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 data.frame
estimate_density(
x,
method = "kernel",
precision = 2^10,
extend = FALSE,
extend_scale = 0.1,
bw = "SJ",
ci = NULL,
select = NULL,
at = NULL,
group_by = NULL,
...
)Arguments
- x
Vector representing a posterior distribution, or a data frame of such vectors. Can also be a Bayesian model. bayestestR supports a wide range of models (see, for example,
methods("hdi")) and not all of those are documented in the 'Usage' section, because methods for other classes mostly resemble the arguments of the.numericor.data.framemethods.- ...
Currently not used.
- method
Density estimation method. Can be
"kernel"(default),"logspline"or"KernSmooth".- precision
Number of points of density data. See the
nparameter indensity.- extend
Extend the range of the x axis by a factor of
extend_scale.- extend_scale
Ratio of range by which to extend the x axis. A value of
0.1means that the x axis will be extended by1/10of the range of the data.- bw
See the eponymous argument in
density. Here, the default has been changed for"SJ", which is recommended.- ci
The confidence interval threshold. Only used when
method = "kernel". This feature is experimental, use with caution.- select
Character vector of column names. If NULL (the default), all numeric variables will be selected. Other arguments from
datawizard::find_columns()(such asexclude) can also be used.- at
Optional character vector. If not
NULLand input is a data frame, density estimation is performed for each group (subsets) indicated byat. See examples.- group_by
Deprecated in favour of
at.
Note
There is also a plot()-method implemented in the see-package.
Examples
library(bayestestR)
set.seed(1)
x <- rnorm(250, mean = 1)
# Basic usage
density_kernel <- estimate_density(x) # default method is "kernel"
hist(x, prob = TRUE)
lines(density_kernel$x, density_kernel$y, col = "black", lwd = 2)
lines(density_kernel$x, density_kernel$CI_low, col = "gray", lty = 2)
lines(density_kernel$x, density_kernel$CI_high, col = "gray", lty = 2)
legend("topright",
legend = c("Estimate", "95% CI"),
col = c("black", "gray"), lwd = 2, lty = c(1, 2)
)
# Other Methods
density_logspline <- estimate_density(x, method = "logspline")
density_KernSmooth <- estimate_density(x, method = "KernSmooth")
density_mixture <- estimate_density(x, method = "mixture")
hist(x, prob = TRUE)
lines(density_kernel$x, density_kernel$y, col = "black", lwd = 2)
lines(density_logspline$x, density_logspline$y, col = "red", lwd = 2)
lines(density_KernSmooth$x, density_KernSmooth$y, col = "blue", lwd = 2)
lines(density_mixture$x, density_mixture$y, col = "green", lwd = 2)
# Extension
density_extended <- estimate_density(x, extend = TRUE)
density_default <- estimate_density(x, extend = FALSE)
hist(x, prob = TRUE)
lines(density_extended$x, density_extended$y, col = "red", lwd = 3)
lines(density_default$x, density_default$y, col = "black", lwd = 3)
# Multiple columns
head(estimate_density(iris))
#> Parameter x y
#> 1 Sepal.Length 4.300000 0.09650527
#> 2 Sepal.Length 4.303519 0.09766644
#> 3 Sepal.Length 4.307038 0.09883222
#> 4 Sepal.Length 4.310557 0.10001063
#> 5 Sepal.Length 4.314076 0.10119336
#> 6 Sepal.Length 4.317595 0.10238484
head(estimate_density(iris, select = "Sepal.Width"))
#> Parameter x y
#> 1 Sepal.Width 2.000000 0.04651972
#> 2 Sepal.Width 2.002346 0.04733324
#> 3 Sepal.Width 2.004692 0.04816144
#> 4 Sepal.Width 2.007038 0.04899919
#> 5 Sepal.Width 2.009384 0.04984690
#> 6 Sepal.Width 2.011730 0.05071174
# Grouped data
head(estimate_density(iris, at = "Species"))
#> Parameter x y Species
#> 1 Sepal.Length 4.300000 0.2355986 setosa
#> 2 Sepal.Length 4.301466 0.2375879 setosa
#> 3 Sepal.Length 4.302933 0.2395766 setosa
#> 4 Sepal.Length 4.304399 0.2415640 setosa
#> 5 Sepal.Length 4.305865 0.2435508 setosa
#> 6 Sepal.Length 4.307331 0.2455353 setosa
head(estimate_density(iris$Petal.Width, at = iris$Species))
#> x y Group
#> 1 0.1000000 9.011872 setosa
#> 2 0.1004888 8.955399 setosa
#> 3 0.1009775 8.792239 setosa
#> 4 0.1014663 8.528268 setosa
#> 5 0.1019550 8.172719 setosa
#> 6 0.1024438 7.737660 setosa
# \dontrun{
# rstanarm models
# -----------------------------------------------
library(rstanarm)
model <- suppressWarnings(
stan_glm(mpg ~ wt + gear, data = mtcars, chains = 2, iter = 200, refresh = 0)
)
head(estimate_density(model))
#> Parameter x y
#> 1 (Intercept) 24.19242 0.002029767
#> 2 (Intercept) 24.22067 0.002052337
#> 3 (Intercept) 24.24892 0.002074994
#> 4 (Intercept) 24.27717 0.002097736
#> 5 (Intercept) 24.30542 0.002120651
#> 6 (Intercept) 24.33367 0.002143652
library(emmeans)
head(estimate_density(emtrends(model, ~1, "wt", data = mtcars)))
#> Parameter x y
#> 1 overall -7.810281 0.01754139
#> 2 overall -7.806283 0.01763125
#> 3 overall -7.802285 0.01771950
#> 4 overall -7.798287 0.01780524
#> 5 overall -7.794289 0.01788964
#> 6 overall -7.790292 0.01797242
# brms models
# -----------------------------------------------
library(brms)
model <- brms::brm(mpg ~ wt + cyl, data = mtcars)
#> Compiling Stan program...
#> Start sampling
#>
#> SAMPLING FOR MODEL '2d19b3a372313df641edf05db5e9f303' NOW (CHAIN 1).
#> Chain 1:
#> Chain 1: Gradient evaluation took 1.9e-05 seconds
#> Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.19 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: 0.033143 seconds (Warm-up)
#> Chain 1: 0.031322 seconds (Sampling)
#> Chain 1: 0.064465 seconds (Total)
#> Chain 1:
#>
#> SAMPLING FOR MODEL '2d19b3a372313df641edf05db5e9f303' NOW (CHAIN 2).
#> Chain 2:
#> Chain 2: Gradient evaluation took 8e-06 seconds
#> Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.08 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: 0.032929 seconds (Warm-up)
#> Chain 2: 0.034818 seconds (Sampling)
#> Chain 2: 0.067747 seconds (Total)
#> Chain 2:
#>
#> SAMPLING FOR MODEL '2d19b3a372313df641edf05db5e9f303' NOW (CHAIN 3).
#> Chain 3:
#> Chain 3: Gradient evaluation took 8e-06 seconds
#> Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.08 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: 0.030583 seconds (Warm-up)
#> Chain 3: 0.031182 seconds (Sampling)
#> Chain 3: 0.061765 seconds (Total)
#> Chain 3:
#>
#> SAMPLING FOR MODEL '2d19b3a372313df641edf05db5e9f303' NOW (CHAIN 4).
#> Chain 4:
#> Chain 4: Gradient evaluation took 2.7e-05 seconds
#> Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.27 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: 0.035048 seconds (Warm-up)
#> Chain 4: 0.030459 seconds (Sampling)
#> Chain 4: 0.065507 seconds (Total)
#> Chain 4:
estimate_density(model)
#> Parameter x y
#> 1 b_Intercept 33.421207397 1.145473e-03
#> 2 b_Intercept 33.434634095 1.189259e-03
#> 3 b_Intercept 33.448060793 1.233774e-03
#> 4 b_Intercept 33.461487492 1.278984e-03
#> 5 b_Intercept 33.474914190 1.324977e-03
#> 6 b_Intercept 33.488340888 1.371600e-03
#> 7 b_Intercept 33.501767587 1.418773e-03
#> 8 b_Intercept 33.515194285 1.466451e-03
#> 9 b_Intercept 33.528620984 1.514587e-03
#> 10 b_Intercept 33.542047682 1.563133e-03
#> 11 b_Intercept 33.555474380 1.612109e-03
#> 12 b_Intercept 33.568901079 1.661353e-03
#> 13 b_Intercept 33.582327777 1.710808e-03
#> 14 b_Intercept 33.595754475 1.760417e-03
#> 15 b_Intercept 33.609181174 1.810124e-03
#> 16 b_Intercept 33.622607872 1.859864e-03
#> 17 b_Intercept 33.636034571 1.909544e-03
#> 18 b_Intercept 33.649461269 1.959096e-03
#> 19 b_Intercept 33.662887967 2.008457e-03
#> 20 b_Intercept 33.676314666 2.057568e-03
#> 21 b_Intercept 33.689741364 2.106365e-03
#> 22 b_Intercept 33.703168062 2.154733e-03
#> 23 b_Intercept 33.716594761 2.202569e-03
#> 24 b_Intercept 33.730021459 2.249869e-03
#> 25 b_Intercept 33.743448158 2.296579e-03
#> 26 b_Intercept 33.756874856 2.342642e-03
#> 27 b_Intercept 33.770301554 2.388007e-03
#> 28 b_Intercept 33.783728253 2.432474e-03
#> 29 b_Intercept 33.797154951 2.476045e-03
#> 30 b_Intercept 33.810581649 2.518745e-03
#> 31 b_Intercept 33.824008348 2.560533e-03
#> 32 b_Intercept 33.837435046 2.601376e-03
#> 33 b_Intercept 33.850861745 2.641240e-03
#> 34 b_Intercept 33.864288443 2.679849e-03
#> 35 b_Intercept 33.877715141 2.717389e-03
#> 36 b_Intercept 33.891141840 2.753872e-03
#> 37 b_Intercept 33.904568538 2.789288e-03
#> 38 b_Intercept 33.917995236 2.823634e-03
#> 39 b_Intercept 33.931421935 2.856873e-03
#> 40 b_Intercept 33.944848633 2.888803e-03
#> 41 b_Intercept 33.958275331 2.919691e-03
#> 42 b_Intercept 33.971702030 2.949558e-03
#> 43 b_Intercept 33.985128728 2.978431e-03
#> 44 b_Intercept 33.998555427 3.006342e-03
#> 45 b_Intercept 34.011982125 3.033250e-03
#> 46 b_Intercept 34.025408823 3.059153e-03
#> 47 b_Intercept 34.038835522 3.084265e-03
#> 48 b_Intercept 34.052262220 3.108648e-03
#> 49 b_Intercept 34.065688918 3.132365e-03
#> 50 b_Intercept 34.079115617 3.155487e-03
#> 51 b_Intercept 34.092542315 3.178030e-03
#> 52 b_Intercept 34.105969014 3.200137e-03
#> 53 b_Intercept 34.119395712 3.221957e-03
#> 54 b_Intercept 34.132822410 3.243584e-03
#> 55 b_Intercept 34.146249109 3.265115e-03
#> 56 b_Intercept 34.159675807 3.286653e-03
#> 57 b_Intercept 34.173102505 3.308365e-03
#> 58 b_Intercept 34.186529204 3.330389e-03
#> 59 b_Intercept 34.199955902 3.352831e-03
#> 60 b_Intercept 34.213382601 3.375811e-03
#> 61 b_Intercept 34.226809299 3.399447e-03
#> 62 b_Intercept 34.240235997 3.423866e-03
#> 63 b_Intercept 34.253662696 3.449480e-03
#> 64 b_Intercept 34.267089394 3.476211e-03
#> 65 b_Intercept 34.280516092 3.504186e-03
#> 66 b_Intercept 34.293942791 3.533531e-03
#> 67 b_Intercept 34.307369489 3.564372e-03
#> 68 b_Intercept 34.320796188 3.596951e-03
#> 69 b_Intercept 34.334222886 3.631691e-03
#> 70 b_Intercept 34.347649584 3.668388e-03
#> 71 b_Intercept 34.361076283 3.707160e-03
#> 72 b_Intercept 34.374502981 3.748124e-03
#> 73 b_Intercept 34.387929679 3.791395e-03
#> 74 b_Intercept 34.401356378 3.837404e-03
#> 75 b_Intercept 34.414783076 3.886356e-03
#> 76 b_Intercept 34.428209775 3.938007e-03
#> 77 b_Intercept 34.441636473 3.992453e-03
#> 78 b_Intercept 34.455063171 4.049783e-03
#> 79 b_Intercept 34.468489870 4.110083e-03
#> 80 b_Intercept 34.481916568 4.174015e-03
#> 81 b_Intercept 34.495343266 4.241372e-03
#> 82 b_Intercept 34.508769965 4.311965e-03
#> 83 b_Intercept 34.522196663 4.385851e-03
#> 84 b_Intercept 34.535623361 4.463079e-03
#> 85 b_Intercept 34.549050060 4.543695e-03
#> 86 b_Intercept 34.562476758 4.628578e-03
#> 87 b_Intercept 34.575903457 4.717009e-03
#> 88 b_Intercept 34.589330155 4.808926e-03
#> 89 b_Intercept 34.602756853 4.904340e-03
#> 90 b_Intercept 34.616183552 5.003254e-03
#> 91 b_Intercept 34.629610250 5.105793e-03
#> 92 b_Intercept 34.643036948 5.212603e-03
#> 93 b_Intercept 34.656463647 5.322864e-03
#> 94 b_Intercept 34.669890345 5.436543e-03
#> 95 b_Intercept 34.683317044 5.553604e-03
#> 96 b_Intercept 34.696743742 5.674005e-03
#> 97 b_Intercept 34.710170440 5.798007e-03
#> 98 b_Intercept 34.723597139 5.925759e-03
#> 99 b_Intercept 34.737023837 6.056640e-03
#> 100 b_Intercept 34.750450535 6.190581e-03
#> 101 b_Intercept 34.763877234 6.327509e-03
#> 102 b_Intercept 34.777303932 6.467346e-03
#> 103 b_Intercept 34.790730631 6.610429e-03
#> 104 b_Intercept 34.804157329 6.756499e-03
#> 105 b_Intercept 34.817584027 6.905158e-03
#> 106 b_Intercept 34.831010726 7.056312e-03
#> 107 b_Intercept 34.844437424 7.209869e-03
#> 108 b_Intercept 34.857864122 7.365732e-03
#> 109 b_Intercept 34.871290821 7.524248e-03
#> 110 b_Intercept 34.884717519 7.684917e-03
#> 111 b_Intercept 34.898144218 7.847536e-03
#> 112 b_Intercept 34.911570916 8.012009e-03
#> 113 b_Intercept 34.924997614 8.178244e-03
#> 114 b_Intercept 34.938424313 8.346164e-03
#> 115 b_Intercept 34.951851011 8.516029e-03
#> 116 b_Intercept 34.965277709 8.687329e-03
#> 117 b_Intercept 34.978704408 8.859986e-03
#> 118 b_Intercept 34.992131106 9.033925e-03
#> 119 b_Intercept 35.005557805 9.209074e-03
#> 120 b_Intercept 35.018984503 9.385439e-03
#> 121 b_Intercept 35.032411201 9.563066e-03
#> 122 b_Intercept 35.045837900 9.741684e-03
#> 123 b_Intercept 35.059264598 9.921249e-03
#> 124 b_Intercept 35.072691296 1.010172e-02
#> 125 b_Intercept 35.086117995 1.028307e-02
#> 126 b_Intercept 35.099544693 1.046537e-02
#> 127 b_Intercept 35.112971391 1.064860e-02
#> 128 b_Intercept 35.126398090 1.083265e-02
#> 129 b_Intercept 35.139824788 1.101751e-02
#> 130 b_Intercept 35.153251487 1.120320e-02
#> 131 b_Intercept 35.166678185 1.138972e-02
#> 132 b_Intercept 35.180104883 1.157728e-02
#> 133 b_Intercept 35.193531582 1.176581e-02
#> 134 b_Intercept 35.206958280 1.195529e-02
#> 135 b_Intercept 35.220384978 1.214578e-02
#> 136 b_Intercept 35.233811677 1.233733e-02
#> 137 b_Intercept 35.247238375 1.252999e-02
#> 138 b_Intercept 35.260665074 1.272416e-02
#> 139 b_Intercept 35.274091772 1.291966e-02
#> 140 b_Intercept 35.287518470 1.311655e-02
#> 141 b_Intercept 35.300945169 1.331493e-02
#> 142 b_Intercept 35.314371867 1.351487e-02
#> 143 b_Intercept 35.327798565 1.371655e-02
#> 144 b_Intercept 35.341225264 1.392044e-02
#> 145 b_Intercept 35.354651962 1.412627e-02
#> 146 b_Intercept 35.368078661 1.433415e-02
#> 147 b_Intercept 35.381505359 1.454418e-02
#> 148 b_Intercept 35.394932057 1.475647e-02
#> 149 b_Intercept 35.408358756 1.497139e-02
#> 150 b_Intercept 35.421785454 1.518926e-02
#> 151 b_Intercept 35.435212152 1.540980e-02
#> 152 b_Intercept 35.448638851 1.563313e-02
#> 153 b_Intercept 35.462065549 1.585934e-02
#> 154 b_Intercept 35.475492248 1.608855e-02
#> 155 b_Intercept 35.488918946 1.632138e-02
#> 156 b_Intercept 35.502345644 1.655781e-02
#> 157 b_Intercept 35.515772343 1.679760e-02
#> 158 b_Intercept 35.529199041 1.704085e-02
#> 159 b_Intercept 35.542625739 1.728765e-02
#> 160 b_Intercept 35.556052438 1.753808e-02
#> 161 b_Intercept 35.569479136 1.779307e-02
#> 162 b_Intercept 35.582905835 1.805206e-02
#> 163 b_Intercept 35.596332533 1.831496e-02
#> 164 b_Intercept 35.609759231 1.858182e-02
#> 165 b_Intercept 35.623185930 1.885270e-02
#> 166 b_Intercept 35.636612628 1.912772e-02
#> 167 b_Intercept 35.650039326 1.940791e-02
#> 168 b_Intercept 35.663466025 1.969228e-02
#> 169 b_Intercept 35.676892723 1.998088e-02
#> 170 b_Intercept 35.690319422 2.027373e-02
#> 171 b_Intercept 35.703746120 2.057086e-02
#> 172 b_Intercept 35.717172818 2.087259e-02
#> 173 b_Intercept 35.730599517 2.117947e-02
#> 174 b_Intercept 35.744026215 2.149068e-02
#> 175 b_Intercept 35.757452913 2.180622e-02
#> 176 b_Intercept 35.770879612 2.212609e-02
#> 177 b_Intercept 35.784306310 2.245030e-02
#> 178 b_Intercept 35.797733008 2.277942e-02
