9.355723e-01
#> 2524 b_cyl -1.531625571 9.363274e-01
#> 2525 b_cyl -1.528156149 9.369893e-01
#> 2526 b_cyl -1.524686728 9.375619e-01
#> 2527 b_cyl -1.521217306 9.380433e-01
#> 2528 b_cyl -1.517747885 9.384319e-01
#> 2529 b_cyl -1.514278464 9.387259e-01
#> 2530 b_cyl -1.510809042 9.389116e-01
#> 2531 b_cyl -1.507339621 9.389877e-01
#> 2532 b_cyl -1.503870200 9.389637e-01
#> 2533 b_cyl -1.500400778 9.388386e-01
#> 2534 b_cyl -1.496931357 9.386112e-01
#> 2535 b_cyl -1.493461935 9.382804e-01
#> 2536 b_cyl -1.489992514 9.378377e-01
#> 2537 b_cyl -1.486523093 9.372730e-01
#> 2538 b_cyl -1.483053671 9.366028e-01
#> 2539 b_cyl -1.479584250 9.358271e-01
#> 2540 b_cyl -1.476114828 9.349460e-01
#> 2541 b_cyl -1.472645407 9.339596e-01
#> 2542 b_cyl -1.469175986 9.328657e-01
#> 2543 b_cyl -1.465706564 9.316461e-01
#> 2544 b_cyl -1.462237143 9.303239e-01
#> 2545 b_cyl -1.458767721 9.289004e-01
#> 2546 b_cyl -1.455298300 9.273771e-01
#> 2547 b_cyl -1.451828879 9.257557e-01
#> 2548 b_cyl -1.448359457 9.240379e-01
#> 2549 b_cyl -1.444890036 9.222062e-01
#> 2550 b_cyl -1.441420614 9.202819e-01
#> 2551 b_cyl -1.437951193 9.182695e-01
#> 2552 b_cyl -1.434481772 9.161719e-01
#> 2553 b_cyl -1.431012350 9.139917e-01
#> 2554 b_cyl -1.427542929 9.117320e-01
#> 2555 b_cyl -1.424073507 9.093837e-01
#> 2556 b_cyl -1.420604086 9.069588e-01
#> 2557 b_cyl -1.417134665 9.044659e-01
#> 2558 b_cyl -1.413665243 9.019084e-01
#> 2559 b_cyl -1.410195822 8.992897e-01
#> 2560 b_cyl -1.406726400 8.966132e-01
#> 2561 b_cyl -1.403256979 8.938765e-01
#> 2562 b_cyl -1.399787558 8.910848e-01
#> 2563 b_cyl -1.396318136 8.882477e-01
#> 2564 b_cyl -1.392848715 8.853685e-01
#> 2565 b_cyl -1.389379293 8.824507e-01
#> 2566 b_cyl -1.385909872 8.794974e-01
#> 2567 b_cyl -1.382440451 8.765097e-01
#> 2568 b_cyl -1.378971029 8.734892e-01
#> 2569 b_cyl -1.375501608 8.704439e-01
#> 2570 b_cyl -1.372032186 8.673765e-01
#> 2571 b_cyl -1.368562765 8.642896e-01
#> 2572 b_cyl -1.365093344 8.611855e-01
#> 2573 b_cyl -1.361623922 8.580662e-01
#> 2574 b_cyl -1.358154501 8.549321e-01
#> 2575 b_cyl -1.354685079 8.517881e-01
#> 2576 b_cyl -1.351215658 8.486357e-01
#> 2577 b_cyl -1.347746237 8.454765e-01
#> 2578 b_cyl -1.344276815 8.423116e-01
#> 2579 b_cyl -1.340807394 8.391421e-01
#> 2580 b_cyl -1.337337972 8.359684e-01
#> 2581 b_cyl -1.333868551 8.327921e-01
#> 2582 b_cyl -1.330399130 8.296135e-01
#> 2583 b_cyl -1.326929708 8.264330e-01
#> 2584 b_cyl -1.323460287 8.232507e-01
#> 2585 b_cyl -1.319990865 8.200666e-01
#> 2586 b_cyl -1.316521444 8.168801e-01
#> 2587 b_cyl -1.313052023 8.136908e-01
#> 2588 b_cyl -1.309582601 8.104985e-01
#> 2589 b_cyl -1.306113180 8.073023e-01
#> 2590 b_cyl -1.302643758 8.041017e-01
#> 2591 b_cyl -1.299174337 8.008956e-01