#> 179 b_Intercept 35.811159707 2.311344e-02
#> 180 b_Intercept 35.824586405 2.345177e-02
#> 181 b_Intercept 35.838013104 2.379442e-02
#> 182 b_Intercept 35.851439802 2.414137e-02
#> 183 b_Intercept 35.864866500 2.449260e-02
#> 184 b_Intercept 35.878293199 2.484895e-02
#> 185 b_Intercept 35.891719897 2.520986e-02
#> 186 b_Intercept 35.905146595 2.557503e-02
#> 187 b_Intercept 35.918573294 2.594445e-02
#> 188 b_Intercept 35.931999992 2.631811e-02
#> 189 b_Intercept 35.945426691 2.669599e-02
#> 190 b_Intercept 35.958853389 2.707917e-02
#> 191 b_Intercept 35.972280087 2.746661e-02
#> 192 b_Intercept 35.985706786 2.785826e-02
#> 193 b_Intercept 35.999133484 2.825412e-02
#> 194 b_Intercept 36.012560182 2.865419e-02
#> 195 b_Intercept 36.025986881 2.905866e-02
#> 196 b_Intercept 36.039413579 2.946826e-02
#> 197 b_Intercept 36.052840278 2.988207e-02
#> 198 b_Intercept 36.066266976 3.030009e-02
#> 199 b_Intercept 36.079693674 3.072232e-02
#> 200 b_Intercept 36.093120373 3.114877e-02
#> 201 b_Intercept 36.106547071 3.157987e-02
#> 202 b_Intercept 36.119973769 3.201588e-02
#> 203 b_Intercept 36.133400468 3.245610e-02
#> 204 b_Intercept 36.146827166 3.290055e-02
#> 205 b_Intercept 36.160253865 3.334921e-02
#> 206 b_Intercept 36.173680563 3.380210e-02
#> 207 b_Intercept 36.187107261 3.425990e-02
#> 208 b_Intercept 36.200533960 3.472232e-02
#> 209 b_Intercept 36.213960658 3.518895e-02
#> 210 b_Intercept 36.227387356 3.565977e-02
#> 211 b_Intercept 36.240814055 3.613476e-02
#> 212 b_Intercept 36.254240753 3.661393e-02
#> 213 b_Intercept 36.267667452 3.709817e-02
#> 214 b_Intercept 36.281094150 3.758670e-02
#> 215 b_Intercept 36.294520848 3.807934e-02
#> 216 b_Intercept 36.307947547 3.857606e-02
#> 217 b_Intercept 36.321374245 3.907683e-02
#> 218 b_Intercept 36.334800943 3.958172e-02
#> 219 b_Intercept 36.348227642 4.009159e-02
#> 220 b_Intercept 36.361654340 4.060542e-02
#> 221 b_Intercept 36.375081038 4.112318e-02
#> 222 b_Intercept 36.388507737 4.164485e-02
#> 223 b_Intercept 36.401934435 4.217040e-02
#> 224 b_Intercept 36.415361134 4.270010e-02
#> 225 b_Intercept 36.428787832 4.323432e-02
#> 226 b_Intercept 36.442214530 4.377232e-02
#> 227 b_Intercept 36.455641229 4.431408e-02
#> 228 b_Intercept 36.469067927 4.485956e-02
#> 229 b_Intercept 36.482494625 4.540876e-02
#> 230 b_Intercept 36.495921324 4.596215e-02
#> 231 b_Intercept 36.509348022 4.651968e-02
#> 232 b_Intercept 36.522774721 4.708086e-02
#> 233 b_Intercept 36.536201419 4.764569e-02
#> 234 b_Intercept 36.549628117 4.821417e-02
#> 235 b_Intercept 36.563054816 4.878628e-02
#> 236 b_Intercept 36.576481514 4.936276e-02
#> 237 b_Intercept 36.589908212 4.994315e-02
#> 238 b_Intercept 36.603334911 5.052721e-02
#> 239 b_Intercept 36.616761609 5.111496e-02
#> 240 b_Intercept 36.630188308 5.170643e-02
#> 241 b_Intercept 36.643615006 5.230164e-02
#> 242 b_Intercept 36.657041704 5.290159e-02
#> 243 b_Intercept 36.670468403 5.350542e-02
#> 244 b_Intercept 36.683895101 5.411312e-02
#> 245 b_Intercept 36.697321799 5.472474e-02
#> 246 b_Intercept 36.710748498 5.534034e-02
#> 247 b_Intercept 36.724175196 5.596017e-02
#> 248 b_Intercept 36.737601895 5.658498e-02
#> 249 b_Intercept 36.751028593 5.721399e-02
#> 250 b_Intercept 36.764455291 5.784725e-02
#> 251 b_Intercept 36.777881990 5.848484e-02
#> 252 b_Intercept 36.791308688 5.912683e-02
#> 253 b_Intercept 36.804735386 5.977380e-02
#> 254 b_Intercept 36.818162085 6.042606e-02
#> 255 b_Intercept 36.831588783 6.108302e-02
#> 256 b_Intercept 36.845015482 6.174474e-02
#> 257 b_Intercept 36.858442180 6.241132e-02
#> 258 b_Intercept 36.871868878 6.308284e-02
#> 259 b_Intercept 36.885295577 6.376027e-02
#> 260 b_Intercept 36.898722275 6.444336e-02
#> 261 b_Intercept 36.912148973 6.513171e-02
#> 262 b_Intercept 36.925575672 6.582543e-02
#> 263 b_Intercept 36.939002370 6.652460e-02
#> 264 b_Intercept 36.952429068 6.722932e-02
#> 265 b_Intercept 36.965855767 6.794098e-02
#> 266 b_Intercept 36.979282465 6.865863e-02
#> 267 b_Intercept 36.992709164 6.938216e-02
#> 268 b_Intercept 37.006135862 7.011164e-02
#> 269 b_Intercept 37.019562560 7.084718e-02
#> 270 b_Intercept 37.032989259 7.158898e-02
#> 271 b_Intercept 37.046415957 7.233853e-02
#> 272 b_Intercept 37.059842655 7.309443e-02
#> 273 b_Intercept 37.073269354 7.385674e-02
#> 274 b_Intercept 37.086696052 7.462554e-02
#> 275 b_Intercept 37.100122751 7.540088e-02
#> 276 b_Intercept 37.113549449 7.618339e-02
#> 277 b_Intercept 37.126976147 7.697382e-02
#> 278 b_Intercept 37.140402846 7.777099e-02
#> 279 b_Intercept 37.153829544 7.857495e-02
#> 280 b_Intercept 37.167256242 7.938572e-02
#> 281 b_Intercept 37.180682941 8.020334e-02
#> 282 b_Intercept 37.194109639 8.102878e-02
#> 283 b_Intercept 37.207536338 8.186192e-02
#> 284 b_Intercept 37.220963036 8.270191e-02
#> 285 b_Intercept 37.234389734 8.354872e-02
#> 286 b_Intercept 37.247816433 8.440231e-02
#> 287 b_Intercept 37.261243131 8.526264e-02
#> 288 b_Intercept 37.274669829 8.613096e-02
#> 289 b_Intercept 37.288096528 8.700625e-02
#> 290 b_Intercept 37.301523226 8.788797e-02
#> 291 b_Intercept 37.314949925 8.877602e-02
#> 292 b_Intercept 37.328376623 8.967027e-02
#> 293 b_Intercept 37.341803321 9.057057e-02
#> 294 b_Intercept 37.355230020 9.147822e-02
#> 295 b_Intercept 37.368656718 9.239147e-02
#> 296 b_Intercept 37.382083416 9.331009e-02
#> 297 b_Intercept 37.395510115 9.423386e-02
#> 298 b_Intercept 37.408936813 9.516255e-02
#> 299 b_Intercept 37.422363512 9.609614e-02
#> 300 b_Intercept 37.435790210 9.703489e-02
#> 301 b_Intercept 37.449216908 9.797755e-02
#> 302 b_Intercept 37.462643607 9.892380e-02
#> 303 b_Intercept 37.476070305 9.987332e-02
#> 304 b_Intercept 37.489497003 1.008258e-01
#> 305 b_Intercept 37.502923702 1.017811e-01
#> 306 b_Intercept 37.516350400 1.027388e-01
#> 307 b_Intercept 37.529777098 1.036981e-01
#> 308 b_Intercept 37.543203797 1.046586e-01
#> 309 b_Intercept 37.556630495 1.056200e-01
#> 310 b_Intercept 37.570057194 1.065819e-01
#> 311 b_Intercept 37.583483892 1.075439e-01
#> 312 b_Intercept 37.596910590 1.085052e-01
#> 313 b_Intercept 37.610337289 1.094657e-01
#> 314 b_Intercept 37.623763987 1.104249e-01
#> 315 b_Intercept 37.637190685 1.113824e-01
#> 316 b_Intercept 37.650617384 1.123379e-01
#> 317 b_Intercept 37.664044082 1.132903e-01
#> 318 b_Intercept 37.677470781 1.142398e-01
#> 319 b_Intercept 37.690897479 1.151860e-01
#> 320 b_Intercept 37.704324177 1.161288e-01
#> 321 b_Intercept 37.717750876 1.170677e-01
#> 322 b_Intercept 37.731177574 1.180026e-01
#> 323 b_Intercept 37.744604272 1.189320e-01
#> 324 b_Intercept 37.758030971 1.198569e-01
#> 325 b_Intercept 37.771457669 1.207770e-01
#> 326 b_Intercept 37.784884368 1.216923e-01
#> 327 b_Intercept 37.798311066 1.226026e-01
#> 328 b_Intercept 37.811737764 1.235075e-01
#> 329 b_Intercept 37.825164463 1.244063e-01
#> 330 b_Intercept 37.838591161 1.253001e-01
#> 331 b_Intercept 37.852017859 1.261889e-01
#> 332 b_Intercept 37.865444558 1.270726e-01
#> 333 b_Intercept 37.878871256 1.279515e-01
#> 334 b_Intercept 37.892297955 1.288250e-01
#> 335 b_Intercept 37.905724653 1.296934e-01
#> 336 b_Intercept 37.919151351 1.305576e-01
#> 337 b_Intercept 37.932578050 1.314177e-01
#> 338 b_Intercept 37.946004748 1.322740e-01
#> 339 b_Intercept 37.959431446 1.331268e-01
#> 340 b_Intercept 37.972858145 1.339757e-01
#> 341 b_Intercept 37.986284843 1.348218e-01
#> 342 b_Intercept 37.999711542 1.356655e-01
#> 343 b_Intercept 38.013138240 1.365072e-01
#> 344 b_Intercept 38.026564938 1.373472e-01
#> 345 b_Intercept 38.039991637 1.381860e-01
#> 346 b_Intercept 38.053418335 1.390237e-01
#> 347 b_Intercept 38.066845033 1.398611e-01
#> 348 b_Intercept 38.080271732 1.406985e-01
#> 349 b_Intercept 38.093698430 1.415364e-01
#> 350 b_Intercept 38.107125129 1.423751e-01
#> 351 b_Intercept 38.120551827 1.432150e-01
#> 352 b_Intercept 38.133978525 1.440568e-01
#> 353 b_Intercept 38.147405224 1.449006e-01
#> 354 b_Intercept 38.160831922 1.457467e-01
#> 355 b_Intercept 38.174258620 1.465954e-01
#> 356 b_Intercept 38.187685319 1.474468e-01
#> 357 b_Intercept 38.201112017 1.483016e-01
#> 358 b_Intercept 38.214538715 1.491602e-01
#> 359 b_Intercept 38.227965414 1.500223e-01
#> 360 b_Intercept 38.241392112 1.508878e-01
#> 361 b_Intercept 38.254818811 1.517571e-01
#> 362 b_Intercept 38.268245509 1.526300e-01
#> 363 b_Intercept 38.281672207 1.535073e-01
#> 364 b_Intercept 38.295098906 1.543885e-01
#> 365 b_Intercept 38.308525604 1.552734e-01
#> 366 b_Intercept 38.321952302 1.561617e-01
#> 367 b_Intercept 38.335379001 1.570533e-01
#> 368 b_Intercept 38.348805699 1.579481e-01
#> 369 b_Intercept 38.362232398 1.588465e-01
#> 370 b_Intercept 38.375659096 1.597475e-01
#> 371 b_Intercept 38.389085794 1.606509e-01
#> 372 b_Intercept 38.402512493 1.615562e-01
#> 373 b_Intercept 38.415939191 1.624631e-01
#> 374 b_Intercept 38.429365889 1.633714e-01
#> 375 b_Intercept 38.442792588 1.642808e-01
#> 376 b_Intercept 38.456219286 1.651904e-01
#> 377 b_Intercept 38.469645985 1.661000e-01
#> 378 b_Intercept 38.483072683 1.670091e-01
#> 379 b_Intercept 38.496499381 1.679173e-01
#> 380 b_Intercept 38.509926080 1.688239e-01
#> 381 b_Intercept 38.523352778 1.697283e-01
#> 382 b_Intercept 38.536779476 1.706302e-01
#> 383 b_Intercept 38.550206175 1.715293e-01
#> 384 b_Intercept 38.563632873 1.724250e-01
#> 385 b_Intercept 38.577059572 1.733171e-01
#> 386 b_Intercept 38.590486270 1.742044e-01
#> 387 b_Intercept 38.603912968 1.750865e-01
#> 388 b_Intercept 38.617339667 1.759635e-01
#> 389 b_Intercept 38.630766365 1.768352e-01
#> 390 b_Intercept 38.644193063 1.777012e-01
#> 391 b_Intercept 38.657619762 1.785612e-01
#> 392 b_Intercept 38.671046460 1.794136e-01
#> 393 b_Intercept 38.684473159 1.802590e-01
#> 394 b_Intercept 38.697899857 1.810975e-01
#> 395 b_Intercept 38.711326555 1.819291e-01
#> 396 b_Intercept 38.724753254 1.827535e-01
#> 397 b_Intercept 38.738179952 1.835707e-01
#> 398 b_Intercept 38.751606650 1.843784e-01
#> 399 b_Intercept 38.765033349 1.851788e-01
#> 400 b_Intercept 38.778460047 1.859716e-01
#> 401 b_Intercept 38.791886745 1.867569e-01
#> 402 b_Intercept 38.805313444 1.875347e-01
#> 403 b_Intercept 38.818740142 1.883045e-01
#> 404 b_Intercept 38.832166841 1.890656e-01
#> 405 b_Intercept 38.845593539 1.898193e-01
#> 406 b_Intercept 38.859020237 1.905659e-01
#> 407 b_Intercept 38.872446936 1.913054e-01
#> 408 b_Intercept 38.885873634 1.920381e-01
#> 409 b_Intercept 38.899300332 1.927631e-01
#> 410 b_Intercept 38.912727031 1.934807e-01
#> 411 b_Intercept 38.926153729 1.941919e-01
#> 412 b_Intercept 38.939580428 1.948969e-01
#> 413 b_Intercept 38.953007126 1.955958e-01
#> 414 b_Intercept 38.966433824 1.962889e-01
#> 415 b_Intercept 38.979860523 1.969752e-01
#> 416 b_Intercept 38.993287221 1.976556e-01
#> 417 b_Intercept 39.006713919 1.983307e-01
#> 418 b_Intercept 39.020140618 1.990006e-01
#> 419 b_Intercept 39.033567316 1.996654e-01
#> 420 b_Intercept 39.046994015 2.003252e-01
#> 421 b_Intercept 39.060420713 2.009790e-01
#> 422 b_Intercept 39.073847411 2.016279e-01
#> 423 b_Intercept 39.087274110 2.022722e-01
#> 424 b_Intercept 39.100700808 2.029117e-01
#> 425 b_Intercept 39.114127506 2.035466e-01
#> 426 b_Intercept 39.127554205 2.041766e-01
#> 427 b_Intercept 39.140980903 2.048009e-01
#> 428 b_Intercept 39.154407602 2.054203e-01
#> 429 b_Intercept 39.167834300 2.060349e-01
#> 430 b_Intercept 39.181260998 2.066444e-01
#> 431 b_Intercept 39.194687697 2.072488e-01
#> 432 b_Intercept 39.208114395 2.078475e-01
#> 433 b_Intercept 39.221541093 2.084397e-01
#> 434 b_Intercept 39.234967792 2.090261e-01
#> 435 b_Intercept 39.248394490 2.096065e-01
#> 436 b_Intercept 39.261821189 2.101806e-01
#> 437 b_Intercept 39.275247887 2.107483e-01
#> 438 b_Intercept 39.288674585 2.113082e-01
#> 439 b_Intercept 39.302101284 2.118600e-01
#> 440 b_Intercept 39.315527982 2.124042e-01
#> 441 b_Intercept 39.328954680 2.129406e-01
#> 442 b_Intercept 39.342381379 2.134687e-01
#> 443 b_Intercept 39.355808077 2.139883e-01
#> 444 b_Intercept 39.369234775 2.144970e-01
#> 445 b_Intercept 39.382661474 2.149957e-01
#> 446 b_Intercept 39.396088172 2.154846e-01
#> 447 b_Intercept 39.409514871 2.159633e-01
#> 448 b_Intercept 39.422941569 2.164314e-01
#> 449 b_Intercept 39.436368267 2.168885e-01
#> 450 b_Intercept 39.449794966 2.173312e-01
#> 451 b_Intercept 39.463221664 2.177622e-01
#> 452 b_Intercept 39.476648362 2.181809e-01
#> 453 b_Intercept 39.490075061 2.185871e-01
#> 454 b_Intercept 39.503501759 2.189806e-01
#> 455 b_Intercept 39.516928458 2.193599e-01
#> 456 b_Intercept 39.530355156 2.197231e-01
#> 457 b_Intercept 39.543781854 2.200724e-01
#> 458 b_Intercept 39.557208553 2.204076e-01
#> 459 b_Intercept 39.570635251 2.207285e-01
#> 460 b_Intercept 39.584061949 2.210348e-01
#> 461 b_Intercept 39.597488648 2.213244e-01
#> 462 b_Intercept 39.610915346 2.215970e-01
#> 463 b_Intercept 39.624342045 2.218544e-01
#> 464 b_Intercept 39.637768743 2.220966e-01
#> 465 b_Intercept 39.651195441 2.223233e-01
#> 466 b_Intercept 39.664622140 2.225346e-01
#> 467 b_Intercept 39.678048838 2.227275e-01
#> 468 b_Intercept 39.691475536 2.229036e-01
#> 469 b_Intercept 39.704902235 2.230641e-01
#> 470 b_Intercept 39.718328933 2.232091e-01
#> 471 b_Intercept 39.731755632 2.233385e-01
#> 472 b_Intercept 39.745182330 2.234525e-01
#> 473 b_Intercept 39.758609028 2.235473e-01
#> 474 b_Intercept 39.772035727 2.236266e-01
#> 475 b_Intercept 39.785462425 2.236908e-01
#> 476 b_Intercept 39.798889123 2.237400e-01
#> 477 b_Intercept 39.812315822 2.237743e-01
#> 478 b_Intercept 39.825742520 2.237933e-01
#> 479 b_Intercept 39.839169219 2.237946e-01
#> 480 b_Intercept 39.852595917 2.237816e-01
#> 481 b_Intercept 39.866022615 2.237545e-01
#> 482 b_Intercept 39.879449314 2.237136e-01
#> 483 b_Intercept 39.892876012 2.236589e-01
#> 484 b_Intercept 39.906302710 2.235893e-01
#> 485 b_Intercept 39.919729409 2.235043e-01
#> 486 b_Intercept 39.933156107 2.234062e-01
#> 487 b_Intercept 39.946582805 2.232953e-01
#> 488 b_Intercept 39.960009504 2.231717e-01
#> 489 b_Intercept 39.973436202 2.230355e-01
#> 490 b_Intercept 39.986862901 2.228851e-01
#> 491 b_Intercept 40.000289599 2.227213e-01
#> 492 b_Intercept 40.013716297 2.225455e-01
#> 493 b_Intercept 40.027142996 2.223579e-01
#> 494 b_Intercept 40.040569694 2.221586e-01
#> 495 b_Intercept 40.053996392 2.219476e-01
#> 496 b_Intercept 40.067423091 2.217226e-01
#> 497 b_Intercept 40.080849789 2.214857e-01
#> 498 b_Intercept 40.094276488 2.212374e-01
#> 499 b_Intercept 40.107703186 2.209778e-01
#> 500 b_Intercept 40.121129884 2.207070e-01