#> 2592 b_cyl -1.295704916 7.976824e-01
#> 2593 b_cyl -1.292235494 7.944604e-01
#> 2594 b_cyl -1.288766073 7.912293e-01
#> 2595 b_cyl -1.285296651 7.879879e-01
#> 2596 b_cyl -1.281827230 7.847349e-01
#> 2597 b_cyl -1.278357809 7.814691e-01
#> 2598 b_cyl -1.274888387 7.781882e-01
#> 2599 b_cyl -1.271418966 7.748886e-01
#> 2600 b_cyl -1.267949544 7.715715e-01
#> 2601 b_cyl -1.264480123 7.682356e-01
#> 2602 b_cyl -1.261010702 7.648794e-01
#> 2603 b_cyl -1.257541280 7.615018e-01
#> 2604 b_cyl -1.254071859 7.581011e-01
#> 2605 b_cyl -1.250602437 7.546706e-01
#> 2606 b_cyl -1.247133016 7.512143e-01
#> 2607 b_cyl -1.243663595 7.477311e-01
#> 2608 b_cyl -1.240194173 7.442199e-01
#> 2609 b_cyl -1.236724752 7.406797e-01
#> 2610 b_cyl -1.233255330 7.371096e-01
#> 2611 b_cyl -1.229785909 7.335020e-01
#> 2612 b_cyl -1.226316488 7.298616e-01
#> 2613 b_cyl -1.222847066 7.261885e-01
#> 2614 b_cyl -1.219377645 7.224822e-01
#> 2615 b_cyl -1.215908223 7.187423e-01
#> 2616 b_cyl -1.212438802 7.149683e-01
#> 2617 b_cyl -1.208969381 7.111544e-01
#> 2618 b_cyl -1.205499959 7.073032e-01
#> 2619 b_cyl -1.202030538 7.034172e-01
#> 2620 b_cyl -1.198561116 6.994965e-01
#> 2621 b_cyl -1.195091695 6.955413e-01
#> 2622 b_cyl -1.191622274 6.915518e-01
#> 2623 b_cyl -1.188152852 6.875246e-01
#> 2624 b_cyl -1.184683431 6.834597e-01
#> 2625 b_cyl -1.181214009 6.793620e-01
#> 2626 b_cyl -1.177744588 6.752323e-01
#> 2627 b_cyl -1.174275167 6.710711e-01
#> 2628 b_cyl -1.170805745 6.668794e-01
#> 2629 b_cyl -1.167336324 6.626563e-01
#> 2630 b_cyl -1.163866902 6.583999e-01
#> 2631 b_cyl -1.160397481 6.541165e-01
#> 2632 b_cyl -1.156928060 6.498074e-01
#> 2633 b_cyl -1.153458638 6.454737e-01
#> 2634 b_cyl -1.149989217 6.411168e-01
#> 2635 b_cyl -1.146519795 6.367378e-01
#> 2636 b_cyl -1.143050374 6.323343e-01
#> 2637 b_cyl -1.139580953 6.279128e-01
#> 2638 b_cyl -1.136111531 6.234749e-01
#> 2639 b_cyl -1.132642110 6.190221e-01
#> 2640 b_cyl -1.129172688 6.145560e-01
#> 2641 b_cyl -1.125703267 6.100785e-01
#> 2642 b_cyl -1.122233846 6.055897e-01
#> 2643 b_cyl -1.118764424 6.010935e-01
#> 2644 b_cyl -1.115295003 5.965921e-01
#> 2645 b_cyl -1.111825581 5.920873e-01
#> 2646 b_cyl -1.108356160 5.875809e-01
#> 2647 b_cyl -1.104886739 5.830745e-01
#> 2648 b_cyl -1.101417317 5.785709e-01
#> 2649 b_cyl -1.097947896 5.740723e-01
#> 2650 b_cyl -1.094478474 5.695805e-01
#> 2651 b_cyl -1.091009053 5.650970e-01
#> 2652 b_cyl -1.087539632 5.606237e-01
#> 2653 b_cyl -1.084070210 5.561624e-01
#> 2654 b_cyl -1.080600789 5.517163e-01
#> 2655 b_cyl -1.077131367 5.472885e-01
#> 2656 b_cyl -1.073661946 5.428785e-01
#> 2657 b_cyl -1.070192525 5.384880e-01
#> 2658 b_cyl -1.066723103 5.341186e-01
#> 2659 b_cyl -1.063253682 5.297715e-01
#> 2660 b_cyl -1.059784260 5.254498e-01
#> 2661 b_cyl -1.056314839 5.211584e-01
#> 2662 b_cyl -1.052845418 5.168943e-01
#> 2663 b_cyl -1.049375996 5.126585e-01
#> 2664 b_cyl -1.045906575 5.084522e-01
#> 2665 b_cyl -1.042437153 5.042764e-01
#> 2666 b_cyl -1.038967732 5.001322e-01
#> 2667 b_cyl -1.035498311 4.960280e-01
#> 2668 b_cyl -1.032028889 4.919571e-01
#> 2669 b_cyl -1.028559468 4.879203e-01
#> 2670 b_cyl -1.025090046 4.839179e-01
#> 2671 b_cyl -1.021620625 4.799504e-01
#> 2672 b_cyl -1.018151204 4.760182e-01
#> 2673 b_cyl -1.014681782 4.721284e-01
#> 2674 b_cyl -1.011212361 4.682756e-01
#> 2675 b_cyl -1.007742939 4.644584e-01
#> 2676 b_cyl -1.004273518 4.606764e-01
#> 2677 b_cyl -1.000804097 4.569296e-01
#> 2678 b_cyl -0.997334675 4.532176e-01
#> 2679 b_cyl -0.993865254 4.495450e-01
#> 2680 b_cyl -0.990395832 4.459088e-01
#> 2681 b_cyl -0.986926411 4.423054e-01
#> 2682 b_cyl -0.983456990 4.387341e-01
#> 2683 b_cyl -0.979987568 4.351939e-01
#> 2684 b_cyl -0.976518147 4.316841e-01
#> 2685 b_cyl -0.973048725 4.282063e-01
#> 2686 b_cyl -0.969579304 4.247601e-01
#> 2687 b_cyl -0.966109883 4.213404e-01
#> 2688 b_cyl -0.962640461 4.179458e-01
#> 2689 b_cyl -0.959171040 4.145752e-01
#> 2690 b_cyl -0.955701618 4.112273e-01
#> 2691 b_cyl -0.952232197 4.079018e-01
#> 2692 b_cyl -0.948762776 4.045993e-01
#> 2693 b_cyl -0.945293354 4.013145e-01
#> 2694 b_cyl -0.941823933 3.980460e-01
#> 2695 b_cyl -0.938354511 3.947924e-01
#> 2696 b_cyl -0.934885090 3.915523e-01
#> 2697 b_cyl -0.931415669 3.883242e-01
#> 2698 b_cyl -0.927946247 3.851086e-01
#> 2699 b_cyl -0.924476826 3.819013e-01
#> 2700 b_cyl -0.921007404 3.787010e-01
#> 2701 b_cyl -0.917537983 3.755062e-01
#> 2702 b_cyl -0.914068562 3.723156e-01
#> 2703 b_cyl -0.910599140 3.691279e-01
#> 2704 b_cyl -0.907129719 3.659419e-01
#> 2705 b_cyl -0.903660297 3.627555e-01
#> 2706 b_cyl -0.900190876 3.595677e-01
#> 2707 b_cyl -0.896721455 3.563773e-01
#> 2708 b_cyl -0.893252033 3.531833e-01
#> 2709 b_cyl -0.889782612 3.499845e-01
#> 2710 b_cyl -0.886313190 3.467792e-01
#> 2711 b_cyl -0.882843769 3.435662e-01
#> 2712 b_cyl -0.879374348 3.403453e-01
#> 2713 b_cyl -0.875904926 3.371157e-01
#> 2714 b_cyl -0.872435505 3.338769e-01
#> 2715 b_cyl -0.868966083 3.306280e-01
#> 2716 b_cyl -0.865496662 3.273675e-01
#> 2717 b_cyl -0.862027241 3.240940e-01
#> 2718 b_cyl -0.858557819 3.208088e-01
#> 2719 b_cyl -0.855088398 3.175115e-01
#> 2720 b_cyl -0.851618976 3.142018e-01
#> 2721 b_cyl -0.848149555 3.108795e-01
#> 2722 b_cyl -0.844680134 3.075438e-01
#> 2723 b_cyl -0.841210712 3.041927e-01
#> 2724 b_cyl -0.837741291 3.008289e-01
#> 2725 b_cyl -0.834271869 2.974524e-01
#> 2726 b_cyl -0.830802448 2.940634e-01
#> 2727 b_cyl -0.827333027 2.906622e-01
#> 2728 b_cyl -0.823863605 2.872491e-01