#> 501 b_Intercept 40.134556583 2.204247e-01
#> 502 b_Intercept 40.147983281 2.201283e-01
#> 503 b_Intercept 40.161409979 2.198207e-01
#> 504 b_Intercept 40.174836678 2.195017e-01
#> 505 b_Intercept 40.188263376 2.191715e-01
#> 506 b_Intercept 40.201690075 2.188298e-01
#> 507 b_Intercept 40.215116773 2.184759e-01
#> 508 b_Intercept 40.228543471 2.181082e-01
#> 509 b_Intercept 40.241970170 2.177290e-01
#> 510 b_Intercept 40.255396868 2.173381e-01
#> 511 b_Intercept 40.268823566 2.169354e-01
#> 512 b_Intercept 40.282250265 2.165209e-01
#> 513 b_Intercept 40.295676963 2.160929e-01
#> 514 b_Intercept 40.309103662 2.156512e-01
#> 515 b_Intercept 40.322530360 2.151975e-01
#> 516 b_Intercept 40.335957058 2.147315e-01
#> 517 b_Intercept 40.349383757 2.142533e-01
#> 518 b_Intercept 40.362810455 2.137629e-01
#> 519 b_Intercept 40.376237153 2.132576e-01
#> 520 b_Intercept 40.389663852 2.127390e-01
#> 521 b_Intercept 40.403090550 2.122080e-01
#> 522 b_Intercept 40.416517249 2.116645e-01
#> 523 b_Intercept 40.429943947 2.111085e-01
#> 524 b_Intercept 40.443370645 2.105400e-01
#> 525 b_Intercept 40.456797344 2.099560e-01
#> 526 b_Intercept 40.470224042 2.093593e-01
#> 527 b_Intercept 40.483650740 2.087504e-01
#> 528 b_Intercept 40.497077439 2.081291e-01
#> 529 b_Intercept 40.510504137 2.074957e-01
#> 530 b_Intercept 40.523930836 2.068496e-01
#> 531 b_Intercept 40.537357534 2.061889e-01
#> 532 b_Intercept 40.550784232 2.055164e-01
#> 533 b_Intercept 40.564210931 2.048322e-01
#> 534 b_Intercept 40.577637629 2.041365e-01
#> 535 b_Intercept 40.591064327 2.034295e-01
#> 536 b_Intercept 40.604491026 2.027101e-01
#> 537 b_Intercept 40.617917724 2.019781e-01
#> 538 b_Intercept 40.631344422 2.012353e-01
#> 539 b_Intercept 40.644771121 2.004821e-01
#> 540 b_Intercept 40.658197819 1.997185e-01
#> 541 b_Intercept 40.671624518 1.989449e-01
#> 542 b_Intercept 40.685051216 1.981598e-01
#> 543 b_Intercept 40.698477914 1.973642e-01
#> 544 b_Intercept 40.711904613 1.965593e-01
#> 545 b_Intercept 40.725331311 1.957453e-01
#> 546 b_Intercept 40.738758009 1.949224e-01
#> 547 b_Intercept 40.752184708 1.940909e-01
#> 548 b_Intercept 40.765611406 1.932492e-01
#> 549 b_Intercept 40.779038105 1.923990e-01
#> 550 b_Intercept 40.792464803 1.915409e-01
#> 551 b_Intercept 40.805891501 1.906752e-01
#> 552 b_Intercept 40.819318200 1.898020e-01
#> 553 b_Intercept 40.832744898 1.889213e-01
#> 554 b_Intercept 40.846171596 1.880319e-01
#> 555 b_Intercept 40.859598295 1.871357e-01
#> 556 b_Intercept 40.873024993 1.862328e-01
#> 557 b_Intercept 40.886451692 1.853234e-01
#> 558 b_Intercept 40.899878390 1.844076e-01
#> 559 b_Intercept 40.913305088 1.834852e-01
#> 560 b_Intercept 40.926731787 1.825557e-01
#> 561 b_Intercept 40.940158485 1.816203e-01
#> 562 b_Intercept 40.953585183 1.806793e-01
#> 563 b_Intercept 40.967011882 1.797326e-01
#> 564 b_Intercept 40.980438580 1.787804e-01
#> 565 b_Intercept 40.993865279 1.778222e-01
#> 566 b_Intercept 41.007291977 1.768580e-01
#> 567 b_Intercept 41.020718675 1.758887e-01
#> 568 b_Intercept 41.034145374 1.749144e-01
#> 569 b_Intercept 41.047572072 1.739352e-01
#> 570 b_Intercept 41.060998770 1.729511e-01
#> 571 b_Intercept 41.074425469 1.719614e-01
#> 572 b_Intercept 41.087852167 1.709667e-01
#> 573 b_Intercept 41.101278866 1.699674e-01
#> 574 b_Intercept 41.114705564 1.689637e-01
#> 575 b_Intercept 41.128132262 1.679556e-01
#> 576 b_Intercept 41.141558961 1.669432e-01
#> 577 b_Intercept 41.154985659 1.659256e-01
#> 578 b_Intercept 41.168412357 1.649038e-01
#> 579 b_Intercept 41.181839056 1.638780e-01
#> 580 b_Intercept 41.195265754 1.628483e-01
#> 581 b_Intercept 41.208692452 1.618148e-01
#> 582 b_Intercept 41.222119151 1.607773e-01
#> 583 b_Intercept 41.235545849 1.597355e-01
#> 584 b_Intercept 41.248972548 1.586901e-01
#> 585 b_Intercept 41.262399246 1.576413e-01
#> 586 b_Intercept 41.275825944 1.565892e-01
#> 587 b_Intercept 41.289252643 1.555338e-01
#> 588 b_Intercept 41.302679341 1.544749e-01
#> 589 b_Intercept 41.316106039 1.534126e-01
#> 590 b_Intercept 41.329532738 1.523473e-01
#> 591 b_Intercept 41.342959436 1.512792e-01
#> 592 b_Intercept 41.356386135 1.502083e-01
#> 593 b_Intercept 41.369812833 1.491348e-01
#> 594 b_Intercept 41.383239531 1.480582e-01
#> 595 b_Intercept 41.396666230 1.469789e-01
#> 596 b_Intercept 41.410092928 1.458972e-01
#> 597 b_Intercept 41.423519626 1.448132e-01
#> 598 b_Intercept 41.436946325 1.437269e-01
#> 599 b_Intercept 41.450373023 1.426384e-01
#> 600 b_Intercept 41.463799722 1.415473e-01
#> 601 b_Intercept 41.477226420 1.404540e-01
#> 602 b_Intercept 41.490653118 1.393586e-01
#> 603 b_Intercept 41.504079817 1.382613e-01
#> 604 b_Intercept 41.517506515 1.371620e-01
#> 605 b_Intercept 41.530933213 1.360607e-01
#> 606 b_Intercept 41.544359912 1.349571e-01
#> 607 b_Intercept 41.557786610 1.338516e-01
#> 608 b_Intercept 41.571213309 1.327442e-01
#> 609 b_Intercept 41.584640007 1.316350e-01
#> 610 b_Intercept 41.598066705 1.305240e-01
#> 611 b_Intercept 41.611493404 1.294110e-01
#> 612 b_Intercept 41.624920102 1.282959e-01
#> 613 b_Intercept 41.638346800 1.271790e-01
#> 614 b_Intercept 41.651773499 1.260604e-01
#> 615 b_Intercept 41.665200197 1.249400e-01
#> 616 b_Intercept 41.678626896 1.238180e-01
#> 617 b_Intercept 41.692053594 1.226940e-01
#> 618 b_Intercept 41.705480292 1.215682e-01
#> 619 b_Intercept 41.718906991 1.204408e-01
#> 620 b_Intercept 41.732333689 1.193119e-01
#> 621 b_Intercept 41.745760387 1.181816e-01
#> 622 b_Intercept 41.759187086 1.170498e-01
#> 623 b_Intercept 41.772613784 1.159166e-01
#> 624 b_Intercept 41.786040482 1.147822e-01
#> 625 b_Intercept 41.799467181 1.136467e-01
#> 626 b_Intercept 41.812893879 1.125104e-01
#> 627 b_Intercept 41.826320578 1.113734e-01
#> 628 b_Intercept 41.839747276 1.102359e-01
#> 629 b_Intercept 41.853173974 1.090980e-01
#> 630 b_Intercept 41.866600673 1.079601e-01
#> 631 b_Intercept 41.880027371 1.068224e-01
#> 632 b_Intercept 41.893454069 1.056852e-01
#> 633 b_Intercept 41.906880768 1.045487e-01
#> 634 b_Intercept 41.920307466 1.034133e-01
#> 635 b_Intercept 41.933734165 1.022797e-01
#> 636 b_Intercept 41.947160863 1.011480e-01
#> 637 b_Intercept 41.960587561 1.000184e-01
#> 638 b_Intercept 41.974014260 9.889150e-02
#> 639 b_Intercept 41.987440958 9.776752e-02
#> 640 b_Intercept 42.000867656 9.664733e-02
#> 641 b_Intercept 42.014294355 9.553169e-02
#> 642 b_Intercept 42.027721053 9.442053e-02
#> 643 b_Intercept 42.041147752 9.331428e-02
#> 644 b_Intercept 42.054574450 9.221338e-02
#> 645 b_Intercept 42.068001148 9.111827e-02
#> 646 b_Intercept 42.081427847 9.003063e-02
#> 647 b_Intercept 42.094854545 8.895062e-02
#> 648 b_Intercept 42.108281243 8.787813e-02
#> 649 b_Intercept 42.121707942 8.681361e-02
#> 650 b_Intercept 42.135134640 8.575753e-02
#> 651 b_Intercept 42.148561339 8.471034e-02
#> 652 b_Intercept 42.161988037 8.367485e-02
#> 653 b_Intercept 42.175414735 8.264978e-02
#> 654 b_Intercept 42.188841434 8.163523e-02
#> 655 b_Intercept 42.202268132 8.063163e-02
#> 656 b_Intercept 42.215694830 7.963938e-02
#> 657 b_Intercept 42.229121529 7.865919e-02
#> 658 b_Intercept 42.242548227 7.769415e-02
#> 659 b_Intercept 42.255974926 7.674180e-02
#> 660 b_Intercept 42.269401624 7.580244e-02
#> 661 b_Intercept 42.282828322 7.487637e-02
#> 662 b_Intercept 42.296255021 7.396384e-02
#> 663 b_Intercept 42.309681719 7.306632e-02
#> 664 b_Intercept 42.323108417 7.218541e-02
#> 665 b_Intercept 42.336535116 7.131881e-02
#> 666 b_Intercept 42.349961814 7.046663e-02
#> 667 b_Intercept 42.363388512 6.962900e-02
#> 668 b_Intercept 42.376815211 6.880600e-02
#> 669 b_Intercept 42.390241909 6.799982e-02
#> 670 b_Intercept 42.403668608 6.721007e-02
#> 671 b_Intercept 42.417095306 6.643499e-02
#> 672 b_Intercept 42.430522004 6.567448e-02
#> 673 b_Intercept 42.443948703 6.492848e-02
#> 674 b_Intercept 42.457375401 6.419686e-02
#> 675 b_Intercept 42.470802099 6.348234e-02
#> 676 b_Intercept 42.484228798 6.278259e-02
#> 677 b_Intercept 42.497655496 6.209653e-02
#> 678 b_Intercept 42.511082195 6.142391e-02
#> 679 b_Intercept 42.524508893 6.076448e-02
#> 680 b_Intercept 42.537935591 6.011795e-02
#> 681 b_Intercept 42.551362290 5.948718e-02
#> 682 b_Intercept 42.564788988 5.886842e-02
#> 683 b_Intercept 42.578215686 5.826130e-02
#> 684 b_Intercept 42.591642385 5.766545e-02
#> 685 b_Intercept 42.605069083 5.708047e-02
#> 686 b_Intercept 42.618495782 5.650655e-02
#> 687 b_Intercept 42.631922480 5.594454e-02
#> 688 b_Intercept 42.645349178 5.539186e-02
#> 689 b_Intercept 42.658775877 5.484809e-02
#> 690 b_Intercept 42.672202575 5.431277e-02
#> 691 b_Intercept 42.685629273 5.378548e-02
#> 692 b_Intercept 42.699055972 5.326659e-02
#> 693 b_Intercept 42.712482670 5.275562e-02
#> 694 b_Intercept 42.725909369 5.225103e-02
#> 695 b_Intercept 42.739336067 5.175241e-02
#> 696 b_Intercept 42.752762765 5.125932e-02
#> 697 b_Intercept 42.766189464 5.077133e-02
#> 698 b_Intercept 42.779616162 5.028877e-02
#> 699 b_Intercept 42.793042860 4.981063e-02
#> 700 b_Intercept 42.806469559 4.933613e-02
#> 701 b_Intercept 42.819896257 4.886489e-02
#> 702 b_Intercept 42.833322956 4.839657e-02
#> 703 b_Intercept 42.846749654 4.793082e-02
#> 704 b_Intercept 42.860176352 4.746772e-02
#> 705 b_Intercept 42.873603051 4.700640e-02
#> 706 b_Intercept 42.887029749 4.654651e-02
#> 707 b_Intercept 42.900456447 4.608780e-02
#> 708 b_Intercept 42.913883146 4.563000e-02
#> 709 b_Intercept 42.927309844 4.517291e-02
#> 710 b_Intercept 42.940736543 4.471629e-02
#> 711 b_Intercept 42.954163241 4.425983e-02
#> 712 b_Intercept 42.967589939 4.380334e-02
#> 713 b_Intercept 42.981016638 4.334668e-02
#> 714 b_Intercept 42.994443336 4.288973e-02
#> 715 b_Intercept 43.007870034 4.243231e-02
#> 716 b_Intercept 43.021296733 4.197423e-02
#> 717 b_Intercept 43.034723431 4.151550e-02
#> 718 b_Intercept 43.048150129 4.105608e-02
#> 719 b_Intercept 43.061576828 4.059592e-02
#> 720 b_Intercept 43.075003526 4.013500e-02
#> 721 b_Intercept 43.088430225 3.967318e-02
#> 722 b_Intercept 43.101856923 3.921051e-02
#> 723 b_Intercept 43.115283621 3.874711e-02
#> 724 b_Intercept 43.128710320 3.828301e-02
#> 725 b_Intercept 43.142137018 3.781826e-02
#> 726 b_Intercept 43.155563716 3.735291e-02
#> 727 b_Intercept 43.168990415 3.688695e-02
#> 728 b_Intercept 43.182417113 3.642057e-02
#> 729 b_Intercept 43.195843812 3.595390e-02
#> 730 b_Intercept 43.209270510 3.548703e-02
#> 731 b_Intercept 43.222697208 3.502007e-02
#> 732 b_Intercept 43.236123907 3.455312e-02
#> 733 b_Intercept 43.249550605 3.408639e-02
#> 734 b_Intercept 43.262977303 3.362001e-02
#> 735 b_Intercept 43.276404002 3.315410e-02
#> 736 b_Intercept 43.289830700 3.268879e-02
#> 737 b_Intercept 43.303257399 3.222420e-02
#> 738 b_Intercept 43.316684097 3.176056e-02
#> 739 b_Intercept 43.330110795 3.129818e-02
#> 740 b_Intercept 43.343537494 3.083705e-02
#> 741 b_Intercept 43.356964192 3.037729e-02
#> 742 b_Intercept 43.370390890 2.991903e-02
#> 743 b_Intercept 43.383817589 2.946242e-02
#> 744 b_Intercept 43.397244287 2.900784e-02
#> 745 b_Intercept 43.410670986 2.855552e-02
#> 746 b_Intercept 43.424097684 2.810534e-02
#> 747 b_Intercept 43.437524382 2.765742e-02
#> 748 b_Intercept 43.450951081 2.721190e-02
#> 749 b_Intercept 43.464377779 2.676890e-02
#> 750 b_Intercept 43.477804477 2.632904e-02
#> 751 b_Intercept 43.491231176 2.589225e-02
#> 752 b_Intercept 43.504657874 2.545841e-02
#> 753 b_Intercept 43.518084573 2.502762e-02
#> 754 b_Intercept 43.531511271 2.460001e-02
#> 755 b_Intercept 43.544937969 2.417568e-02
#> 756 b_Intercept 43.558364668 2.375557e-02
#> 757 b_Intercept 43.571791366 2.333909e-02
#> 758 b_Intercept 43.585218064 2.292624e-02
#> 759 b_Intercept 43.598644763 2.251712e-02
#> 760 b_Intercept 43.612071461 2.211181e-02
#> 761 b_Intercept 43.625498159 2.171055e-02
#> 762 b_Intercept 43.638924858 2.131422e-02
#> 763 b_Intercept 43.652351556 2.092201e-02
#> 764 b_Intercept 43.665778255 2.053399e-02
#> 765 b_Intercept 43.679204953 2.015024e-02
#> 766 b_Intercept 43.692631651 1.977083e-02
#> 767 b_Intercept 43.706058350 1.939626e-02
#> 768 b_Intercept 43.719485048 1.902696e-02
#> 769 b_Intercept 43.732911746 1.866224e-02
#> 770 b_Intercept 43.746338445 1.830218e-02
#> 771 b_Intercept 43.759765143 1.794682e-02
#> 772 b_Intercept 43.773191842 1.759623e-02
#> 773 b_Intercept 43.786618540 1.725122e-02
#> 774 b_Intercept 43.800045238 1.691167e-02
#> 775 b_Intercept 43.813471937 1.657707e-02
#> 776 b_Intercept 43.826898635 1.624750e-02
#> 777 b_Intercept 43.840325333 1.592298e-02
#> 778 b_Intercept 43.853752032 1.560358e-02
#> 779 b_Intercept 43.867178730 1.529045e-02
#> 780 b_Intercept 43.880605429 1.498280e-02
#> 781 b_Intercept 43.894032127 1.468041e-02
#> 782 b_Intercept 43.907458825 1.438331e-02
#> 783 b_Intercept 43.920885524 1.409153e-02
#> 784 b_Intercept 43.934312222 1.380515e-02
#> 785 b_Intercept 43.947738920 1.352554e-02
#> 786 b_Intercept 43.961165619 1.325133e-02
#> 787 b_Intercept 43.974592317 1.298256e-02
#> 788 b_Intercept 43.988019016 1.271923e-02
#> 789 b_Intercept 44.001445714 1.246134e-02
#> 790 b_Intercept 44.014872412 1.220928e-02
#> 791 b_Intercept 44.028299111 1.196374e-02
#> 792 b_Intercept 44.041725809 1.172364e-02
#> 793 b_Intercept 44.055152507 1.148897e-02
#> 794 b_Intercept 44.068579206 1.125971e-02
#> 795 b_Intercept 44.082005904 1.103583e-02
#> 796 b_Intercept 44.095432603 1.081799e-02
#> 797 b_Intercept 44.108859301 1.060617e-02
#> 798 b_Intercept 44.122285999 1.039961e-02
#> 799 b_Intercept 44.135712698 1.019825e-02
#> 800 b_Intercept 44.149139396 1.000204e-02
#> 801 b_Intercept 44.162566094 9.810914e-03
#> 802 b_Intercept 44.175992793 9.625728e-03
#> 803 b_Intercept 44.189419491 9.445828e-03
#> 804 b_Intercept 44.202846189 9.270740e-03
#> 805 b_Intercept 44.216272888 9.100379e-03
#> 806 b_Intercept 44.229699586 8.934651e-03
#> 807 b_Intercept 44.243126285 8.773462e-03
#> 808 b_Intercept 44.256552983 8.617757e-03
#> 809 b_Intercept 44.269979681 8.466383e-03
#> 810 b_Intercept 44.283406380 8.319142e-03
#> 811 b_Intercept 44.296833078 8.175918e-03
#> 812 b_Intercept 44.310259776 8.036586e-03
#> 813 b_Intercept 44.323686475 7.901168e-03
#> 814 b_Intercept 44.337113173 7.770138e-03
#> 815 b_Intercept 44.350539872 7.642517e-03
#> 816 b_Intercept 44.363966570 7.518171e-03
#> 817 b_Intercept 44.377393268 7.396962e-03
#> 818 b_Intercept 44.390819967 7.278751e-03
#> 819 b_Intercept 44.404246665 7.163663e-03
#> 820 b_Intercept 44.417673363 7.051660e-03
#> 821 b_Intercept 44.431100062 6.942134e-03
#> 822 b_Intercept 44.444526760 6.834946e-03
#> 823 b_Intercept 44.457953459 6.729957e-03