#> 2729 b_cyl -0.820394184 2.838220e-01
#> 2730 b_cyl -0.816924762 2.803842e-01
#> 2731 b_cyl -0.813455341 2.769365e-01
#> 2732 b_cyl -0.809985920 2.734796e-01
#> 2733 b_cyl -0.806516498 2.700143e-01
#> 2734 b_cyl -0.803047077 2.665414e-01
#> 2735 b_cyl -0.799577655 2.630610e-01
#> 2736 b_cyl -0.796108234 2.595755e-01
#> 2737 b_cyl -0.792638813 2.560864e-01
#> 2738 b_cyl -0.789169391 2.525951e-01
#> 2739 b_cyl -0.785699970 2.491028e-01
#> 2740 b_cyl -0.782230548 2.456110e-01
#> 2741 b_cyl -0.778761127 2.421219e-01
#> 2742 b_cyl -0.775291706 2.386378e-01
#> 2743 b_cyl -0.771822284 2.351600e-01
#> 2744 b_cyl -0.768352863 2.316904e-01
#> 2745 b_cyl -0.764883441 2.282309e-01
#> 2746 b_cyl -0.761414020 2.247833e-01
#> 2747 b_cyl -0.757944599 2.213511e-01
#> 2748 b_cyl -0.754475177 2.179381e-01
#> 2749 b_cyl -0.751005756 2.145442e-01
#> 2750 b_cyl -0.747536334 2.111715e-01
#> 2751 b_cyl -0.744066913 2.078220e-01
#> 2752 b_cyl -0.740597492 2.044978e-01
#> 2753 b_cyl -0.737128070 2.012023e-01
#> 2754 b_cyl -0.733658649 1.979428e-01
#> 2755 b_cyl -0.730189227 1.947159e-01
#> 2756 b_cyl -0.726719806 1.915235e-01
#> 2757 b_cyl -0.723250385 1.883676e-01
#> 2758 b_cyl -0.719780963 1.852500e-01
#> 2759 b_cyl -0.716311542 1.821723e-01
#> 2760 b_cyl -0.712842120 1.791467e-01
#> 2761 b_cyl -0.709372699 1.761654e-01
#> 2762 b_cyl -0.705903278 1.732297e-01
#> 2763 b_cyl -0.702433856 1.703408e-01
#> 2764 b_cyl -0.698964435 1.674999e-01
#> 2765 b_cyl -0.695495013 1.647081e-01
#> 2766 b_cyl -0.692025592 1.619757e-01
#> 2767 b_cyl -0.688556171 1.592971e-01
#> 2768 b_cyl -0.685086749 1.566702e-01
#> 2769 b_cyl -0.681617328 1.540952e-01
#> 2770 b_cyl -0.678147906 1.515725e-01
#> 2771 b_cyl -0.674678485 1.491022e-01
#> 2772 b_cyl -0.671209064 1.466912e-01
#> 2773 b_cyl -0.667739642 1.443375e-01
#> 2774 b_cyl -0.664270221 1.420351e-01
#> 2775 b_cyl -0.660800799 1.397835e-01
#> 2776 b_cyl -0.657331378 1.375820e-01
#> 2777 b_cyl -0.653861957 1.354298e-01
#> 2778 b_cyl -0.650392535 1.333299e-01
#> 2779 b_cyl -0.646923114 1.312838e-01
#> 2780 b_cyl -0.643453692 1.292828e-01
#> 2781 b_cyl -0.639984271 1.273257e-01
#> 2782 b_cyl -0.636514850 1.254110e-01
#> 2783 b_cyl -0.633045428 1.235372e-01
#> 2784 b_cyl -0.629576007 1.217042e-01
#> 2785 b_cyl -0.626106585 1.199158e-01
#> 2786 b_cyl -0.622637164 1.181624e-01
#> 2787 b_cyl -0.619167743 1.164424e-01
#> 2788 b_cyl -0.615698321 1.147540e-01
#> 2789 b_cyl -0.612228900 1.130956e-01
#> 2790 b_cyl -0.608759478 1.114654e-01
#> 2791 b_cyl -0.605290057 1.098674e-01
#> 2792 b_cyl -0.601820636 1.082935e-01
#> 2793 b_cyl -0.598351214 1.067420e-01
#> 2794 b_cyl -0.594881793 1.052115e-01
#> 2795 b_cyl -0.591412371 1.037004e-01
#> 2796 b_cyl -0.587942950 1.022075e-01