#> 824 b_Intercept 44.471380157 6.627032e-03
#> 825 b_Intercept 44.484806855 6.526309e-03
#> 826 b_Intercept 44.498233554 6.427488e-03
#> 827 b_Intercept 44.511660252 6.330244e-03
#> 828 b_Intercept 44.525086950 6.234454e-03
#> 829 b_Intercept 44.538513649 6.139997e-03
#> 830 b_Intercept 44.551940347 6.046760e-03
#> 831 b_Intercept 44.565367046 5.954833e-03
#> 832 b_Intercept 44.578793744 5.863887e-03
#> 833 b_Intercept 44.592220442 5.773775e-03
#> 834 b_Intercept 44.605647141 5.684408e-03
#> 835 b_Intercept 44.619073839 5.595701e-03
#> 836 b_Intercept 44.632500537 5.507583e-03
#> 837 b_Intercept 44.645927236 5.420070e-03
#> 838 b_Intercept 44.659353934 5.332960e-03
#> 839 b_Intercept 44.672780633 5.246198e-03
#> 840 b_Intercept 44.686207331 5.159738e-03
#> 841 b_Intercept 44.699634029 5.073540e-03
#> 842 b_Intercept 44.713060728 4.987583e-03
#> 843 b_Intercept 44.726487426 4.901851e-03
#> 844 b_Intercept 44.739914124 4.816290e-03
#> 845 b_Intercept 44.753340823 4.730890e-03
#> 846 b_Intercept 44.766767521 4.645649e-03
#> 847 b_Intercept 44.780194220 4.560569e-03
#> 848 b_Intercept 44.793620918 4.475685e-03
#> 849 b_Intercept 44.807047616 4.391021e-03
#> 850 b_Intercept 44.820474315 4.306579e-03
#> 851 b_Intercept 44.833901013 4.222390e-03
#> 852 b_Intercept 44.847327711 4.138486e-03
#> 853 b_Intercept 44.860754410 4.054904e-03
#> 854 b_Intercept 44.874181108 3.971767e-03
#> 855 b_Intercept 44.887607806 3.889099e-03
#> 856 b_Intercept 44.901034505 3.806922e-03
#> 857 b_Intercept 44.914461203 3.725288e-03
#> 858 b_Intercept 44.927887902 3.644251e-03
#> 859 b_Intercept 44.941314600 3.563866e-03
#> 860 b_Intercept 44.954741298 3.484392e-03
#> 861 b_Intercept 44.968167997 3.405736e-03
#> 862 b_Intercept 44.981594695 3.327945e-03
#> 863 b_Intercept 44.995021393 3.251077e-03
#> 864 b_Intercept 45.008448092 3.175189e-03
#> 865 b_Intercept 45.021874790 3.100387e-03
#> 866 b_Intercept 45.035301489 3.026940e-03
#> 867 b_Intercept 45.048728187 2.954673e-03
#> 868 b_Intercept 45.062154885 2.883632e-03
#> 869 b_Intercept 45.075581584 2.813866e-03
#> 870 b_Intercept 45.089008282 2.745416e-03
#> 871 b_Intercept 45.102434980 2.678474e-03
#> 872 b_Intercept 45.115861679 2.613171e-03
#> 873 b_Intercept 45.129288377 2.549319e-03
#> 874 b_Intercept 45.142715076 2.486946e-03
#> 875 b_Intercept 45.156141774 2.426076e-03
#> 876 b_Intercept 45.169568472 2.366730e-03
#> 877 b_Intercept 45.182995171 2.309179e-03
#> 878 b_Intercept 45.196421869 2.253343e-03
#> 879 b_Intercept 45.209848567 2.199071e-03
#> 880 b_Intercept 45.223275266 2.146363e-03
#> 881 b_Intercept 45.236701964 2.095218e-03
#> 882 b_Intercept 45.250128663 2.045629e-03
#> 883 b_Intercept 45.263555361 1.997928e-03
#> 884 b_Intercept 45.276982059 1.951813e-03
#> 885 b_Intercept 45.290408758 1.907200e-03
#> 886 b_Intercept 45.303835456 1.864067e-03
#> 887 b_Intercept 45.317262154 1.822388e-03
#> 888 b_Intercept 45.330688853 1.782160e-03
#> 889 b_Intercept 45.344115551 1.743656e-03
#> 890 b_Intercept 45.357542250 1.706490e-03
#> 891 b_Intercept 45.370968948 1.670624e-03
#> 892 b_Intercept 45.384395646 1.636019e-03
#> 893 b_Intercept 45.397822345 1.602636e-03
#> 894 b_Intercept 45.411249043 1.570520e-03
#> 895 b_Intercept 45.424675741 1.539733e-03
#> 896 b_Intercept 45.438102440 1.510009e-03
#> 897 b_Intercept 45.451529138 1.481304e-03
#> 898 b_Intercept 45.464955836 1.453576e-03
#> 899 b_Intercept 45.478382535 1.426780e-03
#> 900 b_Intercept 45.491809233 1.400984e-03
#> 901 b_Intercept 45.505235932 1.376115e-03
#> 902 b_Intercept 45.518662630 1.352019e-03
#> 903 b_Intercept 45.532089328 1.328655e-03
#> 904 b_Intercept 45.545516027 1.305984e-03
#> 905 b_Intercept 45.558942725 1.283967e-03
#> 906 b_Intercept 45.572369423 1.262678e-03
#> 907 b_Intercept 45.585796122 1.241989e-03
#> 908 b_Intercept 45.599222820 1.221828e-03
#> 909 b_Intercept 45.612649519 1.202165e-03
#> 910 b_Intercept 45.626076217 1.182972e-03
#> 911 b_Intercept 45.639502915 1.164224e-03
#> 912 b_Intercept 45.652929614 1.145995e-03
#> 913 b_Intercept 45.666356312 1.128157e-03
#> 914 b_Intercept 45.679783010 1.110690e-03
#> 915 b_Intercept 45.693209709 1.093579e-03
#> 916 b_Intercept 45.706636407 1.076811e-03
#> 917 b_Intercept 45.720063106 1.060393e-03
#> 918 b_Intercept 45.733489804 1.044369e-03
#> 919 b_Intercept 45.746916502 1.028662e-03
#> 920 b_Intercept 45.760343201 1.013273e-03
#> 921 b_Intercept 45.773769899 9.982015e-04
#> 922 b_Intercept 45.787196597 9.834503e-04
#> 923 b_Intercept 45.800623296 9.690598e-04
#> 924 b_Intercept 45.814049994 9.550558e-04
#> 925 b_Intercept 45.827476693 9.413974e-04
#> 926 b_Intercept 45.840903391 9.280951e-04
#> 927 b_Intercept 45.854330089 9.151608e-04
#> 928 b_Intercept 45.867756788 9.026074e-04
#> 929 b_Intercept 45.881183486 8.905193e-04
#> 930 b_Intercept 45.894610184 8.788905e-04
#> 931 b_Intercept 45.908036883 8.676990e-04
#> 932 b_Intercept 45.921463581 8.569611e-04
#> 933 b_Intercept 45.934890280 8.466936e-04
#> 934 b_Intercept 45.948316978 8.369132e-04
#> 935 b_Intercept 45.961743676 8.277579e-04
#> 936 b_Intercept 45.975170375 8.191534e-04
#> 937 b_Intercept 45.988597073 8.110964e-04
#> 938 b_Intercept 46.002023771 8.036017e-04
#> 939 b_Intercept 46.015450470 7.966833e-04
#> 940 b_Intercept 46.028877168 7.903679e-04
#> 941 b_Intercept 46.042303866 7.848047e-04
#> 942 b_Intercept 46.055730565 7.798597e-04
#> 943 b_Intercept 46.069157263 7.755404e-04
#> 944 b_Intercept 46.082583962 7.718527e-04
#> 945 b_Intercept 46.096010660 7.688011e-04
#> 946 b_Intercept 46.109437358 7.664406e-04
#> 947 b_Intercept 46.122864057 7.648354e-04
#> 948 b_Intercept 46.136290755 7.638649e-04
#> 949 b_Intercept 46.149717453 7.635231e-04
#> 950 b_Intercept 46.163144152 7.638023e-04
#> 951 b_Intercept 46.176570850 7.646929e-04
#> 952 b_Intercept 46.189997549 7.662643e-04
#> 953 b_Intercept 46.203424247 7.684826e-04
#> 954 b_Intercept 46.216850945 7.712550e-04
#> 955 b_Intercept 46.230277644 7.745606e-04
#> 956 b_Intercept 46.243704342 7.783765e-04
#> 957 b_Intercept 46.257131040 7.826782e-04
#> 958 b_Intercept 46.270557739 7.875214e-04
#> 959 b_Intercept 46.283984437 7.928019e-04
#> 960 b_Intercept 46.297411136 7.984580e-04
#> 961 b_Intercept 46.310837834 8.044563e-04
#> 962 b_Intercept 46.324264532 8.107616e-04
#> 963 b_Intercept 46.337691231 8.173377e-04
#> 964 b_Intercept 46.351117929 8.241908e-04
#> 965 b_Intercept 46.364544627 8.312112e-04
#> 966 b_Intercept 46.377971326 8.383579e-04
#> 967 b_Intercept 46.391398024 8.455903e-04
#> 968 b_Intercept 46.404824723 8.528677e-04
#> 969 b_Intercept 46.418251421 8.601459e-04
#> 970 b_Intercept 46.431678119 8.673576e-04
#> 971 b_Intercept 46.445104818 8.744620e-04
#> 972 b_Intercept 46.458531516 8.814192e-04
#> 973 b_Intercept 46.471958214 8.881897e-04
#> 974 b_Intercept 46.485384913 8.947350e-04
#> 975 b_Intercept 46.498811611 9.009811e-04
#> 976 b_Intercept 46.512238310 9.068616e-04
#> 977 b_Intercept 46.525665008 9.123835e-04
#> 978 b_Intercept 46.539091706 9.175145e-04
#> 979 b_Intercept 46.552518405 9.222241e-04
#> 980 b_Intercept 46.565945103 9.264829e-04
#> 981 b_Intercept 46.579371801 9.301741e-04
#> 982 b_Intercept 46.592798500 9.333010e-04
#> 983 b_Intercept 46.606225198 9.358871e-04
#> 984 b_Intercept 46.619651896 9.379134e-04
#> 985 b_Intercept 46.633078595 9.393628e-04
#> 986 b_Intercept 46.646505293 9.402201e-04
#> 987 b_Intercept 46.659931992 9.403279e-04
#> 988 b_Intercept 46.673358690 9.397949e-04
#> 989 b_Intercept 46.686785388 9.386348e-04
#> 990 b_Intercept 46.700212087 9.368436e-04
#> 991 b_Intercept 46.713638785 9.344189e-04
#> 992 b_Intercept 46.727065483 9.313433e-04
#> 993 b_Intercept 46.740492182 9.274873e-04
#> 994 b_Intercept 46.753918880 9.230075e-04
#> 995 b_Intercept 46.767345579 9.179112e-04
#> 996 b_Intercept 46.780772277 9.122075e-04
#> 997 b_Intercept 46.794198975 9.059064e-04
#> 998 b_Intercept 46.807625674 8.989710e-04
#> 999 b_Intercept 46.821052372 8.913692e-04
#> 1000 b_Intercept 46.834479070 8.832212e-04
#> 1001 b_Intercept 46.847905769 8.745435e-04
#> 1002 b_Intercept 46.861332467 8.653539e-04
#> 1003 b_Intercept 46.874759166 8.556704e-04
#> 1004 b_Intercept 46.888185864 8.454475e-04
#> 1005 b_Intercept 46.901612562 8.347279e-04
#> 1006 b_Intercept 46.915039261 8.235886e-04
#> 1007 b_Intercept 46.928465959 8.120505e-04
#> 1008 b_Intercept 46.941892657 8.001347e-04
#> 1009 b_Intercept 46.955319356 7.878627e-04
#> 1010 b_Intercept 46.968746054 7.751944e-04
#> 1011 b_Intercept 46.982172753 7.622084e-04
#> 1012 b_Intercept 46.995599451 7.489457e-04
#> 1013 b_Intercept 47.009026149 7.354274e-04
#> 1014 b_Intercept 47.022452848 7.216743e-04
#> 1015 b_Intercept 47.035879546 7.077070e-04
#> 1016 b_Intercept 47.049306244 6.935037e-04
#> 1017 b_Intercept 47.062732943 6.791402e-04
#> 1018 b_Intercept 47.076159641 6.646359e-04
#> 1019 b_Intercept 47.089586340 6.500093e-04
#> 1020 b_Intercept 47.103013038 6.352789e-04
#> 1021 b_Intercept 47.116439736 6.204588e-04
#> 1022 b_Intercept 47.129866435 6.055648e-04
#> 1023 b_Intercept 47.143293133 5.906308e-04
#> 1024 b_Intercept 47.156719831 5.756727e-04
#> 1025 b_wt -6.350193401 6.761038e-04
#> 1026 b_wt -6.343636688 6.820643e-04
#> 1027 b_wt -6.337079975 6.876098e-04
#> 1028 b_wt -6.330523261 6.928117e-04
#> 1029 b_wt -6.323966548 6.977795e-04
#> 1030 b_wt -6.317409835 7.025808e-04
#> 1031 b_wt -6.310853122 7.072886e-04
#> 1032 b_wt -6.304296409 7.119813e-04
#> 1033 b_wt -6.297739695 7.167537e-04
#> 1034 b_wt -6.291182982 7.217557e-04
#> 1035 b_wt -6.284626269 7.270730e-04
#> 1036 b_wt -6.278069556 7.328086e-04
#> 1037 b_wt -6.271512843 7.390695e-04
#> 1038 b_wt -6.264956129 7.459659e-04
#> 1039 b_wt -6.258399416 7.536172e-04
#> 1040 b_wt -6.251842703 7.623805e-04
#> 1041 b_wt -6.245285990 7.722040e-04
#> 1042 b_wt -6.238729277 7.832098e-04
#> 1043 b_wt -6.232172564 7.955208e-04
#> 1044 b_wt -6.225615850 8.092604e-04
#> 1045 b_wt -6.219059137 8.245517e-04
#> 1046 b_wt -6.212502424 8.418747e-04
#> 1047 b_wt -6.205945711 8.611449e-04
#> 1048 b_wt -6.199388998 8.824024e-04
#> 1049 b_wt -6.192832284 9.057615e-04
#> 1050 b_wt -6.186275571 9.313335e-04
#> 1051 b_wt -6.179718858 9.592259e-04
#> 1052 b_wt -6.173162145 9.899008e-04
#> 1053 b_wt -6.166605432 1.023392e-03
#> 1054 b_wt -6.160048718 1.059548e-03
#> 1055 b_wt -6.153492005 1.098450e-03
#> 1056 b_wt -6.146935292 1.140171e-03
#> 1057 b_wt -6.140378579 1.184778e-03
#> 1058 b_wt -6.133821866 1.232597e-03
#> 1059 b_wt -6.127265152 1.283879e-03
#> 1060 b_wt -6.120708439 1.338220e-03
#> 1061 b_wt -6.114151726 1.395645e-03
#> 1062 b_wt -6.107595013 1.456170e-03
#> 1063 b_wt -6.101038300 1.519806e-03
#> 1064 b_wt -6.094481586 1.586662e-03
#> 1065 b_wt -6.087924873 1.657231e-03
#> 1066 b_wt -6.081368160 1.730859e-03
#> 1067 b_wt -6.074811447 1.807508e-03
#> 1068 b_wt -6.068254734 1.887130e-03
#> 1069 b_wt -6.061698020 1.969671e-03
#> 1070 b_wt -6.055141307 2.055066e-03
#> 1071 b_wt -6.048584594 2.143829e-03
#> 1072 b_wt -6.042027881 2.235279e-03
#> 1073 b_wt -6.035471168 2.329276e-03
#> 1074 b_wt -6.028914454 2.425715e-03
#> 1075 b_wt -6.022357741 2.524487e-03
#> 1076 b_wt -6.015801028 2.625476e-03
#> 1077 b_wt -6.009244315 2.728882e-03
#> 1078 b_wt -6.002687602 2.834314e-03
#> 1079 b_wt -5.996130888 2.941496e-03
#> 1080 b_wt -5.989574175 3.050288e-03
#> 1081 b_wt -5.983017462 3.160551e-03
#> 1082 b_wt -5.976460749 3.272140e-03
#> 1083 b_wt -5.969904036 3.385024e-03
#> 1084 b_wt -5.963347322 3.498993e-03
#> 1085 b_wt -5.956790609 3.613763e-03
#> 1086 b_wt -5.950233896 3.729189e-03
#> 1087 b_wt -5.943677183 3.845130e-03
#> 1088 b_wt -5.937120470 3.961446e-03
#> 1089 b_wt -5.930563756 4.078005e-03
#> 1090 b_wt -5.924007043 4.194629e-03
#> 1091 b_wt -5.917450330 4.311155e-03
#> 1092 b_wt -5.910893617 4.427465e-03
#> 1093 b_wt -5.904336904 4.543446e-03
#> 1094 b_wt -5.897780191 4.658990e-03
#> 1095 b_wt -5.891223477 4.773987e-03
#> 1096 b_wt -5.884666764 4.888176e-03
#> 1097 b_wt -5.878110051 5.001597e-03
#> 1098 b_wt -5.871553338 5.114177e-03
#> 1099 b_wt -5.864996625 5.225851e-03
#> 1100 b_wt -5.858439911 5.336560e-03
#> 1101 b_wt -5.851883198 5.446251e-03
#> 1102 b_wt -5.845326485 5.554659e-03
#> 1103 b_wt -5.838769772 5.661910e-03
#> 1104 b_wt -5.832213059 5.768023e-03
#> 1105 b_wt -5.825656345 5.872981e-03
#> 1106 b_wt -5.819099632 5.976774e-03
#> 1107 b_wt -5.812542919 6.079398e-03
#> 1108 b_wt -5.805986206 6.180683e-03
#> 1109 b_wt -5.799429493 6.280710e-03
#> 1110 b_wt -5.792872779 6.379601e-03
#> 1111 b_wt -5.786316066 6.477377e-03
#> 1112 b_wt -5.779759353 6.574061e-03
#> 1113 b_wt -5.773202640 6.669683e-03
#> 1114 b_wt -5.766645927 6.764179e-03
#> 1115 b_wt -5.760089213 6.857551e-03
#> 1116 b_wt -5.753532500 6.949985e-03
#> 1117 b_wt -5.746975787 7.041519e-03
#> 1118 b_wt -5.740419074 7.132194e-03
#> 1119 b_wt -5.733862361 7.222049e-03
#> 1120 b_wt -5.727305647 7.311097e-03
#> 1121 b_wt -5.720748934 7.399286e-03
#> 1122 b_wt -5.714192221 7.486807e-03
#> 1123 b_wt -5.707635508 7.573704e-03
#> 1124 b_wt -5.701078795 7.660017e-03
#> 1125 b_wt -5.694522081 7.745790e-03
#> 1126 b_wt -5.687965368 7.831062e-03
#> 1127 b_wt -5.681408655 7.915785e-03
#> 1128 b_wt -5.674851942 8.000111e-03
#> 1129 b_wt -5.668295229 8.084087e-03
#> 1130 b_wt -5.661738515 8.167752e-03
#> 1131 b_wt -5.655181802 8.251150e-03
#> 1132 b_wt -5.648625089 8.334325e-03
#> 1133 b_wt -5.642068376 8.417300e-03
#> 1134 b_wt -5.635511663 8.500162e-03
#> 1135 b_wt -5.628954949 8.582972e-03
#> 1136 b_wt -5.622398236 8.665781e-03
#> 1137 b_wt -5.615841523 8.748648e-03
#> 1138 b_wt -5.609284810 8.831630e-03
#> 1139 b_wt -5.602728097 8.914827e-03
#> 1140 b_wt -5.596171384 8.998338e-03
#> 1141 b_wt -5.589614670 9.082221e-03
#> 1142 b_wt -5.583057957 9.166559e-03
#> 1143 b_wt -5.576501244 9.251442e-03
#> 1144 b_wt -5.569944531 9.336965e-03
#> 1145 b_wt -5.563387818 9.423294e-03
#> 1146 b_wt -5.556831104 9.510670e-03
#> 1147 b_wt -5.550274391 9.599093e-03
#> 1148 b_wt -5.543717678 9.688695e-03
#> 1149 b_wt -5.537160965 9.779614e-03
#> 1150 b_wt -5.530604252 9.871997e-03
#> 1151 b_wt -5.524047538 9.966033e-03
#> 1152 b_wt -5.517490825 1.006230e-02
#> 1153 b_wt -5.510934112 1.016064e-02
#> 1154 b_wt -5.504377399 1.026122e-02
#> 1155 b_wt -5.497820686 1.036424e-02
#> 1156 b_wt -5.491263972 1.046990e-02
#> 1157 b_wt -5.484707259 1.057840e-02
#> 1158 b_wt -5.478150546 1.069065e-02
#> 1159 b_wt -5.471593833 1.080641e-02
#> 1160 b_wt -5.465037120 1.092582e-02
#> 1161 b_wt -5.458480406 1.104910e-02
#> 1162 b_wt -5.451923693 1.117650e-02
#> 1163 b_wt -5.445366980 1.130824e-02
#> 1164 b_wt -5.438810267 1.144534e-02
#> 1165 b_wt -5.432253554 1.158782e-02
#> 1166 b_wt -5.425696840 1.173553e-02
#> 1167 b_wt -5.419140127 1.188873e-02
#> 1168 b_wt -5.412583414 1.204765e-02
#> 1169 b_wt -5.406026701 1.221254e-02
#> 1170 b_wt -5.399469988 1.238430e-02
#> 1171 b_wt -5.392913274 1.256349e-02
#> 1172 b_wt -5.386356561 1.274951e-02
#> 1173 b_wt -5.379799848 1.294256e-02
#> 1174 b_wt -5.373243135 1.314286e-02
#> 1175 b_wt -5.366686422 1.335063e-02
#> 1176 b_wt -5.360129708 1.356645e-02
#> 1177 b_wt -5.353572995 1.379168e-02
#> 1178 b_wt -5.347016282 1.402506e-02
#> 1179 b_wt -5.340459569 1.426675e-02
#> 1180 b_wt -5.333902856 1.451691e-02
#> 1181 b_wt -5.327346142 1.477568e-02
#> 1182 b_wt -5.320789429 1.504320e-02
#> 1183 b_wt -5.314232716 1.532172e-02
#> 1184 b_wt -5.307676003 1.560930e-02
#> 1185 b_wt -5.301119290 1.590603e-02
#> 1186 b_wt -5.294562576 1.621198e-02
#> 1187 b_wt -5.288005863 1.652722e-02
#> 1188 b_wt -5.281449150 1.685182e-02
#> 1189 b_wt -5.274892437 1.718755e-02
#> 1190 b_wt -5.268335724 1.753327e-02
#> 1191 b_wt -5.261779011 1.788848e-02
#> 1192 b_wt -5.255222297 1.825320e-02
#> 1193 b_wt -5.248665584 1.862744e-02
#> 1194 b_wt -5.242108871 1.901120e-02
#> 1195 b_wt -5.235552158 1.940573e-02
#> 1196 b_wt -5.228995445 1.981078e-02
#> 1197 b_wt -5.222438731 2.022532e-02
#> 1198 b_wt -5.215882018 2.064933e-02
#> 1199 b_wt -5.209325305 2.108279e-02
#> 1200 b_wt -5.202768592 2.152568e-02
#> 1201 b_wt -5.196211879 2.197872e-02
#> 1202 b_wt -5.189655165 2.244261e-02
#> 1203 b_wt -5.183098452 2.291586e-02
#> 1204 b_wt -5.176541739 2.339843e-02
#> 1205 b_wt -5.169985026 2.389032e-02
#> 1206 b_wt -5.163428313 2.439152e-02
#> 1207 b_wt -5.156871599 2.490225e-02
#> 1208 b_wt -5.150314886 2.542422e-02
#> 1209 b_wt -5.143758173 2.595549e-02
#> 1210 b_wt -5.137201460 2.649605e-02
#> 1211 b_wt -5.130644747 2.704592e-02
#> 1212 b_wt -5.124088033 2.760512e-02
#> 1213 b_wt -5.117531320 2.817367e-02
#> 1214 b_wt -5.110974607 2.875360e-02
#> 1215 b_wt -5.104417894 2.934321e-02
#> 1216 b_wt -5.097861181 2.994229e-02
#> 1217 b_wt -5.091304467 3.055090e-02
#> 1218 b_wt -5.084747754 3.116909e-02
#> 1219 b_wt -5.078191041 3.179692e-02
#> 1220 b_wt -5.071634328 3.243599e-02
#> 1221 b_wt -5.065077615 3.308560e-02
#> 1222 b_wt -5.058520901 3.374506e-02
#> 1223 b_wt -5.051964188 3.441445e-02
#> 1224 b_wt -5.045407475 3.509382e-02
#> 1225 b_wt -5.038850762 3.578325e-02
#> 1226 b_wt -5.032294049 3.648391e-02
#> 1227 b_wt -5.025737335 3.719611e-02
#> 1228 b_wt -5.019180622 3.791862e-02
#> 1229 b_wt -5.012623909 3.865149e-02
#> 1230 b_wt -5.006067196 3.939479e-02
#> 1231 b_wt -4.999510483 4.014859e-02
#> 1232 b_wt -4.992953769 4.091354e-02
#> 1233 b_wt -4.986397056 4.169105e-02
#> 1234 b_wt -4.979840343 4.247926e-02
#> 1235 b_wt -4.973283630 4.327821e-02
#> 1236 b_wt -4.966726917 4.408796e-02
#> 1237 b_wt -4.960170203 4.490855e-02
#> 1238 b_wt -4.953613490 4.574006e-02
#> 1239 b_wt -4.947056777 4.658504e-02
#> 1240 b_wt -4.940500064 4.744100e-02
#> 1241 b_wt -4.933943351 4.830795e-02
#> 1242 b_wt -4.927386638 4.918593e-02
#> 1243 b_wt -4.920829924 5.007496e-02
#> 1244 b_wt -4.914273211 5.097505e-02
#> 1245 b_wt -4.907716498 5.188834e-02
#> 1246 b_wt -4.901159785 5.281326e-02
#> 1247 b_wt -4.894603072 5.374931e-02
#> 1248 b_wt -4.888046358 5.469649e-02
#> 1249 b_wt -4.881489645 5.565481e-02
#> 1250 b_wt -4.874932932 5.662427e-02
#> 1251 b_wt -4.868376219 5.760640e-02
#> 1252 b_wt -4.861819506 5.860078e-02
#> 1253 b_wt -4.855262792 5.960630e-02
#> 1254 b_wt -4.848706079 6.062295e-02
#> 1255 b_wt -4.842149366 6.165071e-02
#> 1256 b_wt -4.835592653 6.268957e-02
#> 1257 b_wt -4.829035940 6.374046e-02
#> 1258 b_wt -4.822479226 6.480408e-02
#> 1259 b_wt -4.815922513 6.587872e-02
#> 1260 b_wt -4.809365800 6.696434e-02
#> 1261 b_wt -4.802809087 6.806092e-02
#> 1262 b_wt -4.796252374 6.916840e-02
#> 1263 b_wt -4.789695660 7.028711e-02
#> 1264 b_wt -4.783138947 7.141882e-02
#> 1265 b_wt -4.776582234 7.256124e-02
#> 1266 b_wt -4.770025521 7.371432e-02
#> 1267 b_wt -4.763468808 7.487799e-02
#> 1268 b_wt -4.756912094 7.605216e-02
#> 1269 b_wt -4.750355381 7.723677e-02
#> 1270 b_wt -4.743798668 7.843396e-02
#> 1271 b_wt -4.737241955 7.964154e-02
#> 1272 b_wt -4.730685242 8.085924e-02
#> 1273 b_wt -4.724128528 8.208696e-02
#> 1274 b_wt -4.717571815 8.332459e-02
#> 1275 b_wt -4.711015102 8.457205e-02
#> 1276 b_wt -4.704458389 8.583082e-02
#> 1277 b_wt -4.697901676 8.709985e-02
#> 1278 b_wt -4.691344962 8.837835e-02
#> 1279 b_wt -4.684788249 8.966626e-02
#> 1280 b_wt -4.678231536 9.096348e-02
#> 1281 b_wt -4.671674823 9.226994e-02
#> 1282 b_wt -4.665118110 9.358664e-02
#> 1283 b_wt -4.658561396 9.491357e-02
#> 1284 b_wt -4.652004683 9.624960e-02
#> 1285 b_wt -4.645447970 9.759471e-02
#> 1286 b_wt -4.638891257 9.894893e-02
#> 1287 b_wt -4.632334544 1.003123e-01
#> 1288 b_wt -4.625777830 1.016854e-01
#> 1289 b_wt -4.619221117 1.030694e-01
#> 1290 b_wt -4.612664404 1.044630e-01
#> 1291 b_wt -4.606107691 1.058661e-01
#> 1292 b_wt -4.599550978 1.072790e-01
#> 1293 b_wt -4.592994265 1.087020e-01
#> 1294 b_wt -4.586437551 1.101353e-01
#> 1295 b_wt -4.579880838 1.115817e-01
#> 1296 b_wt -4.573324125 1.130392e-01
#> 1297 b_wt -4.566767412 1.145081e-01
#> 1298 b_wt -4.560210699 1.159890e-01
#> 1299 b_wt -4.553653985 1.174822e-01
#> 1300 b_wt -4.547097272 1.189881e-01
#> 1301 b_wt -4.540540559 1.205102e-01
#> 1302 b_wt -4.533983846 1.220470e-01
#> 1303 b_wt -4.527427133 1.235987e-01
#> 1304 b_wt -4.520870419 1.251657e-01
#> 1305 b_wt -4.514313706 1.267488e-01
#> 1306 b_wt -4.507756993 1.283486e-01
#> 1307 b_wt -4.501200280 1.299685e-01
#> 1308 b_wt -4.494643567 1.316085e-01
#> 1309 b_wt -4.488086853 1.332676e-01
#> 1310 b_wt -4.481530140 1.349466e-01
#> 1311 b_wt -4.474973427 1.366462e-01
#> 1312 b_wt -4.468416714 1.383670e-01
#> 1313 b_wt -4.461860001 1.401117e-01
#> 1314 b_wt -4.455303287 1.418825e-01
#> 1315 b_wt -4.448746574 1.436768e-01
#> 1316 b_wt -4.442189861 1.454951e-01
#> 1317 b_wt -4.435633148 1.473378e-01
#> 1318 b_wt -4.429076435 1.492055e-01
#> 1319 b_wt -4.422519721 1.510996e-01
#> 1320 b_wt -4.415963008 1.530244e-01
#> 1321 b_wt -4.409406295 1.549753e-01
#> 1322 b_wt -4.402849582 1.569524e-01
#> 1323 b_wt -4.396292869 1.589556e-01
#> 1324 b_wt -4.389736155 1.609850e-01
#> 1325 b_wt -4.383179442 1.630404e-01
#> 1326 b_wt -4.376622729 1.651274e-01
#> 1327 b_wt -4.370066016 1.672401e-01
#> 1328 b_wt -4.363509303 1.693775e-01
#> 1329 b_wt -4.356952589 1.715393e-01
#> 1330 b_wt -4.350395876 1.737246e-01
#> 1331 b_wt -4.343839163 1.759328e-01
#> 1332 b_wt -4.337282450 1.781667e-01
#> 1333 b_wt -4.330725737 1.804225e-01
#> 1334 b_wt -4.324169023 1.826977e-01
#> 1335 b_wt -4.317612310 1.849911e-01
#> 1336 b_wt -4.311055597 1.873016e-01
#> 1337 b_wt -4.304498884 1.896279e-01
#> 1338 b_wt -4.297942171 1.919701e-01
#> 1339 b_wt -4.291385457 1.943262e-01
#> 1340 b_wt -4.284828744 1.966928e-01
#> 1341 b_wt -4.278272031 1.990687e-01
#> 1342 b_wt -4.271715318 2.014522e-01
#> 1343 b_wt -4.265158605 2.038419e-01
#> 1344 b_wt -4.258601892 2.062364e-01
#> 1345 b_wt -4.252045178 2.086338e-01
#> 1346 b_wt -4.245488465 2.110320e-01
#> 1347 b_wt -4.238931752 2.134295e-01
#> 1348 b_wt -4.232375039 2.158249e-01
#> 1349 b_wt -4.225818326 2.182170e-01
#> 1350 b_wt -4.219261612 2.206043e-01
#> 1351 b_wt -4.212704899 2.229842e-01
#> 1352 b_wt -4.206148186 2.253565e-01
#> 1353 b_wt -4.199591473 2.277205e-01
#> 1354 b_wt -4.193034760 2.300754e-01
#> 1355 b_wt -4.186478046 2.324204e-01
#> 1356 b_wt -4.179921333 2.347550e-01
#> 1357 b_wt -4.173364620 2.370763e-01
#> 1358 b_wt -4.166807907 2.393860e-01
#> 1359 b_wt -4.160251194 2.416842e-01
#> 1360 b_wt -4.153694480 2.439710e-01
#> 1361 b_wt -4.147137767 2.462466e-01
#> 1362 b_wt -4.140581054 2.485111e-01
#> 1363 b_wt -4.134024341 2.507636e-01
#> 1364 b_wt -4.127467628 2.530054e-01
#> 1365 b_wt -4.120910914 2.552382e-01
#> 1366 b_wt -4.114354201 2.574628e-01
#> 1367 b_wt -4.107797488 2.596800e-01
#> 1368 b_wt -4.101240775 2.618908e-01
#> 1369 b_wt -4.094684062 2.640959e-01
#> 1370 b_wt -4.088127348 2.662967e-01
#> 1371 b_wt -4.081570635 2.684951e-01
#> 1372 b_wt -4.075013922 2.706924e-01
#> 1373 b_wt -4.068457209 2.728897e-01
#> 1374 b_wt -4.061900496 2.750883e-01
#> 1375 b_wt -4.055343782 2.772895e-01
#> 1376 b_wt -4.048787069 2.794958e-01
#> 1377 b_wt -4.042230356 2.817076e-01
#> 1378 b_wt -4.035673643 2.839261e-01
#> 1379 b_wt -4.029116930 2.861524e-01
#> 1380 b_wt -4.022560216 2.883874e-01
#> 1381 b_wt -4.016003503 2.906320e-01
#> 1382 b_wt -4.009446790 2.928898e-01
#> 1383 b_wt -4.002890077 2.951591e-01
#> 1384 b_wt -3.996333364 2.974404e-01
#> 1385 b_wt -3.989776650 2.997343e-01
#> 1386 b_wt -3.983219937 3.020409e-01
#> 1387 b_wt -3.976663224 3.043605e-01
#> 1388 b_wt -3.970106511 3.066955e-01
#> 1389 b_wt -3.963549798 3.090441e-01
#> 1390 b_wt -3.956993084 3.114054e-01
#> 1391 b_wt -3.950436371 3.137790e-01
#> 1392 b_wt -3.943879658 3.161644e-01
#> 1393 b_wt -3.937322945 3.185610e-01
#> 1394 b_wt -3.930766232 3.209694e-01
#> 1395 b_wt -3.924209519 3.233881e-01
#> 1396 b_wt -3.917652805 3.258152e-01
#> 1397 b_wt -3.911096092 3.282495e-01
#> 1398 b_wt -3.904539379 3.306902e-01
#> 1399 b_wt -3.897982666 3.331359e-01
#> 1400 b_wt -3.891425953 3.355858e-01
#> 1401 b_wt -3.884869239 3.380384e-01
#> 1402 b_wt -3.878312526 3.404918e-01
#> 1403 b_wt -3.871755813 3.429447e-01
#> 1404 b_wt -3.865199100 3.453960e-01
#> 1405 b_wt -3.858642387 3.478445e-01
#> 1406 b_wt -3.852085673 3.502887e-01
#> 1407 b_wt -3.845528960 3.527262e-01
#> 1408 b_wt -3.838972247 3.551566e-01
#> 1409 b_wt -3.832415534 3.575790e-01
#> 1410 b_wt -3.825858821 3.599924e-01
#> 1411 b_wt -3.819302107 3.623959e-01
#> 1412 b_wt -3.812745394 3.647886e-01
#> 1413 b_wt -3.806188681 3.671671e-01
#> 1414 b_wt -3.799631968 3.695327e-01
#> 1415 b_wt -3.793075255 3.718851e-01
#> 1416 b_wt -3.786518541 3.742239e-01
#> 1417 b_wt -3.779961828 3.765487e-01
#> 1418 b_wt -3.773405115 3.788591e-01
#> 1419 b_wt -3.766848402 3.811527e-01
#> 1420 b_wt -3.760291689 3.834302e-01
#> 1421 b_wt -3.753734975 3.856929e-01
#> 1422 b_wt -3.747178262 3.879407e-01
#> 1423 b_wt -3.740621549 3.901737e-01
#> 1424 b_wt -3.734064836 3.923921e-01
#> 1425 b_wt -3.727508123 3.945944e-01
#> 1426 b_wt -3.720951409 3.967807e-01
#> 1427 b_wt -3.714394696 3.989531e-01
#> 1428 b_wt -3.707837983 4.011119e-01
#> 1429 b_wt -3.701281270 4.032573e-01
#> 1430 b_wt -3.694724557 4.053896e-01
#> 1431 b_wt -3.688167843 4.075085e-01
#> 1432 b_wt -3.681611130 4.096127e-01
#> 1433 b_wt -3.675054417 4.117049e-01
#> 1434 b_wt -3.668497704 4.137852e-01
#> 1435 b_wt -3.661940991 4.158538e-01
#> 1436 b_wt -3.655384277 4.179109e-01
#> 1437 b_wt -3.648827564 4.199567e-01
#> 1438 b_wt -3.642270851 4.219885e-01
#> 1439 b_wt -3.635714138 4.240091e-01
#> 1440 b_wt -3.629157425 4.260184e-01
#> 1441 b_wt -3.622600712 4.280163e-01
#> 1442 b_wt -3.616043998 4.300027e-01
#> 1443 b_wt -3.609487285 4.319773e-01
#> 1444 b_wt -3.602930572 4.339376e-01
#> 1445 b_wt -3.596373859 4.358848e-01
#> 1446 b_wt -3.589817146 4.378190e-01
#> 1447 b_wt -3.583260432 4.397398e-01
#> 1448 b_wt -3.576703719 4.416468e-01
#> 1449 b_wt -3.570147006 4.435393e-01
#> 1450 b_wt -3.563590293 4.454146e-01
#> 1451 b_wt -3.557033580 4.472723e-01
#> 1452 b_wt -3.550476866 4.491132e-01
#> 1453 b_wt -3.543920153 4.509366e-01
#> 1454 b_wt -3.537363440 4.527418e-01
#> 1455 b_wt -3.530806727 4.545279e-01
#> 1456 b_wt -3.524250014 4.562924e-01
#> 1457 b_wt -3.517693300 4.580326e-01
#> 1458 b_wt -3.511136587 4.597507e-01
#> 1459 b_wt -3.504579874 4.614459e-01
#> 1460 b_wt -3.498023161 4.631172e-01
#> 1461 b_wt -3.491466448 4.647639e-01
#> 1462 b_wt -3.484909734 4.663841e-01
#> 1463 b_wt -3.478353021 4.679720e-01
#> 1464 b_wt -3.471796308 4.695320e-01
#> 1465 b_wt -3.465239595 4.710632e-01
#> 1466 b_wt -3.458682882 4.725647e-01
#> 1467 b_wt -3.452126168 4.740357e-01
#> 1468 b_wt -3.445569455 4.754754e-01
#> 1469 b_wt -3.439012742 4.768756e-01
#> 1470 b_wt -3.432456029 4.782415e-01
#> 1471 b_wt -3.425899316 4.795732e-01
#> 1472 b_wt -3.419342602 4.808698e-01
#> 1473 b_wt -3.412785889 4.821306e-01
#> 1474 b_wt -3.406229176 4.833549e-01
#> 1475 b_wt -3.399672463 4.845357e-01
#> 1476 b_wt -3.393115750 4.856754e-01
#> 1477 b_wt -3.386559036 4.867763e-01
#> 1478 b_wt -3.380002323 4.878376e-01
#> 1479 b_wt -3.373445610 4.888589e-01
#> 1480 b_wt -3.366888897 4.898395e-01
#> 1481 b_wt -3.360332184 4.907745e-01
#> 1482 b_wt -3.353775470 4.916624e-01
#> 1483 b_wt -3.347218757 4.925083e-01
#> 1484 b_wt -3.340662044 4.933116e-01
#> 1485 b_wt -3.334105331 4.940721e-01
#> 1486 b_wt -3.327548618 4.947895e-01
#> 1487 b_wt -3.320991904 4.954611e-01
#> 1488 b_wt -3.314435191 4.960815e-01
#> 1489 b_wt -3.307878478 4.966583e-01
#> 1490 b_wt -3.301321765 4.971915e-01
#> 1491 b_wt -3.294765052 4.976811e-01
#> 1492 b_wt -3.288208339 4.981272e-01
#> 1493 b_wt -3.281651625 4.985296e-01
#> 1494 b_wt -3.275094912 4.988790e-01
#> 1495 b_wt -3.268538199 4.991856e-01
#> 1496 b_wt -3.261981486 4.994498e-01
#> 1497 b_wt -3.255424773 4.996720e-01
#> 1498 b_wt -3.248868059 4.998524e-01
#> 1499 b_wt -3.242311346 4.999917e-01
#> 1500 b_wt -3.235754633 5.000827e-01
#> 1501 b_wt -3.229197920 5.001322e-01
#> 1502 b_wt -3.222641207 5.001426e-01
#> 1503 b_wt -3.216084493 5.001146e-01
#> 1504 b_wt -3.209527780 5.000489e-01
#> 1505 b_wt -3.202971067 4.999463e-01
#> 1506 b_wt -3.196414354 4.998024e-01
#> 1507 b_wt -3.189857641 4.996201e-01
#> 1508 b_wt -3.183300927 4.994037e-01
#> 1509 b_wt -3.176744214 4.991539e-01
#> 1510 b_wt -3.170187501 4.988716e-01
#> 1511 b_wt -3.163630788 4.985574e-01
#> 1512 b_wt -3.157074075 4.982097e-01
#> 1513 b_wt -3.150517361 4.978277e-01
#> 1514 b_wt -3.143960648 4.974167e-01
#> 1515 b_wt -3.137403935 4.969774e-01
#> 1516 b_wt -3.130847222 4.965105e-01
#> 1517 b_wt -3.124290509 4.960166e-01
#> 1518 b_wt -3.117733795 4.954955e-01
#> 1519 b_wt -3.111177082 4.949436e-01
#> 1520 b_wt -3.104620369 4.943666e-01
#> 1521 b_wt -3.098063656 4.937650e-01
#> 1522 b_wt -3.091506943 4.931390e-01
#> 1523 b_wt -3.084950229 4.924890e-01
#> 1524 b_wt -3.078393516 4.918152e-01
#> 1525 b_wt -3.071836803 4.911125e-01
#> 1526 b_wt -3.065280090 4.903859e-01
#> 1527 b_wt -3.058723377 4.896356e-01
#> 1528 b_wt -3.052166663 4.888617e-01
#> 1529 b_wt -3.045609950 4.880638e-01
#> 1530 b_wt -3.039053237 4.872418e-01
#> 1531 b_wt -3.032496524 4.863912e-01
#> 1532 b_wt -3.025939811 4.855139e-01
#> 1533 b_wt -3.019383097 4.846112e-01
#> 1534 b_wt -3.012826384 4.836825e-01
#> 1535 b_wt -3.006269671 4.827274e-01