#> 2797 b_cyl -0.584473529 1.007340e-01
#> 2798 b_cyl -0.581004107 9.927636e-02
#> 2799 b_cyl -0.577534686 9.783256e-02
#> 2800 b_cyl -0.574065264 9.640166e-02
#> 2801 b_cyl -0.570595843 9.498279e-02
#> 2802 b_cyl -0.567126422 9.357518e-02
#> 2803 b_cyl -0.563657000 9.217946e-02
#> 2804 b_cyl -0.560187579 9.079460e-02
#> 2805 b_cyl -0.556718157 8.941911e-02
#> 2806 b_cyl -0.553248736 8.805272e-02
#> 2807 b_cyl -0.549779315 8.669525e-02
#> 2808 b_cyl -0.546309893 8.534660e-02
#> 2809 b_cyl -0.542840472 8.400751e-02
#> 2810 b_cyl -0.539371050 8.267875e-02
#> 2811 b_cyl -0.535901629 8.135920e-02
#> 2812 b_cyl -0.532432208 8.004918e-02
#> 2813 b_cyl -0.528962786 7.874903e-02
#> 2814 b_cyl -0.525493365 7.745917e-02
#> 2815 b_cyl -0.522023943 7.618047e-02
#> 2816 b_cyl -0.518554522 7.491558e-02
#> 2817 b_cyl -0.515085101 7.366289e-02
#> 2818 b_cyl -0.511615679 7.242302e-02
#> 2819 b_cyl -0.508146258 7.119660e-02
#> 2820 b_cyl -0.504676836 6.998427e-02
#> 2821 b_cyl -0.501207415 6.878668e-02
#> 2822 b_cyl -0.497737994 6.760816e-02
#> 2823 b_cyl -0.494268572 6.644627e-02
#> 2824 b_cyl -0.490799151 6.530140e-02
#> 2825 b_cyl -0.487329729 6.417415e-02
#> 2826 b_cyl -0.483860308 6.306505e-02
#> 2827 b_cyl -0.480390887 6.197466e-02
#> 2828 b_cyl -0.476921465 6.090694e-02
#> 2829 b_cyl -0.473452044 5.986026e-02
#> 2830 b_cyl -0.469982622 5.883379e-02
#> 2831 b_cyl -0.466513201 5.782781e-02
#> 2832 b_cyl -0.463043780 5.684257e-02
#> 2833 b_cyl -0.459574358 5.587824e-02
#> 2834 b_cyl -0.456104937 5.493767e-02
#> 2835 b_cyl -0.452635515 5.402051e-02
#> 2836 b_cyl -0.449166094 5.312440e-02
#> 2837 b_cyl -0.445696673 5.224921e-02
#> 2838 b_cyl -0.442227251 5.139477e-02
#> 2839 b_cyl -0.438757830 5.056085e-02
#> 2840 b_cyl -0.435288408 4.974872e-02
#> 2841 b_cyl -0.431818987 4.895941e-02
#> 2842 b_cyl -0.428349566 4.818927e-02
#> 2843 b_cyl -0.424880144 4.743779e-02
#> 2844 b_cyl -0.421410723 4.670442e-02
#> 2845 b_cyl -0.417941301 4.598857e-02
#> 2846 b_cyl -0.414471880 4.529010e-02
#> 2847 b_cyl -0.411002459 4.461092e-02
#> 2848 b_cyl -0.407533037 4.394680e-02
#> 2849 b_cyl -0.404063616 4.329699e-02
#> 2850 b_cyl -0.400594194 4.266072e-02
#> 2851 b_cyl -0.397124773 4.203721e-02
#> 2852 b_cyl -0.393655352 4.142567e-02
#> 2853 b_cyl -0.390185930 4.082745e-02
#> 2854 b_cyl -0.386716509 4.023928e-02
#> 2855 b_cyl -0.383247087 3.966016e-02
#> 2856 b_cyl -0.379777666 3.908931e-02
#> 2857 b_cyl -0.376308245 3.852595e-02
#> 2858 b_cyl -0.372838823 3.796934e-02
#> 2859 b_cyl -0.369369402 3.741956e-02
#> 2860 b_cyl -0.365899980 3.687504e-02
#> 2861 b_cyl -0.362430559 3.633474e-02
#> 2862 b_cyl -0.358961138 3.579805e-02
#> 2863 b_cyl -0.355491716 3.526438e-02
#> 2864 b_cyl -0.352022295 3.473319e-02