#> 1536 b_wt -2.999712958 4.817452e-01
#> 1537 b_wt -2.993156245 4.807319e-01
#> 1538 b_wt -2.986599531 4.796867e-01
#> 1539 b_wt -2.980042818 4.786120e-01
#> 1540 b_wt -2.973486105 4.775073e-01
#> 1541 b_wt -2.966929392 4.763717e-01
#> 1542 b_wt -2.960372679 4.752046e-01
#> 1543 b_wt -2.953815966 4.740031e-01
#> 1544 b_wt -2.947259252 4.727627e-01
#> 1545 b_wt -2.940702539 4.714883e-01
#> 1546 b_wt -2.934145826 4.701793e-01
#> 1547 b_wt -2.927589113 4.688349e-01
#> 1548 b_wt -2.921032400 4.674548e-01
#> 1549 b_wt -2.914475686 4.660377e-01
#> 1550 b_wt -2.907918973 4.645753e-01
#> 1551 b_wt -2.901362260 4.630753e-01
#> 1552 b_wt -2.894805547 4.615374e-01
#> 1553 b_wt -2.888248834 4.599613e-01
#> 1554 b_wt -2.881692120 4.583468e-01
#> 1555 b_wt -2.875135407 4.566937e-01
#> 1556 b_wt -2.868578694 4.549942e-01
#> 1557 b_wt -2.862021981 4.532546e-01
#> 1558 b_wt -2.855465268 4.514765e-01
#> 1559 b_wt -2.848908554 4.496601e-01
#> 1560 b_wt -2.842351841 4.478056e-01
#> 1561 b_wt -2.835795128 4.459135e-01
#> 1562 b_wt -2.829238415 4.439786e-01
#> 1563 b_wt -2.822681702 4.420040e-01
#> 1564 b_wt -2.816124988 4.399937e-01
#> 1565 b_wt -2.809568275 4.379483e-01
#> 1566 b_wt -2.803011562 4.358688e-01
#> 1567 b_wt -2.796454849 4.337558e-01
#> 1568 b_wt -2.789898136 4.316075e-01
#> 1569 b_wt -2.783341422 4.294239e-01
#> 1570 b_wt -2.776784709 4.272107e-01
#> 1571 b_wt -2.770227996 4.249691e-01
#> 1572 b_wt -2.763671283 4.227003e-01
#> 1573 b_wt -2.757114570 4.204057e-01
#> 1574 b_wt -2.750557856 4.180857e-01
#> 1575 b_wt -2.744001143 4.157389e-01
#> 1576 b_wt -2.737444430 4.133714e-01
#> 1577 b_wt -2.730887717 4.109848e-01
#> 1578 b_wt -2.724331004 4.085808e-01
#> 1579 b_wt -2.717774290 4.061608e-01
#> 1580 b_wt -2.711217577 4.037265e-01
#> 1581 b_wt -2.704660864 4.012774e-01
#> 1582 b_wt -2.698104151 3.988183e-01
#> 1583 b_wt -2.691547438 3.963510e-01
#> 1584 b_wt -2.684990724 3.938771e-01
#> 1585 b_wt -2.678434011 3.913985e-01
#> 1586 b_wt -2.671877298 3.889168e-01
#> 1587 b_wt -2.665320585 3.864338e-01
#> 1588 b_wt -2.658763872 3.839520e-01
#> 1589 b_wt -2.652207158 3.814730e-01
#> 1590 b_wt -2.645650445 3.789985e-01
#> 1591 b_wt -2.639093732 3.765301e-01
#> 1592 b_wt -2.632537019 3.740691e-01
#> 1593 b_wt -2.625980306 3.716185e-01
#> 1594 b_wt -2.619423593 3.691802e-01
#> 1595 b_wt -2.612866879 3.667544e-01
#> 1596 b_wt -2.606310166 3.643424e-01
#> 1597 b_wt -2.599753453 3.619455e-01
#> 1598 b_wt -2.593196740 3.595646e-01
#> 1599 b_wt -2.586640027 3.572022e-01
#> 1600 b_wt -2.580083313 3.548613e-01
#> 1601 b_wt -2.573526600 3.525399e-01
#> 1602 b_wt -2.566969887 3.502386e-01
#> 1603 b_wt -2.560413174 3.479581e-01
#> 1604 b_wt -2.553856461 3.456990e-01
#> 1605 b_wt -2.547299747 3.434622e-01
#> 1606 b_wt -2.540743034 3.412524e-01
#> 1607 b_wt -2.534186321 3.390651e-01
#> 1608 b_wt -2.527629608 3.369005e-01
#> 1609 b_wt -2.521072895 3.347584e-01
#> 1610 b_wt -2.514516181 3.326389e-01
#> 1611 b_wt -2.507959468 3.305417e-01
#> 1612 b_wt -2.501402755 3.284709e-01
#> 1613 b_wt -2.494846042 3.264222e-01
#> 1614 b_wt -2.488289329 3.243944e-01
#> 1615 b_wt -2.481732615 3.223868e-01
#> 1616 b_wt -2.475175902 3.203988e-01
#> 1617 b_wt -2.468619189 3.184295e-01
#> 1618 b_wt -2.462062476 3.164808e-01
#> 1619 b_wt -2.455505763 3.145499e-01
#> 1620 b_wt -2.448949049 3.126345e-01
#> 1621 b_wt -2.442392336 3.107334e-01
#> 1622 b_wt -2.435835623 3.088454e-01
#> 1623 b_wt -2.429278910 3.069695e-01
#> 1624 b_wt -2.422722197 3.051053e-01
#> 1625 b_wt -2.416165483 3.032512e-01
#> 1626 b_wt -2.409608770 3.014045e-01
#> 1627 b_wt -2.403052057 2.995639e-01
#> 1628 b_wt -2.396495344 2.977279e-01
#> 1629 b_wt -2.389938631 2.958953e-01
#> 1630 b_wt -2.383381917 2.940646e-01
#> 1631 b_wt -2.376825204 2.922339e-01
#> 1632 b_wt -2.370268491 2.904015e-01
#> 1633 b_wt -2.363711778 2.885660e-01
#> 1634 b_wt -2.357155065 2.867261e-01
#> 1635 b_wt -2.350598351 2.848805e-01
#> 1636 b_wt -2.344041638 2.830277e-01
#> 1637 b_wt -2.337484925 2.811642e-01
#> 1638 b_wt -2.330928212 2.792904e-01
#> 1639 b_wt -2.324371499 2.774050e-01
#> 1640 b_wt -2.317814785 2.755070e-01
#> 1641 b_wt -2.311258072 2.735953e-01
#> 1642 b_wt -2.304701359 2.716689e-01
#> 1643 b_wt -2.298144646 2.697237e-01
#> 1644 b_wt -2.291587933 2.677605e-01
#> 1645 b_wt -2.285031220 2.657794e-01
#> 1646 b_wt -2.278474506 2.637796e-01
#> 1647 b_wt -2.271917793 2.617607e-01
#> 1648 b_wt -2.265361080 2.597219e-01
#> 1649 b_wt -2.258804367 2.576600e-01
#> 1650 b_wt -2.252247654 2.555750e-01
#> 1651 b_wt -2.245690940 2.534688e-01
#> 1652 b_wt -2.239134227 2.513412e-01
#> 1653 b_wt -2.232577514 2.491920e-01
#> 1654 b_wt -2.226020801 2.470214e-01
#> 1655 b_wt -2.219464088 2.448275e-01
#> 1656 b_wt -2.212907374 2.426090e-01
#> 1657 b_wt -2.206350661 2.403697e-01
#> 1658 b_wt -2.199793948 2.381098e-01
#> 1659 b_wt -2.193237235 2.358299e-01
#> 1660 b_wt -2.186680522 2.335304e-01
#> 1661 b_wt -2.180123808 2.312116e-01
#> 1662 b_wt -2.173567095 2.288710e-01
#> 1663 b_wt -2.167010382 2.265135e-01
#> 1664 b_wt -2.160453669 2.241400e-01
#> 1665 b_wt -2.153896956 2.217515e-01
#> 1666 b_wt -2.147340242 2.193490e-01
#> 1667 b_wt -2.140783529 2.169335e-01
#> 1668 b_wt -2.134226816 2.145040e-01
#> 1669 b_wt -2.127670103 2.120645e-01
#> 1670 b_wt -2.121113390 2.096164e-01
#> 1671 b_wt -2.114556676 2.071610e-01
#> 1672 b_wt -2.107999963 2.046997e-01
#> 1673 b_wt -2.101443250 2.022339e-01
#> 1674 b_wt -2.094886537 1.997647e-01
#> 1675 b_wt -2.088329824 1.972944e-01
#> 1676 b_wt -2.081773110 1.948247e-01
#> 1677 b_wt -2.075216397 1.923570e-01
#> 1678 b_wt -2.068659684 1.898926e-01
#> 1679 b_wt -2.062102971 1.874331e-01
#> 1680 b_wt -2.055546258 1.849807e-01
#> 1681 b_wt -2.048989544 1.825376e-01
#> 1682 b_wt -2.042432831 1.801043e-01
#> 1683 b_wt -2.035876118 1.776821e-01
#> 1684 b_wt -2.029319405 1.752722e-01
#> 1685 b_wt -2.022762692 1.728759e-01
#> 1686 b_wt -2.016205978 1.704954e-01
#> 1687 b_wt -2.009649265 1.681340e-01
#> 1688 b_wt -2.003092552 1.657904e-01
#> 1689 b_wt -1.996535839 1.634653e-01
#> 1690 b_wt -1.989979126 1.611597e-01
#> 1691 b_wt -1.983422412 1.588745e-01
#> 1692 b_wt -1.976865699 1.566105e-01
#> 1693 b_wt -1.970308986 1.543739e-01
#> 1694 b_wt -1.963752273 1.521601e-01
#> 1695 b_wt -1.957195560 1.499699e-01
#> 1696 b_wt -1.950638847 1.478036e-01
#> 1697 b_wt -1.944082133 1.456616e-01
#> 1698 b_wt -1.937525420 1.435444e-01
#> 1699 b_wt -1.930968707 1.414571e-01
#> 1700 b_wt -1.924411994 1.393963e-01
#> 1701 b_wt -1.917855281 1.373610e-01
#> 1702 b_wt -1.911298567 1.353512e-01
#> 1703 b_wt -1.904741854 1.333670e-01
#> 1704 b_wt -1.898185141 1.314083e-01
#> 1705 b_wt -1.891628428 1.294786e-01
#> 1706 b_wt -1.885071715 1.275766e-01
#> 1707 b_wt -1.878515001 1.256998e-01
#> 1708 b_wt -1.871958288 1.238477e-01
#> 1709 b_wt -1.865401575 1.220203e-01
#> 1710 b_wt -1.858844862 1.202172e-01
#> 1711 b_wt -1.852288149 1.184403e-01
#> 1712 b_wt -1.845731435 1.166905e-01
#> 1713 b_wt -1.839174722 1.149641e-01
#> 1714 b_wt -1.832618009 1.132605e-01
#> 1715 b_wt -1.826061296 1.115797e-01
#> 1716 b_wt -1.819504583 1.099211e-01
#> 1717 b_wt -1.812947869 1.082853e-01
#> 1718 b_wt -1.806391156 1.066755e-01
#> 1719 b_wt -1.799834443 1.050869e-01
#> 1720 b_wt -1.793277730 1.035194e-01
#> 1721 b_wt -1.786721017 1.019726e-01
#> 1722 b_wt -1.780164303 1.004463e-01
#> 1723 b_wt -1.773607590 9.894035e-02
#> 1724 b_wt -1.767050877 9.745893e-02
#> 1725 b_wt -1.760494164 9.599777e-02
#> 1726 b_wt -1.753937451 9.455641e-02
#> 1727 b_wt -1.747380737 9.313476e-02
#> 1728 b_wt -1.740824024 9.173274e-02
#> 1729 b_wt -1.734267311 9.035030e-02
#> 1730 b_wt -1.727710598 8.899069e-02
#> 1731 b_wt -1.721153885 8.765199e-02
#> 1732 b_wt -1.714597171 8.633285e-02
#> 1733 b_wt -1.708040458 8.503331e-02
#> 1734 b_wt -1.701483745 8.375343e-02
#> 1735 b_wt -1.694927032 8.249324e-02
#> 1736 b_wt -1.688370319 8.125512e-02
#> 1737 b_wt -1.681813605 8.003926e-02
#> 1738 b_wt -1.675256892 7.884334e-02
#> 1739 b_wt -1.668700179 7.766742e-02
#> 1740 b_wt -1.662143466 7.651155e-02
#> 1741 b_wt -1.655586753 7.537579e-02
#> 1742 b_wt -1.649030040 7.426147e-02
#> 1743 b_wt -1.642473326 7.317080e-02
#> 1744 b_wt -1.635916613 7.210030e-02
#> 1745 b_wt -1.629359900 7.104994e-02
#> 1746 b_wt -1.622803187 7.001967e-02
#> 1747 b_wt -1.616246474 6.900940e-02
#> 1748 b_wt -1.609689760 6.801930e-02
#> 1749 b_wt -1.603133047 6.705337e-02
#> 1750 b_wt -1.596576334 6.610696e-02
#> 1751 b_wt -1.590019621 6.517986e-02
#> 1752 b_wt -1.583462908 6.427182e-02
#> 1753 b_wt -1.576906194 6.338257e-02
#> 1754 b_wt -1.570349481 6.251182e-02
#> 1755 b_wt -1.563792768 6.166270e-02
#> 1756 b_wt -1.557236055 6.083186e-02
#> 1757 b_wt -1.550679342 6.001816e-02
#> 1758 b_wt -1.544122628 5.922115e-02
#> 1759 b_wt -1.537565915 5.844035e-02
#> 1760 b_wt -1.531009202 5.767529e-02
#> 1761 b_wt -1.524452489 5.692752e-02
#> 1762 b_wt -1.517895776 5.619546e-02
#> 1763 b_wt -1.511339062 5.547714e-02
#> 1764 b_wt -1.504782349 5.477196e-02
#> 1765 b_wt -1.498225636 5.407934e-02
#> 1766 b_wt -1.491668923 5.339864e-02
#> 1767 b_wt -1.485112210 5.273023e-02
#> 1768 b_wt -1.478555496 5.207372e-02
#> 1769 b_wt -1.471998783 5.142688e-02
#> 1770 b_wt -1.465442070 5.078908e-02
#> 1771 b_wt -1.458885357 5.015969e-02
#> 1772 b_wt -1.452328644 4.953811e-02
#> 1773 b_wt -1.445771930 4.892400e-02
#> 1774 b_wt -1.439215217 4.831754e-02
#> 1775 b_wt -1.432658504 4.771679e-02
#> 1776 b_wt -1.426101791 4.712122e-02
#> 1777 b_wt -1.419545078 4.653030e-02
#> 1778 b_wt -1.412988364 4.594356e-02
#> 1779 b_wt -1.406431651 4.536054e-02
#> 1780 b_wt -1.399874938 4.478141e-02
#> 1781 b_wt -1.393318225 4.420498e-02
#> 1782 b_wt -1.386761512 4.363089e-02
#> 1783 b_wt -1.380204798 4.305883e-02
#> 1784 b_wt -1.373648085 4.248854e-02
#> 1785 b_wt -1.367091372 4.191979e-02
#> 1786 b_wt -1.360534659 4.135258e-02
#> 1787 b_wt -1.353977946 4.078656e-02
#> 1788 b_wt -1.347421232 4.022158e-02
#> 1789 b_wt -1.340864519 3.965759e-02
#> 1790 b_wt -1.334307806 3.909456e-02
#> 1791 b_wt -1.327751093 3.853252e-02
#> 1792 b_wt -1.321194380 3.797166e-02
#> 1793 b_wt -1.314637667 3.741210e-02
#> 1794 b_wt -1.308080953 3.685389e-02
#> 1795 b_wt -1.301524240 3.629718e-02
#> 1796 b_wt -1.294967527 3.574218e-02
#> 1797 b_wt -1.288410814 3.518909e-02
#> 1798 b_wt -1.281854101 3.463833e-02
#> 1799 b_wt -1.275297387 3.409050e-02
#> 1800 b_wt -1.268740674 3.354555e-02
#> 1801 b_wt -1.262183961 3.300375e-02
#> 1802 b_wt -1.255627248 3.246542e-02
#> 1803 b_wt -1.249070535 3.193086e-02
#> 1804 b_wt -1.242513821 3.140049e-02
#> 1805 b_wt -1.235957108 3.087561e-02
#> 1806 b_wt -1.229400395 3.035564e-02
#> 1807 b_wt -1.222843682 2.984090e-02
#> 1808 b_wt -1.216286969 2.933168e-02
#> 1809 b_wt -1.209730255 2.882825e-02
#> 1810 b_wt -1.203173542 2.833091e-02
#> 1811 b_wt -1.196616829 2.784128e-02
#> 1812 b_wt -1.190060116 2.735858e-02
#> 1813 b_wt -1.183503403 2.688282e-02
#> 1814 b_wt -1.176946689 2.641416e-02
#> 1815 b_wt -1.170389976 2.595280e-02
#> 1816 b_wt -1.163833263 2.549887e-02
#> 1817 b_wt -1.157276550 2.505367e-02
#> 1818 b_wt -1.150719837 2.461682e-02
#> 1819 b_wt -1.144163123 2.418772e-02
#> 1820 b_wt -1.137606410 2.376641e-02
#> 1821 b_wt -1.131049697 2.335291e-02
#> 1822 b_wt -1.124492984 2.294718e-02
#> 1823 b_wt -1.117936271 2.254998e-02
#> 1824 b_wt -1.111379557 2.216148e-02
#> 1825 b_wt -1.104822844 2.178053e-02
#> 1826 b_wt -1.098266131 2.140702e-02
#> 1827 b_wt -1.091709418 2.104081e-02
#> 1828 b_wt -1.085152705 2.068176e-02
#> 1829 b_wt -1.078595991 2.033004e-02
#> 1830 b_wt -1.072039278 1.998635e-02
#> 1831 b_wt -1.065482565 1.964917e-02
#> 1832 b_wt -1.058925852 1.931832e-02
#> 1833 b_wt -1.052369139 1.899357e-02
#> 1834 b_wt -1.045812425 1.867472e-02
#> 1835 b_wt -1.039255712 1.836156e-02
#> 1836 b_wt -1.032698999 1.805504e-02
#> 1837 b_wt -1.026142286 1.775366e-02
#> 1838 b_wt -1.019585573 1.745717e-02
#> 1839 b_wt -1.013028859 1.716537e-02
#> 1840 b_wt -1.006472146 1.687805e-02
#> 1841 b_wt -0.999915433 1.659500e-02
#> 1842 b_wt -0.993358720 1.631674e-02
#> 1843 b_wt -0.986802007 1.604250e-02
#> 1844 b_wt -0.980245294 1.577190e-02
#> 1845 b_wt -0.973688580 1.550478e-02
#> 1846 b_wt -0.967131867 1.524099e-02
#> 1847 b_wt -0.960575154 1.498041e-02
#> 1848 b_wt -0.954018441 1.472329e-02
#> 1849 b_wt -0.947461728 1.446942e-02
#> 1850 b_wt -0.940905014 1.421838e-02
#> 1851 b_wt -0.934348301 1.397010e-02
#> 1852 b_wt -0.927791588 1.372452e-02
#> 1853 b_wt -0.921234875 1.348160e-02
#> 1854 b_wt -0.914678162 1.324148e-02
#> 1855 b_wt -0.908121448 1.300435e-02
#> 1856 b_wt -0.901564735 1.276977e-02
#> 1857 b_wt -0.895008022 1.253777e-02
#> 1858 b_wt -0.888451309 1.230832e-02
#> 1859 b_wt -0.881894596 1.208146e-02
#> 1860 b_wt -0.875337882 1.185727e-02
#> 1861 b_wt -0.868781169 1.163627e-02
#> 1862 b_wt -0.862224456 1.141795e-02
#> 1863 b_wt -0.855667743 1.120235e-02
#> 1864 b_wt -0.849111030 1.098949e-02
#> 1865 b_wt -0.842554316 1.077943e-02
#> 1866 b_wt -0.835997603 1.057221e-02
#> 1867 b_wt -0.829440890 1.036846e-02
#> 1868 b_wt -0.822884177 1.016773e-02
#> 1869 b_wt -0.816327464 9.969955e-03
#> 1870 b_wt -0.809770750 9.775172e-03
#> 1871 b_wt -0.803214037 9.583404e-03
#> 1872 b_wt -0.796657324 9.394673e-03
#> 1873 b_wt -0.790100611 9.209480e-03
#> 1874 b_wt -0.783543898 9.027590e-03
#> 1875 b_wt -0.776987184 8.848762e-03
#> 1876 b_wt -0.770430471 8.672986e-03
#> 1877 b_wt -0.763873758 8.500250e-03
#> 1878 b_wt -0.757317045 8.330533e-03
#> 1879 b_wt -0.750760332 8.164121e-03
#> 1880 b_wt -0.744203618 8.001034e-03
#> 1881 b_wt -0.737646905 7.840836e-03
#> 1882 b_wt -0.731090192 7.683477e-03
#> 1883 b_wt -0.724533479 7.528902e-03
#> 1884 b_wt -0.717976766 7.377052e-03
#> 1885 b_wt -0.711420052 7.228002e-03
#> 1886 b_wt -0.704863339 7.081985e-03
#> 1887 b_wt -0.698306626 6.938444e-03
#> 1888 b_wt -0.691749913 6.797304e-03
#> 1889 b_wt -0.685193200 6.658487e-03
#> 1890 b_wt -0.678636486 6.521919e-03
#> 1891 b_wt -0.672079773 6.387528e-03
#> 1892 b_wt -0.665523060 6.255695e-03
#> 1893 b_wt -0.658966347 6.125839e-03
#> 1894 b_wt -0.652409634 5.997891e-03
#> 1895 b_wt -0.645852921 5.871786e-03
#> 1896 b_wt -0.639296207 5.747462e-03
#> 1897 b_wt -0.632739494 5.624861e-03
#> 1898 b_wt -0.626182781 5.504232e-03
#> 1899 b_wt -0.619626068 5.385286e-03
#> 1900 b_wt -0.613069355 5.267906e-03
#> 1901 b_wt -0.606512641 5.152065e-03
#> 1902 b_wt -0.599955928 5.037743e-03
#> 1903 b_wt -0.593399215 4.924924e-03
#> 1904 b_wt -0.586842502 4.813805e-03
#> 1905 b_wt -0.580285789 4.704340e-03
#> 1906 b_wt -0.573729075 4.596392e-03
#> 1907 b_wt -0.567172362 4.489982e-03
#> 1908 b_wt -0.560615649 4.385137e-03
#> 1909 b_wt -0.554058936 4.281892e-03
#> 1910 b_wt -0.547502223 4.180428e-03
#> 1911 b_wt -0.540945509 4.080930e-03
#> 1912 b_wt -0.534388796 3.983203e-03
#> 1913 b_wt -0.527832083 3.887303e-03
#> 1914 b_wt -0.521275370 3.793293e-03
#> 1915 b_wt -0.514718657 3.701238e-03
#> 1916 b_wt -0.508161943 3.611269e-03
#> 1917 b_wt -0.501605230 3.523845e-03
#> 1918 b_wt -0.495048517 3.438617e-03
#> 1919 b_wt -0.488491804 3.355652e-03
#> 1920 b_wt -0.481935091 3.275016e-03
#> 1921 b_wt -0.475378377 3.196770e-03
#> 1922 b_wt -0.468821664 3.120973e-03
#> 1923 b_wt -0.462264951 3.048242e-03
#> 1924 b_wt -0.455708238 2.978143e-03
#> 1925 b_wt -0.449151525 2.910667e-03
#> 1926 b_wt -0.442594811 2.845845e-03
#> 1927 b_wt -0.436038098 2.783704e-03
#> 1928 b_wt -0.429481385 2.724265e-03
#> 1929 b_wt -0.422924672 2.667988e-03
#> 1930 b_wt -0.416367959 2.614617e-03
#> 1931 b_wt -0.409811245 2.563944e-03
#> 1932 b_wt -0.403254532 2.515947e-03
#> 1933 b_wt -0.396697819 2.470594e-03
#> 1934 b_wt -0.390141106 2.427847e-03
#> 1935 b_wt -0.383584393 2.387937e-03
#> 1936 b_wt -0.377027679 2.350800e-03
#> 1937 b_wt -0.370470966 2.316047e-03
#> 1938 b_wt -0.363914253 2.283595e-03
#> 1939 b_wt -0.357357540 2.253354e-03
#> 1940 b_wt -0.350800827 2.225227e-03
#> 1941 b_wt -0.344244113 2.199226e-03
#> 1942 b_wt -0.337687400 2.175405e-03
#> 1943 b_wt -0.331130687 2.153291e-03
#> 1944 b_wt -0.324573974 2.132757e-03
#> 1945 b_wt -0.318017261 2.113674e-03
#> 1946 b_wt -0.311460548 2.095909e-03
#> 1947 b_wt -0.304903834 2.079335e-03
#> 1948 b_wt -0.298347121 2.063988e-03
#> 1949 b_wt -0.291790408 2.049458e-03
#> 1950 b_wt -0.285233695 2.035607e-03
#> 1951 b_wt -0.278676982 2.022295e-03
#> 1952 b_wt -0.272120268 2.009386e-03
#> 1953 b_wt -0.265563555 1.996745e-03
#> 1954 b_wt -0.259006842 1.984227e-03
#> 1955 b_wt -0.252450129 1.971644e-03
#> 1956 b_wt -0.245893416 1.958873e-03
#> 1957 b_wt -0.239336702 1.945798e-03
#> 1958 b_wt -0.232779989 1.932312e-03
#> 1959 b_wt -0.226223276 1.918311e-03
#> 1960 b_wt -0.219666563 1.903594e-03
#> 1961 b_wt -0.213109850 1.888068e-03
#> 1962 b_wt -0.206553136 1.871719e-03
#> 1963 b_wt -0.199996423 1.854481e-03
#> 1964 b_wt -0.193439710 1.836297e-03
#> 1965 b_wt -0.186882997 1.817116e-03
#> 1966 b_wt -0.180326284 1.796798e-03
#> 1967 b_wt -0.173769570 1.775240e-03
#> 1968 b_wt -0.167212857 1.752580e-03
#> 1969 b_wt -0.160656144 1.728809e-03
#> 1970 b_wt -0.154099431 1.703929e-03
#> 1971 b_wt -0.147542718 1.677945e-03
#> 1972 b_wt -0.140986004 1.650833e-03
#> 1973 b_wt -0.134429291 1.622460e-03
#> 1974 b_wt -0.127872578 1.593081e-03
#> 1975 b_wt -0.121315865 1.562739e-03
#> 1976 b_wt -0.114759152 1.531484e-03
#> 1977 b_wt -0.108202438 1.499375e-03
#> 1978 b_wt -0.101645725 1.466471e-03
#> 1979 b_wt -0.095089012 1.432703e-03
#> 1980 b_wt -0.088532299 1.398319e-03
#> 1981 b_wt -0.081975586 1.363409e-03
#> 1982 b_wt -0.075418872 1.328055e-03
#> 1983 b_wt -0.068862159 1.292342e-03
#> 1984 b_wt -0.062305446 1.256360e-03
#> 1985 b_wt -0.055748733 1.220190e-03
#> 1986 b_wt -0.049192020 1.183979e-03
#> 1987 b_wt -0.042635306 1.147829e-03
#> 1988 b_wt -0.036078593 1.111834e-03
#> 1989 b_wt -0.029521880 1.076087e-03
#> 1990 b_wt -0.022965167 1.040678e-03
#> 1991 b_wt -0.016408454 1.005765e-03
#> 1992 b_wt -0.009851740 9.714761e-04
#> 1993 b_wt -0.003295027 9.378434e-04
#> 1994 b_wt 0.003261686 9.049483e-04
#> 1995 b_wt 0.009818399 8.728695e-04
#> 1996 b_wt 0.016375112 8.416825e-04
#> 1997 b_wt 0.022931825 8.115313e-04
#> 1998 b_wt 0.029488539 7.826150e-04
#> 1999 b_wt 0.036045252 7.548287e-04
#> 2000 b_wt 0.042601965 7.282269e-04
#> 2001 b_wt 0.049158678 7.028597e-04
#> 2002 b_wt 0.055715391 6.787723e-04
#> 2003 b_wt 0.062272105 6.560273e-04
#> 2004 b_wt 0.068828818 6.349487e-04
#> 2005 b_wt 0.075385531 6.152684e-04
#> 2006 b_wt 0.081942244 5.970054e-04
#> 2007 b_wt 0.088498957 5.801733e-04
#> 2008 b_wt 0.095055671 5.647808e-04
#> 2009 b_wt 0.101612384 5.508313e-04
#> 2010 b_wt 0.108169097 5.386096e-04
#> 2011 b_wt 0.114725810 5.278634e-04
#> 2012 b_wt 0.121282523 5.185226e-04
#> 2013 b_wt 0.127839237 5.105643e-04
#> 2014 b_wt 0.134395950 5.039608e-04
#> 2015 b_wt 0.140952663 4.986797e-04
#> 2016 b_wt 0.147509376 4.948664e-04
#> 2017 b_wt 0.154066089 4.923796e-04
#> 2018 b_wt 0.160622803 4.910569e-04
#> 2019 b_wt 0.167179516 4.908443e-04
#> 2020 b_wt 0.173736229 4.916846e-04
#> 2021 b_wt 0.180292942 4.935171e-04
#> 2022 b_wt 0.186849655 4.963591e-04
#> 2023 b_wt 0.193406369 5.001480e-04
#> 2024 b_wt 0.199963082 5.046836e-04
#> 2025 b_wt 0.206519795 5.098921e-04
#> 2026 b_wt 0.213076508 5.156984e-04
#> 2027 b_wt 0.219633221 5.220260e-04
#> 2028 b_wt 0.226189935 5.288126e-04
#> 2029 b_wt 0.232746648 5.359997e-04
#> 2030 b_wt 0.239303361 5.434242e-04
#> 2031 b_wt 0.245860074 5.510077e-04
#> 2032 b_wt 0.252416787 5.586722e-04
#> 2033 b_wt 0.258973501 5.663408e-04
#> 2034 b_wt 0.265530214 5.739376e-04
#> 2035 b_wt 0.272086927 5.813279e-04
#> 2036 b_wt 0.278643640 5.884558e-04
#> 2037 b_wt 0.285200353 5.952548e-04
#> 2038 b_wt 0.291757067 6.016600e-04
#> 2039 b_wt 0.298313780 6.076095e-04
#> 2040 b_wt 0.304870493 6.130444e-04
#> 2041 b_wt 0.311427206 6.177935e-04
#> 2042 b_wt 0.317983919 6.218584e-04
#> 2043 b_wt 0.324540632 6.252298e-04
#> 2044 b_wt 0.331097346 6.278686e-04
#> 2045 b_wt 0.337654059 6.297396e-04
#> 2046 b_wt 0.344210772 6.308122e-04
#> 2047 b_wt 0.350767485 6.309517e-04
#> 2048 b_wt 0.357324198 6.301437e-04
#> 2049 b_cyl -3.734269161 1.112672e-03
#> 2050 b_cyl -3.730276446 1.111672e-03
#> 2051 b_cyl -3.726283731 1.108540e-03
#> 2052 b_cyl -3.722291016 1.102994e-03
#> 2053 b_cyl -3.718298302 1.095223e-03
#> 2054 b_cyl -3.714305587 1.085422e-03
#> 2055 b_cyl -3.710312872 1.073643e-03
#> 2056 b_cyl -3.706320157 1.059949e-03
#> 2057 b_cyl -3.702327442 1.044409e-03
#> 2058 b_cyl -3.698334727 1.027101e-03
#> 2059 b_cyl -3.694342012 1.007795e-03
#> 2060 b_cyl -3.690349297 9.869448e-04
#> 2061 b_cyl -3.686356582 9.646655e-04
#> 2062 b_cyl -3.682363867 9.410660e-04
#> 2063 b_cyl -3.678371152 9.162592e-04
#> 2064 b_cyl -3.674378438 8.903610e-04
#> 2065 b_cyl -3.670385723 8.634439e-04
#> 2066 b_cyl -3.666393008 8.355899e-04
#> 2067 b_cyl -3.662400293 8.070710e-04
#> 2068 b_cyl -3.658407578 7.780084e-04
#> 2069 b_cyl -3.654414863 7.485216e-04
#> 2070 b_cyl -3.650422148 7.187288e-04
#> 2071 b_cyl -3.646429433 6.887453e-04
#> 2072 b_cyl -3.642436718 6.586929e-04
#> 2073 b_cyl -3.638444003 6.287214e-04
#> 2074 b_cyl -3.634451288 5.989366e-04
#> 2075 b_cyl -3.630458574 5.694334e-04
#> 2076 b_cyl -3.626465859 5.403018e-04
#> 2077 b_cyl -3.622473144 5.116261e-04
#> 2078 b_cyl -3.618480429 4.834847e-04
#> 2079 b_cyl -3.614487714 4.560799e-04
#> 2080 b_cyl -3.610494999 4.293959e-04
#> 2081 b_cyl -3.606502284 4.034688e-04
#> 2082 b_cyl -3.602509569 3.783464e-04
#> 2083 b_cyl -3.598516854 3.540700e-04
#> 2084 b_cyl -3.594524139 3.306756e-04
#> 2085 b_cyl -3.590531424 3.082266e-04
#> 2086 b_cyl -3.586538710 2.868847e-04
#> 2087 b_cyl -3.582545995 2.665017e-04
#> 2088 b_cyl -3.578553280 2.470862e-04
#> 2089 b_cyl -3.574560565 2.286423e-04
#> 2090 b_cyl -3.570567850 2.111702e-04
#> 2091 b_cyl -3.566575135 1.946660e-04
#> 2092 b_cyl -3.562582420 1.792165e-04
#> 2093 b_cyl -3.558589705 1.648176e-04
#> 2094 b_cyl -3.554596990 1.513451e-04
#> 2095 b_cyl -3.550604275 1.387815e-04
#> 2096 b_cyl -3.546611560 1.271075e-04
#> 2097 b_cyl -3.542618846 1.163029e-04
#> 2098 b_cyl -3.538626131 1.063462e-04
#> 2099 b_cyl -3.534633416 9.734554e-05
#> 2100 b_cyl -3.530640701 8.917753e-05
#> 2101 b_cyl -3.526647986 8.178052e-05
#> 2102 b_cyl -3.522655271 7.513408e-05
#> 2103 b_cyl -3.518662556 6.921886e-05
#> 2104 b_cyl -3.514669841 6.401687e-05
#> 2105 b_cyl -3.510677126 5.952179e-05
#> 2106 b_cyl -3.506684411 5.584017e-05
#> 2107 b_cyl -3.502691696 5.282414e-05
#> 2108 b_cyl -3.498698982 5.046626e-05
#> 2109 b_cyl -3.494706267 4.876175e-05
#> 2110 b_cyl -3.490713552 4.770866e-05
#> 2111 b_cyl -3.486720837 4.730794e-05
#> 2112 b_cyl -3.482728122 4.761625e-05
#> 2113 b_cyl -3.478735407 4.868251e-05
#> 2114 b_cyl -3.474742692 5.043265e-05
#> 2115 b_cyl -3.470749977 5.288399e-05
#> 2116 b_cyl -3.466757262 5.605718e-05
#> 2117 b_cyl -3.462764547 5.997618e-05
#> 2118 b_cyl -3.458771832 6.466823e-05
#> 2119 b_cyl -3.454779118 7.028588e-05
#> 2120 b_cyl -3.450786403 7.681855e-05
#> 2121 b_cyl -3.446793688 8.424942e-05
#> 2122 b_cyl -3.442800973 9.262110e-05
#> 2123 b_cyl -3.438808258 1.019787e-04
#> 2124 b_cyl -3.434815543 1.123698e-04
#> 2125 b_cyl -3.430822828 1.238440e-04
#> 2126 b_cyl -3.426830113 1.367043e-04
#> 2127 b_cyl -3.422837398 1.507893e-04
#> 2128 b_cyl -3.418844683 1.661471e-04
#> 2129 b_cyl -3.414851968 1.828329e-04
#> 2130 b_cyl -3.410859254 2.009022e-04
#> 2131 b_cyl -3.406866539 2.204099e-04
#> 2132 b_cyl -3.402873824 2.415001e-04
#> 2133 b_cyl -3.398881109 2.643943e-04
#> 2134 b_cyl -3.394888394 2.889084e-04
#> 2135 b_cyl -3.390895679 3.150868e-04
#> 2136 b_cyl -3.386902964 3.429705e-04
#> 2137 b_cyl -3.382910249 3.725958e-04
#> 2138 b_cyl -3.378917534 4.039942e-04
#> 2139 b_cyl -3.374924819 4.374140e-04
#> 2140 b_cyl -3.370932104 4.728223e-04
#> 2141 b_cyl -3.366939390 5.100603e-04
#> 2142 b_cyl -3.362946675 5.491254e-04
#> 2143 b_cyl -3.358953960 5.900064e-04
#> 2144 b_cyl -3.354961245 6.326834e-04
#> 2145 b_cyl -3.350968530 6.771272e-04
#> 2146 b_cyl -3.346975815 7.236038e-04
#> 2147 b_cyl -3.342983100 7.717681e-04
#> 2148 b_cyl -3.338990385 8.215022e-04
#> 2149 b_cyl -3.334997670 8.727238e-04
#> 2150 b_cyl -3.331004955 9.253400e-04
#> 2151 b_cyl -3.327012240 9.792469e-04
#> 2152 b_cyl -3.323019526 1.034366e-03
#> 2153 b_cyl -3.319026811 1.090668e-03
#> 2154 b_cyl -3.315034096 1.147797e-03
#> 2155 b_cyl -3.311041381 1.205599e-03
#> 2156 b_cyl -3.307048666 1.263908e-03
#> 2157 b_cyl -3.303055951 1.322551e-03
#> 2158 b_cyl -3.299063236 1.381346e-03
#> 2159 b_cyl -3.295070521 1.440076e-03
#> 2160 b_cyl -3.291077806 1.498461e-03
#> 2161 b_cyl -3.287085091 1.556309e-03
#> 2162 b_cyl -3.283092376 1.613414e-03
#> 2163 b_cyl -3.279099662 1.669573e-03
#> 2164 b_cyl -3.275106947 1.724581e-03
#> 2165 b_cyl -3.271114232 1.778237e-03
#> 2166 b_cyl -3.267121517 1.830041e-03
#> 2167 b_cyl -3.263128802 1.879924e-03
#> 2168 b_cyl -3.259136087 1.927784e-03
#> 2169 b_cyl -3.255143372 1.973454e-03
#> 2170 b_cyl -3.251150657 2.016775e-03
#> 2171 b_cyl -3.247157942 2.057603e-03
#> 2172 b_cyl -3.243165227 2.095762e-03
#> 2173 b_cyl -3.239172512 2.130610e-03
#> 2174 b_cyl -3.235179798 2.162585e-03
#> 2175 b_cyl -3.231187083 2.191627e-03
#> 2176 b_cyl -3.227194368 2.217697e-03
#> 2177 b_cyl -3.223201653 2.240776e-03
#> 2178 b_cyl -3.219208938 2.260869e-03
#> 2179 b_cyl -3.215216223 2.277771e-03
#> 2180 b_cyl -3.211223508 2.291413e-03
#> 2181 b_cyl -3.207230793 2.302289e-03
#> 2182 b_cyl -3.203238078 2.310521e-03
#> 2183 b_cyl -3.199245363 2.316258e-03
#> 2184 b_cyl -3.195252648 2.319669e-03
#> 2185 b_cyl -3.191259934 2.320948e-03
#> 2186 b_cyl -3.187267219 2.320091e-03
#> 2187 b_cyl -3.183274504 2.317578e-03
#> 2188 b_cyl -3.179281789 2.313821e-03
#> 2189 b_cyl -3.175289074 2.309120e-03
#> 2190 b_cyl -3.171296359 2.303793e-03
#> 2191 b_cyl -3.167303644 2.298173e-03
#> 2192 b_cyl -3.163310929 2.292610e-03
#> 2193 b_cyl -3.159318214 2.287672e-03
#> 2194 b_cyl -3.155325499 2.283739e-03
#> 2195 b_cyl -3.151332784 2.281198e-03
#> 2196 b_cyl -3.147340070 2.280442e-03
#> 2197 b_cyl -3.143347355 2.281871e-03
#> 2198 b_cyl -3.139354640 2.285880e-03
#> 2199 b_cyl -3.135361925 2.293076e-03
#> 2200 b_cyl -3.131369210 2.304319e-03
#> 2201 b_cyl -3.127376495 2.319528e-03
#> 2202 b_cyl -3.123383780 2.339075e-03
#> 2203 b_cyl -3.119391065 2.363319e-03
#> 2204 b_cyl -3.115398350 2.392608e-03
#> 2205 b_cyl -3.111405635 2.427273e-03
#> 2206 b_cyl -3.107412920 2.468378e-03
#> 2207 b_cyl -3.103420206 2.516130e-03
#> 2208 b_cyl -3.099427491 2.570266e-03
#> 2209 b_cyl -3.095434776 2.631013e-03
#> 2210 b_cyl -3.091442061 2.698578e-03
#> 2211 b_cyl -3.087449346 2.773139e-03
#> 2212 b_cyl -3.083456631 2.854849e-03
#> 2213 b_cyl -3.079463916 2.945217e-03
#> 2214 b_cyl -3.075471201 3.043173e-03
#> 2215 b_cyl -3.071478486 3.148567e-03
#> 2216 b_cyl -3.067485771 3.261408e-03
#> 2217 b_cyl -3.063493056 3.381676e-03
#> 2218 b_cyl -3.059500342 3.509325e-03
#> 2219 b_cyl -3.055507627 3.644548e-03
#> 2220 b_cyl -3.051514912 3.788172e-03
#> 2221 b_cyl -3.047522197 3.938760e-03
#> 2222 b_cyl -3.043529482 4.096121e-03
#> 2223 b_cyl -3.039536767 4.260043e-03
#> 2224 b_cyl -3.035544052 4.430289e-03
#> 2225 b_cyl -3.031551337 4.606598e-03
#> 2226 b_cyl -3.027558622 4.789231e-03
#> 2227 b_cyl -3.023565907 4.977799e-03
#> 2228 b_cyl -3.019573192 5.171323e-03
#> 2229 b_cyl -3.015580478 5.369445e-03
#> 2230 b_cyl -3.011587763 5.571793e-03
#> 2231 b_cyl -3.007595048 5.777985e-03
#> 2232 b_cyl -3.003602333 5.987624e-03
#> 2233 b_cyl -2.999609618 6.200708e-03
#> 2234 b_cyl -2.995616903 6.416334e-03
#> 2235 b_cyl -2.991624188 6.633941e-03
#> 2236 b_cyl -2.987631473 6.853107e-03
#> 2237 b_cyl -2.983638758 7.073409e-03
#> 2238 b_cyl -2.979646043 7.294427e-03
#> 2239 b_cyl -2.975653328 7.515739e-03
#> 2240 b_cyl -2.971660614 7.736777e-03
#> 2241 b_cyl -2.967667899 7.957089e-03
#> 2242 b_cyl -2.963675184 8.176292e-03
#> 2243 b_cyl -2.959682469 8.394014e-03
#> 2244 b_cyl -2.955689754 8.609901e-03
#> 2245 b_cyl -2.951697039 8.823611e-03
#> 2246 b_cyl -2.947704324 9.034587e-03
#> 2247 b_cyl -2.943711609 9.242274e-03
#> 2248 b_cyl -2.939718894 9.446746e-03
#> 2249 b_cyl -2.935726179 9.647767e-03
#> 2250 b_cyl -2.931733464 9.845124e-03
#> 2251 b_cyl -2.927740750 1.003863e-02
#> 2252 b_cyl -2.923748035 1.022812e-02
#> 2253 b_cyl -2.919755320 1.041286e-02
#> 2254 b_cyl -2.915762605 1.059303e-02
#> 2255 b_cyl -2.911769890 1.076889e-02
#> 2256 b_cyl -2.907777175 1.094044e-02
#> 2257 b_cyl -2.903784460 1.110769e-02
#> 2258 b_cyl -2.899791745 1.127071e-02
#> 2259 b_cyl -2.895799030 1.142958e-02
#> 2260 b_cyl -2.891806315 1.158368e-02
#> 2261 b_cyl -2.887813600 1.173404e-02
#> 2262 b_cyl -2.883820886 1.188092e-02
#> 2263 b_cyl -2.879828171 1.202460e-02
#> 2264 b_cyl -2.875835456 1.216540e-02
#> 2265 b_cyl -2.871842741 1.230365e-02
#> 2266 b_cyl -2.867850026 1.243966e-02
#> 2267 b_cyl -2.863857311 1.257386e-02
#> 2268 b_cyl -2.859864596 1.270707e-02
#> 2269 b_cyl -2.855871881 1.283984e-02
#> 2270 b_cyl -2.851879166 1.297270e-02
#> 2271 b_cyl -2.847886451 1.310627e-02
#> 2272 b_cyl -2.843893736 1.324117e-02
#> 2273 b_cyl -2.839901022 1.337841e-02
#> 2274 b_cyl -2.835908307 1.351890e-02