#> 2865 b_cyl -0.348552873 3.420414e-02
#> 2866 b_cyl -0.345083452 3.367656e-02
#> 2867 b_cyl -0.341614031 3.314988e-02
#> 2868 b_cyl -0.338144609 3.262377e-02
#> 2869 b_cyl -0.334675188 3.209795e-02
#> 2870 b_cyl -0.331205766 3.157218e-02
#> 2871 b_cyl -0.327736345 3.104626e-02
#> 2872 b_cyl -0.324266924 3.051998e-02
#> 2873 b_cyl -0.320797502 2.999331e-02
#> 2874 b_cyl -0.317328081 2.946627e-02
#> 2875 b_cyl -0.313858659 2.893887e-02
#> 2876 b_cyl -0.310389238 2.841119e-02
#> 2877 b_cyl -0.306919817 2.788334e-02
#> 2878 b_cyl -0.303450395 2.735555e-02
#> 2879 b_cyl -0.299980974 2.682807e-02
#> 2880 b_cyl -0.296511552 2.630114e-02
#> 2881 b_cyl -0.293042131 2.577505e-02
#> 2882 b_cyl -0.289572710 2.525007e-02
#> 2883 b_cyl -0.286103288 2.472654e-02
#> 2884 b_cyl -0.282633867 2.420527e-02
#> 2885 b_cyl -0.279164445 2.368640e-02
#> 2886 b_cyl -0.275695024 2.317025e-02
#> 2887 b_cyl -0.272225603 2.265721e-02
#> 2888 b_cyl -0.268756181 2.214765e-02
#> 2889 b_cyl -0.265286760 2.164197e-02
#> 2890 b_cyl -0.261817338 2.114136e-02
#> 2891 b_cyl -0.258347917 2.064592e-02
#> 2892 b_cyl -0.254878496 2.015572e-02
#> 2893 b_cyl -0.251409074 1.967112e-02
#> 2894 b_cyl -0.247939653 1.919246e-02
#> 2895 b_cyl -0.244470231 1.872007e-02
#> 2896 b_cyl -0.241000810 1.825511e-02
#> 2897 b_cyl -0.237531389 1.779801e-02
#> 2898 b_cyl -0.234061967 1.734824e-02
#> 2899 b_cyl -0.230592546 1.690604e-02
#> 2900 b_cyl -0.227123124 1.647163e-02
#> 2901 b_cyl -0.223653703 1.604523e-02
#> 2902 b_cyl -0.220184282 1.562761e-02
#> 2903 b_cyl -0.216714860 1.521979e-02
#> 2904 b_cyl -0.213245439 1.482053e-02
#> 2905 b_cyl -0.209776017 1.442993e-02
#> 2906 b_cyl -0.206306596 1.404805e-02
#> 2907 b_cyl -0.202837175 1.367497e-02
#> 2908 b_cyl -0.199367753 1.331093e-02
#> 2909 b_cyl -0.195898332 1.295766e-02
#> 2910 b_cyl -0.192428910 1.261325e-02
#> 2911 b_cyl -0.188959489 1.227768e-02
#> 2912 b_cyl -0.185490068 1.195090e-02
#> 2913 b_cyl -0.182020646 1.163288e-02
#> 2914 b_cyl -0.178551225 1.132354e-02
#> 2915 b_cyl -0.175081803 1.102461e-02
#> 2916 b_cyl -0.171612382 1.073439e-02
#> 2917 b_cyl -0.168142961 1.045255e-02
#> 2918 b_cyl -0.164673539 1.017898e-02
#> 2919 b_cyl -0.161204118 9.913579e-03
#> 2920 b_cyl -0.157734696 9.656235e-03
#> 2921 b_cyl -0.154265275 9.408094e-03
#> 2922 b_cyl -0.150795854 9.168290e-03
#> 2923 b_cyl -0.147326432 8.936109e-03
#> 2924 b_cyl -0.143857011 8.711428e-03
#> 2925 b_cyl -0.140387589 8.494125e-03
#> 2926 b_cyl -0.136918168 8.284078e-03
#> 2927 b_cyl -0.133448747 8.081962e-03
#> 2928 b_cyl -0.129979325 7.887665e-03
#> 2929 b_cyl -0.126509904 7.700190e-03
#> 2930 b_cyl -0.123040482 7.519422e-03
#> 2931 b_cyl -0.119571061 7.345247e-03
#> 2932 b_cyl -0.116101640 7.177553e-03
#> 2933 b_cyl -0.112632218 7.016638e-03
#> 2934 b_cyl -0.109162797 6.863006e-03
#> 2935 b_cyl -0.105693375 6.715459e-03
#> 2936 b_cyl -0.102223954 6.573887e-03
#> 2937 b_cyl -0.098754533 6.438185e-03
#> 2938 b_cyl -0.095285111 6.308246e-03
#> 2939 b_cyl -0.091815690 6.184061e-03
#> 2940 b_cyl -0.088346269 6.066602e-03
#> 2941 b_cyl -0.084876847 5.954516e-03
#> 2942 b_cyl -0.081407426 5.847690e-03
#> 2943 b_cyl -0.077938004 5.746012e-03
#> 2944 b_cyl -0.074468583 5.649367e-03
#> 2945 b_cyl -0.070999162 5.557637e-03
#> 2946 b_cyl -0.067529740 5.471656e-03
#> 2947 b_cyl -0.064060319 5.390414e-03
#> 2948 b_cyl -0.060590897 5.313636e-03
#> 2949 b_cyl -0.057121476 5.241187e-03
#> 2950 b_cyl -0.053652055 5.172932e-03
#> 2951 b_cyl -0.050182633 5.108730e-03
#> 2952 b_cyl -0.046713212 5.049023e-03
#> 2953 b_cyl -0.043243790 4.993289e-03
#> 2954 b_cyl -0.039774369 4.941068e-03
#> 2955 b_cyl -0.036304948 4.892199e-03
#> 2956 b_cyl -0.032835526 4.846522e-03
#> 2957 b_cyl -0.029366105 4.803871e-03
#> 2958 b_cyl -0.025896683 4.764367e-03
#> 2959 b_cyl -0.022427262 4.727805e-03
#> 2960 b_cyl -0.018957841 4.693646e-03
#> 2961 b_cyl -0.015488419 4.661715e-03
#> 2962 b_cyl -0.012018998 4.631831e-03
#> 2963 b_cyl -0.008549576 4.603816e-03
#> 2964 b_cyl -0.005080155 4.577577e-03
#> 2965 b_cyl -0.001610734 4.553026e-03
#> 2966 b_cyl 0.001858688 4.529688e-03
#> 2967 b_cyl 0.005328109 4.507383e-03
#> 2968 b_cyl 0.008797531 4.485934e-03
#> 2969 b_cyl 0.012266952 4.465165e-03
#> 2970 b_cyl 0.015736373 4.444904e-03
#> 2971 b_cyl 0.019205795 4.424986e-03
#> 2972 b_cyl 0.022675216 4.405135e-03
#> 2973 b_cyl 0.026144638 4.385191e-03
#> 2974 b_cyl 0.029614059 4.365001e-03
#> 2975 b_cyl 0.033083480 4.344416e-03
#> 2976 b_cyl 0.036552902 4.323293e-03
#> 2977 b_cyl 0.040022323 4.301316e-03
#> 2978 b_cyl 0.043491745 4.278435e-03
#> 2979 b_cyl 0.046961166 4.254560e-03
#> 2980 b_cyl 0.050430587 4.229586e-03
#> 2981 b_cyl 0.053900009 4.203415e-03
#> 2982 b_cyl 0.057369430 4.175956e-03
#> 2983 b_cyl 0.060838852 4.146903e-03
#> 2984 b_cyl 0.064308273 4.116263e-03
#> 2985 b_cyl 0.067777694 4.084100e-03
#> 2986 b_cyl 0.071247116 4.050376e-03
#> 2987 b_cyl 0.074716537 4.015061e-03
#> 2988 b_cyl 0.078185959 3.978138e-03
#> 2989 b_cyl 0.081655380 3.939427e-03
#> 2990 b_cyl 0.085124801 3.898898e-03
#> 2991 b_cyl 0.088594223 3.856791e-03
#> 2992 b_cyl 0.092063644 3.813142e-03
#> 2993 b_cyl 0.095533066 3.767998e-03
#> 2994 b_cyl 0.099002487 3.721413e-03
#> 2995 b_cyl 0.102471908 3.673381e-03
#> 2996 b_cyl 0.105941330 3.623857e-03
#> 2997 b_cyl 0.109410751 3.573184e-03
#> 2998 b_cyl 0.112880173 3.521465e-03
#> 2999 b_cyl 0.116349594 3.468810e-03
#> 3000 b_cyl 0.119819015 3.415337e-03
#> 3001 b_cyl 0.123288437 3.361166e-03
#> 3002 b_cyl 0.126757858 3.306357e-03
#> 3003 b_cyl 0.130227280 3.251211e-03
#> 3004 b_cyl 0.133696701 3.195872e-03
#> 3005 b_cyl 0.137166122 3.140486e-03
#> 3006 b_cyl 0.140635544 3.085204e-03
#> 3007 b_cyl 0.144104965 3.030175e-03
#> 3008 b_cyl 0.147574387 2.975678e-03
#> 3009 b_cyl 0.151043808 2.921847e-03
#> 3010 b_cyl 0.154513229 2.868811e-03
#> 3011 b_cyl 0.157982651 2.816715e-03
#> 3012 b_cyl 0.161452072 2.765698e-03
#> 3013 b_cyl 0.164921494 2.715896e-03
#> 3014 b_cyl 0.168390915 2.667670e-03
#> 3015 b_cyl 0.171860336 2.621106e-03
#> 3016 b_cyl 0.175329758 2.576193e-03
#> 3017 b_cyl 0.178799179 2.533033e-03
#> 3018 b_cyl 0.182268601 2.491718e-03
#> 3019 b_cyl 0.185738022 2.452332e-03
#> 3020 b_cyl 0.189207443 2.415162e-03
#> 3021 b_cyl 0.192676865 2.380367e-03
#> 3022 b_cyl 0.196146286 2.347715e-03
#> 3023 b_cyl 0.199615708 2.317236e-03
#> 3024 b_cyl 0.203085129 2.288952e-03
#> 3025 b_cyl 0.206554550 2.262874e-03
#> 3026 b_cyl 0.210023972 2.239116e-03
#> 3027 b_cyl 0.213493393 2.217947e-03
#> 3028 b_cyl 0.216962815 2.198923e-03
#> 3029 b_cyl 0.220432236 2.182000e-03
#> 3030 b_cyl 0.223901657 2.167126e-03
#> 3031 b_cyl 0.227371079 2.154238e-03
#> 3032 b_cyl 0.230840500 2.143271e-03
#> 3033 b_cyl 0.234309922 2.134530e-03
#> 3034 b_cyl 0.237779343 2.127469e-03
#> 3035 b_cyl 0.241248764 2.121985e-03
#> 3036 b_cyl 0.244718186 2.117967e-03
#> 3037 b_cyl 0.248187607 2.115300e-03
#> 3038 b_cyl 0.251657029 2.113862e-03
#> 3039 b_cyl 0.255126450 2.113702e-03
#> 3040 b_cyl 0.258595871 2.114479e-03
#> 3041 b_cyl 0.262065293 2.116011e-03
#> 3042 b_cyl 0.265534714 2.118161e-03
#> 3043 b_cyl 0.269004136 2.120792e-03
#> 3044 b_cyl 0.272473557 2.123764e-03
#> 3045 b_cyl 0.275942978 2.126940e-03
#> 3046 b_cyl 0.279412400 2.130115e-03
#> 3047 b_cyl 0.282881821 2.133137e-03
#> 3048 b_cyl 0.286351243 2.135878e-03
#> 3049 b_cyl 0.289820664 2.138209e-03
#> 3050 b_cyl 0.293290085 2.140006e-03
#> 3051 b_cyl 0.296759507 2.141069e-03
#> 3052 b_cyl 0.300228928 2.141200e-03
#> 3053 b_cyl 0.303698350 2.140389e-03
#> 3054 b_cyl 0.307167771 2.138538e-03
#> 3055 b_cyl 0.310637192 2.135554e-03
#> 3056 b_cyl 0.314106614 2.131351e-03
#> 3057 b_cyl 0.317576035 2.125780e-03
#> 3058 b_cyl 0.321045457 2.118549e-03
#> 3059 b_cyl 0.324514878 2.109847e-03
#> 3060 b_cyl 0.327984299 2.099622e-03
#> 3061 b_cyl 0.331453721 2.087831e-03
#> 3062 b_cyl 0.334923142 2.074437e-03
#> 3063 b_cyl 0.338392564 2.059411e-03
#> 3064 b_cyl 0.341861985 2.042333e-03
#> 3065 b_cyl 0.345331406 2.023585e-03
#> 3066 b_cyl 0.348800828 2.003168e-03
#> 3067 b_cyl 0.352270249 1.981088e-03
#> 3068 b_cyl 0.355739671 1.957361e-03
#> 3069 b_cyl 0.359209092 1.932006e-03
#> 3070 b_cyl 0.362678513 1.904759e-03
#> 3071 b_cyl 0.366147935 1.875895e-03
#> 3072 b_cyl 0.369617356 1.845538e-03
# }