#> 2275 b_cyl -2.831915592 1.366318e-02
#> 2276 b_cyl -2.827922877 1.381202e-02
#> 2277 b_cyl -2.823930162 1.396619e-02
#> 2278 b_cyl -2.819937447 1.412648e-02
#> 2279 b_cyl -2.815944732 1.429372e-02
#> 2280 b_cyl -2.811952017 1.447042e-02
#> 2281 b_cyl -2.807959302 1.465638e-02
#> 2282 b_cyl -2.803966587 1.485224e-02
#> 2283 b_cyl -2.799973873 1.505885e-02
#> 2284 b_cyl -2.795981158 1.527706e-02
#> 2285 b_cyl -2.791988443 1.550769e-02
#> 2286 b_cyl -2.787995728 1.575214e-02
#> 2287 b_cyl -2.784003013 1.601341e-02
#> 2288 b_cyl -2.780010298 1.628997e-02
#> 2289 b_cyl -2.776017583 1.658258e-02
#> 2290 b_cyl -2.772024868 1.689196e-02
#> 2291 b_cyl -2.768032153 1.721883e-02
#> 2292 b_cyl -2.764039438 1.756385e-02
#> 2293 b_cyl -2.760046723 1.792968e-02
#> 2294 b_cyl -2.756054009 1.831729e-02
#> 2295 b_cyl -2.752061294 1.872512e-02
#> 2296 b_cyl -2.748068579 1.915364e-02
#> 2297 b_cyl -2.744075864 1.960330e-02
#> 2298 b_cyl -2.740083149 2.007449e-02
#> 2299 b_cyl -2.736090434 2.056754e-02
#> 2300 b_cyl -2.732097719 2.108652e-02
#> 2301 b_cyl -2.728105004 2.162903e-02
#> 2302 b_cyl -2.724112289 2.219422e-02
#> 2303 b_cyl -2.720119574 2.278219e-02
#> 2304 b_cyl -2.716126859 2.339301e-02
#> 2305 b_cyl -2.712134145 2.402671e-02
#> 2306 b_cyl -2.708141430 2.468367e-02
#> 2307 b_cyl -2.704148715 2.536784e-02
#> 2308 b_cyl -2.700156000 2.607463e-02
#> 2309 b_cyl -2.696163285 2.680389e-02
#> 2310 b_cyl -2.692170570 2.755542e-02
#> 2311 b_cyl -2.688177855 2.832902e-02
#> 2312 b_cyl -2.684185140 2.912444e-02
#> 2313 b_cyl -2.680192425 2.994318e-02
#> 2314 b_cyl -2.676199710 3.078590e-02
#> 2315 b_cyl -2.672206995 3.164949e-02
#> 2316 b_cyl -2.668214281 3.253367e-02
#> 2317 b_cyl -2.664221566 3.343814e-02
#> 2318 b_cyl -2.660228851 3.436261e-02
#> 2319 b_cyl -2.656236136 3.530682e-02
#> 2320 b_cyl -2.652243421 3.627325e-02
#> 2321 b_cyl -2.648250706 3.726006e-02
#> 2322 b_cyl -2.644257991 3.826570e-02
#> 2323 b_cyl -2.640265276 3.928997e-02
#> 2324 b_cyl -2.636272561 4.033268e-02
#> 2325 b_cyl -2.632279846 4.139366e-02
#> 2326 b_cyl -2.628287131 4.247275e-02
#> 2327 b_cyl -2.624294417 4.357359e-02
#> 2328 b_cyl -2.620301702 4.469234e-02
#> 2329 b_cyl -2.616308987 4.582889e-02
#> 2330 b_cyl -2.612316272 4.698320e-02
#> 2331 b_cyl -2.608323557 4.815524e-02
#> 2332 b_cyl -2.604330842 4.934502e-02
#> 2333 b_cyl -2.600338127 5.055361e-02
#> 2334 b_cyl -2.596345412 5.178268e-02
#> 2335 b_cyl -2.592352697 5.302956e-02
#> 2336 b_cyl -2.588359982 5.429429e-02
#> 2337 b_cyl -2.584367267 5.557692e-02
#> 2338 b_cyl -2.580374553 5.687746e-02
#> 2339 b_cyl -2.576381838 5.819596e-02
#> 2340 b_cyl -2.572389123 5.953466e-02
#> 2341 b_cyl -2.568396408 6.089290e-02
#> 2342 b_cyl -2.564403693 6.226906e-02
#> 2343 b_cyl -2.560410978 6.366308e-02
#> 2344 b_cyl -2.556418263 6.507487e-02
#> 2345 b_cyl -2.552425548 6.650431e-02
#> 2346 b_cyl -2.548432833 6.795126e-02
#> 2347 b_cyl -2.544440118 6.941875e-02
#> 2348 b_cyl -2.540447403 7.090361e-02
#> 2349 b_cyl -2.536454689 7.240515e-02
#> 2350 b_cyl -2.532461974 7.392305e-02
#> 2351 b_cyl -2.528469259 7.545694e-02
#> 2352 b_cyl -2.524476544 7.700643e-02
#> 2353 b_cyl -2.520483829 7.857167e-02
#> 2354 b_cyl -2.516491114 8.015399e-02
#> 2355 b_cyl -2.512498399 8.175024e-02
#> 2356 b_cyl -2.508505684 8.335988e-02
#> 2357 b_cyl -2.504512969 8.498237e-02
#> 2358 b_cyl -2.500520254 8.661712e-02
#> 2359 b_cyl -2.496527539 8.826357e-02
#> 2360 b_cyl -2.492534825 8.992218e-02
#> 2361 b_cyl -2.488542110 9.159220e-02
#> 2362 b_cyl -2.484549395 9.327187e-02
#> 2363 b_cyl -2.480556680 9.496063e-02
#> 2364 b_cyl -2.476563965 9.665796e-02
#> 2365 b_cyl -2.472571250 9.836338e-02
#> 2366 b_cyl -2.468578535 1.000764e-01
#> 2367 b_cyl -2.464585820 1.017978e-01
#> 2368 b_cyl -2.460593105 1.035263e-01
#> 2369 b_cyl -2.456600390 1.052613e-01
#> 2370 b_cyl -2.452607675 1.070025e-01
#> 2371 b_cyl -2.448614961 1.087501e-01
#> 2372 b_cyl -2.444622246 1.105038e-01
#> 2373 b_cyl -2.440629531 1.122640e-01
#> 2374 b_cyl -2.436636816 1.140320e-01
#> 2375 b_cyl -2.432644101 1.158070e-01
#> 2376 b_cyl -2.428651386 1.175893e-01
#> 2377 b_cyl -2.424658671 1.193796e-01
#> 2378 b_cyl -2.420665956 1.211784e-01
#> 2379 b_cyl -2.416673241 1.229864e-01
#> 2380 b_cyl -2.412680526 1.248056e-01
#> 2381 b_cyl -2.408687811 1.266377e-01
#> 2382 b_cyl -2.404695097 1.284824e-01
#> 2383 b_cyl -2.400702382 1.303411e-01
#> 2384 b_cyl -2.396709667 1.322150e-01
#> 2385 b_cyl -2.392716952 1.341053e-01
#> 2386 b_cyl -2.388724237 1.360136e-01
#> 2387 b_cyl -2.384731522 1.379444e-01
#> 2388 b_cyl -2.380738807 1.398983e-01
#> 2389 b_cyl -2.376746092 1.418756e-01
#> 2390 b_cyl -2.372753377 1.438780e-01
#> 2391 b_cyl -2.368760662 1.459070e-01
#> 2392 b_cyl -2.364767947 1.479644e-01
#> 2393 b_cyl -2.360775233 1.500519e-01
#> 2394 b_cyl -2.356782518 1.521782e-01
#> 2395 b_cyl -2.352789803 1.543389e-01
#> 2396 b_cyl -2.348797088 1.565354e-01
#> 2397 b_cyl -2.344804373 1.587692e-01
#> 2398 b_cyl -2.340811658 1.610419e-01
#> 2399 b_cyl -2.336818943 1.633549e-01
#> 2400 b_cyl -2.332826228 1.657121e-01
#> 2401 b_cyl -2.328833513 1.681192e-01
#> 2402 b_cyl -2.324840798 1.705710e-01
#> 2403 b_cyl -2.320848083 1.730684e-01
#> 2404 b_cyl -2.316855369 1.756123e-01
#> 2405 b_cyl -2.312862654 1.782036e-01
#> 2406 b_cyl -2.308869939 1.808430e-01
#> 2407 b_cyl -2.304877224 1.835372e-01
#> 2408 b_cyl -2.300884509 1.862848e-01
#> 2409 b_cyl -2.296891794 1.890820e-01
#> 2410 b_cyl -2.292899079 1.919288e-01
#> 2411 b_cyl -2.288906364 1.948253e-01
#> 2412 b_cyl -2.284913649 1.977713e-01
#> 2413 b_cyl -2.280920934 2.007666e-01
#> 2414 b_cyl -2.276928219 2.038201e-01
#> 2415 b_cyl -2.272935505 2.069230e-01
#> 2416 b_cyl -2.268942790 2.100735e-01
#> 2417 b_cyl -2.264950075 2.132711e-01
#> 2418 b_cyl -2.260957360 2.165148e-01
#> 2419 b_cyl -2.256964645 2.198039e-01
#> 2420 b_cyl -2.252971930 2.231392e-01
#> 2421 b_cyl -2.248979215 2.265249e-01
#> 2422 b_cyl -2.244986500 2.299525e-01
#> 2423 b_cyl -2.240993785 2.334207e-01
#> 2424 b_cyl -2.237001070 2.369284e-01
#> 2425 b_cyl -2.233008355 2.404745e-01
#> 2426 b_cyl -2.229015641 2.440576e-01
#> 2427 b_cyl -2.225022926 2.476803e-01
#> 2428 b_cyl -2.221030211 2.513408e-01
#> 2429 b_cyl -2.217037496 2.550342e-01
#> 2430 b_cyl -2.213044781 2.587592e-01
#> 2431 b_cyl -2.209052066 2.625148e-01
#> 2432 b_cyl -2.205059351 2.662998e-01
#> 2433 b_cyl -2.201066636 2.701131e-01
#> 2434 b_cyl -2.197073921 2.739581e-01
#> 2435 b_cyl -2.193081206 2.778302e-01
#> 2436 b_cyl -2.189088491 2.817272e-01
#> 2437 b_cyl -2.185095777 2.856484e-01
#> 2438 b_cyl -2.181103062 2.895931e-01
#> 2439 b_cyl -2.177110347 2.935607e-01
#> 2440 b_cyl -2.173117632 2.975509e-01
#> 2441 b_cyl -2.169124917 3.015670e-01
#> 2442 b_cyl -2.165132202 3.056042e-01
#> 2443 b_cyl -2.161139487 3.096625e-01
#> 2444 b_cyl -2.157146772 3.137415e-01
#> 2445 b_cyl -2.153154057 3.178413e-01
#> 2446 b_cyl -2.149161342 3.219618e-01
#> 2447 b_cyl -2.145168627 3.261048e-01
#> 2448 b_cyl -2.141175913 3.302717e-01
#> 2449 b_cyl -2.137183198 3.344600e-01
#> 2450 b_cyl -2.133190483 3.386702e-01
#> 2451 b_cyl -2.129197768 3.429026e-01
#> 2452 b_cyl -2.125205053 3.471578e-01
#> 2453 b_cyl -2.121212338 3.514364e-01
#> 2454 b_cyl -2.117219623 3.557426e-01
#> 2455 b_cyl -2.113226908 3.600755e-01
#> 2456 b_cyl -2.109234193 3.644341e-01
#> 2457 b_cyl -2.105241478 3.688193e-01
#> 2458 b_cyl -2.101248763 3.732317e-01
#> 2459 b_cyl -2.097256049 3.776723e-01
#> 2460 b_cyl -2.093263334 3.821418e-01
#> 2461 b_cyl -2.089270619 3.866474e-01
#> 2462 b_cyl -2.085277904 3.911839e-01
#> 2463 b_cyl -2.081285189 3.957520e-01
#> 2464 b_cyl -2.077292474 4.003524e-01
#> 2465 b_cyl -2.073299759 4.049855e-01
#> 2466 b_cyl -2.069307044 4.096522e-01
#> 2467 b_cyl -2.065314329 4.143549e-01
#> 2468 b_cyl -2.061321614 4.190973e-01
#> 2469 b_cyl -2.057328899 4.238745e-01
#> 2470 b_cyl -2.053336185 4.286867e-01
#> 2471 b_cyl -2.049343470 4.335340e-01
#> 2472 b_cyl -2.045350755 4.384163e-01
#> 2473 b_cyl -2.041358040 4.433334e-01
#> 2474 b_cyl -2.037365325 4.482895e-01
#> 2475 b_cyl -2.033372610 4.532824e-01
#> 2476 b_cyl -2.029379895 4.583085e-01
#> 2477 b_cyl -2.025387180 4.633670e-01
#> 2478 b_cyl -2.021394465 4.684569e-01
#> 2479 b_cyl -2.017401750 4.735772e-01
#> 2480 b_cyl -2.013409035 4.787265e-01
#> 2481 b_cyl -2.009416321 4.839082e-01
#> 2482 b_cyl -2.005423606 4.891157e-01
#> 2483 b_cyl -2.001430891 4.943465e-01
#> 2484 b_cyl -1.997438176 4.995986e-01
#> 2485 b_cyl -1.993445461 5.048698e-01
#> 2486 b_cyl -1.989452746 5.101579e-01
#> 2487 b_cyl -1.985460031 5.154609e-01
#> 2488 b_cyl -1.981467316 5.207767e-01
#> 2489 b_cyl -1.977474601 5.261002e-01
#> 2490 b_cyl -1.973481886 5.314283e-01
#> 2491 b_cyl -1.969489171 5.367581e-01
#> 2492 b_cyl -1.965496457 5.420865e-01
#> 2493 b_cyl -1.961503742 5.474102e-01
#> 2494 b_cyl -1.957511027 5.527247e-01
#> 2495 b_cyl -1.953518312 5.580250e-01
#> 2496 b_cyl -1.949525597 5.633088e-01
#> 2497 b_cyl -1.945532882 5.685724e-01
#> 2498 b_cyl -1.941540167 5.738124e-01
#> 2499 b_cyl -1.937547452 5.790253e-01
#> 2500 b_cyl -1.933554737 5.842075e-01
#> 2501 b_cyl -1.929562022 5.893489e-01
#> 2502 b_cyl -1.925569307 5.944493e-01
#> 2503 b_cyl -1.921576593 5.995070e-01
#> 2504 b_cyl -1.917583878 6.045185e-01
#> 2505 b_cyl -1.913591163 6.094807e-01
#> 2506 b_cyl -1.909598448 6.143905e-01
#> 2507 b_cyl -1.905605733 6.192437e-01
#> 2508 b_cyl -1.901613018 6.240264e-01
#> 2509 b_cyl -1.897620303 6.287467e-01
#> 2510 b_cyl -1.893627588 6.334022e-01
#> 2511 b_cyl -1.889634873 6.379905e-01
#> 2512 b_cyl -1.885642158 6.425096e-01
#> 2513 b_cyl -1.881649443 6.469574e-01
#> 2514 b_cyl -1.877656729 6.513260e-01
#> 2515 b_cyl -1.873664014 6.556099e-01
#> 2516 b_cyl -1.869671299 6.598173e-01
#> 2517 b_cyl -1.865678584 6.639474e-01
#> 2518 b_cyl -1.861685869 6.679993e-01
#> 2519 b_cyl -1.857693154 6.719724e-01
#> 2520 b_cyl -1.853700439 6.758665e-01
#> 2521 b_cyl -1.849707724 6.796696e-01
#> 2522 b_cyl -1.845715009 6.833886e-01
#> 2523 b_cyl -1.841722294 6.870291e-01
#> 2524 b_cyl -1.837729579 6.905917e-01
#> 2525 b_cyl -1.833736865 6.940773e-01
#> 2526 b_cyl -1.829744150 6.974869e-01
#> 2527 b_cyl -1.825751435 7.008217e-01
#> 2528 b_cyl -1.821758720 7.040681e-01
#> 2529 b_cyl -1.817766005 7.072437e-01
#> 2530 b_cyl -1.813773290 7.103504e-01
#> 2531 b_cyl -1.809780575 7.133901e-01
#> 2532 b_cyl -1.805787860 7.163652e-01
#> 2533 b_cyl -1.801795145 7.192778e-01
#> 2534 b_cyl -1.797802430 7.221268e-01
#> 2535 b_cyl -1.793809715 7.249108e-01
#> 2536 b_cyl -1.789817001 7.276416e-01
#> 2537 b_cyl -1.785824286 7.303219e-01
#> 2538 b_cyl -1.781831571 7.329546e-01
#> 2539 b_cyl -1.777838856 7.355428e-01
#> 2540 b_cyl -1.773846141 7.380893e-01
#> 2541 b_cyl -1.769853426 7.405930e-01
#> 2542 b_cyl -1.765860711 7.430598e-01
#> 2543 b_cyl -1.761867996 7.454960e-01
#> 2544 b_cyl -1.757875281 7.479048e-01
#> 2545 b_cyl -1.753882566 7.502894e-01
#> 2546 b_cyl -1.749889852 7.526529e-01
#> 2547 b_cyl -1.745897137 7.549984e-01
#> 2548 b_cyl -1.741904422 7.573270e-01
#> 2549 b_cyl -1.737911707 7.596450e-01
#> 2550 b_cyl -1.733918992 7.619555e-01
#> 2551 b_cyl -1.729926277 7.642614e-01
#> 2552 b_cyl -1.725933562 7.665654e-01
#> 2553 b_cyl -1.721940847 7.688700e-01
#> 2554 b_cyl -1.717948132 7.711779e-01
#> 2555 b_cyl -1.713955417 7.734931e-01
#> 2556 b_cyl -1.709962702 7.758168e-01
#> 2557 b_cyl -1.705969988 7.781511e-01
#> 2558 b_cyl -1.701977273 7.804975e-01
#> 2559 b_cyl -1.697984558 7.828575e-01
#> 2560 b_cyl -1.693991843 7.852325e-01
#> 2561 b_cyl -1.689999128 7.876253e-01
#> 2562 b_cyl -1.686006413 7.900369e-01
#> 2563 b_cyl -1.682013698 7.924661e-01
#> 2564 b_cyl -1.678020983 7.949129e-01
#> 2565 b_cyl -1.674028268 7.973773e-01
#> 2566 b_cyl -1.670035553 7.998590e-01
#> 2567 b_cyl -1.666042838 8.023573e-01
#> 2568 b_cyl -1.662050124 8.048739e-01
#> 2569 b_cyl -1.658057409 8.074052e-01
#> 2570 b_cyl -1.654064694 8.099489e-01
#> 2571 b_cyl -1.650071979 8.125032e-01
#> 2572 b_cyl -1.646079264 8.150663e-01
#> 2573 b_cyl -1.642086549 8.176357e-01
#> 2574 b_cyl -1.638093834 8.202093e-01
#> 2575 b_cyl -1.634101119 8.227835e-01
#> 2576 b_cyl -1.630108404 8.253548e-01
#> 2577 b_cyl -1.626115689 8.279200e-01
#> 2578 b_cyl -1.622122974 8.304760e-01
#> 2579 b_cyl -1.618130260 8.330194e-01
#> 2580 b_cyl -1.614137545 8.355470e-01
#> 2581 b_cyl -1.610144830 8.380530e-01
#> 2582 b_cyl -1.606152115 8.405319e-01
#> 2583 b_cyl -1.602159400 8.429824e-01
#> 2584 b_cyl -1.598166685 8.454012e-01
#> 2585 b_cyl -1.594173970 8.477847e-01
#> 2586 b_cyl -1.590181255 8.501297e-01
#> 2587 b_cyl -1.586188540 8.524326e-01
#> 2588 b_cyl -1.582195825 8.546831e-01
#> 2589 b_cyl -1.578203110 8.568807e-01
#> 2590 b_cyl -1.574210396 8.590256e-01
#> 2591 b_cyl -1.570217681 8.611151e-01
#> 2592 b_cyl -1.566224966 8.631467e-01
#> 2593 b_cyl -1.562232251 8.651180e-01
#> 2594 b_cyl -1.558239536 8.670267e-01
#> 2595 b_cyl -1.554246821 8.688567e-01
#> 2596 b_cyl -1.550254106 8.706196e-01
#> 2597 b_cyl -1.546261391 8.723138e-01
#> 2598 b_cyl -1.542268676 8.739382e-01
#> 2599 b_cyl -1.538275961 8.754915e-01
#> 2600 b_cyl -1.534283246 8.769729e-01
#> 2601 b_cyl -1.530290532 8.783767e-01
#> 2602 b_cyl -1.526297817 8.796960e-01
#> 2603 b_cyl -1.522305102 8.809411e-01
#> 2604 b_cyl -1.518312387 8.821117e-01
#> 2605 b_cyl -1.514319672 8.832075e-01
#> 2606 b_cyl -1.510326957 8.842283e-01
#> 2607 b_cyl -1.506334242 8.851740e-01
#> 2608 b_cyl -1.502341527 8.860347e-01
#> 2609 b_cyl -1.498348812 8.868136e-01
#> 2610 b_cyl -1.494356097 8.875169e-01
#> 2611 b_cyl -1.490363382 8.881444e-01
#> 2612 b_cyl -1.486370668 8.886959e-01
#> 2613 b_cyl -1.482377953 8.891710e-01
#> 2614 b_cyl -1.478385238 8.895694e-01
#> 2615 b_cyl -1.474392523 8.898756e-01
#> 2616 b_cyl -1.470399808 8.901022e-01
#> 2617 b_cyl -1.466407093 8.902498e-01
#> 2618 b_cyl -1.462414378 8.903177e-01
#> 2619 b_cyl -1.458421663 8.903049e-01
#> 2620 b_cyl -1.454428948 8.902102e-01
#> 2621 b_cyl -1.450436233 8.900290e-01
#> 2622 b_cyl -1.446443518 8.897487e-01
#> 2623 b_cyl -1.442450804 8.893821e-01
#> 2624 b_cyl -1.438458089 8.889276e-01
#> 2625 b_cyl -1.434465374 8.883837e-01
#> 2626 b_cyl -1.430472659 8.877489e-01
#> 2627 b_cyl -1.426479944 8.870216e-01
#> 2628 b_cyl -1.422487229 8.861899e-01
#> 2629 b_cyl -1.418494514 8.852519e-01
#> 2630 b_cyl -1.414501799 8.842160e-01
#> 2631 b_cyl -1.410509084 8.830809e-01
#> 2632 b_cyl -1.406516369 8.818453e-01
#> 2633 b_cyl -1.402523654 8.805081e-01
#> 2634 b_cyl -1.398530940 8.790682e-01
#> 2635 b_cyl -1.394538225 8.775069e-01
#> 2636 b_cyl -1.390545510 8.758368e-01
#> 2637 b_cyl -1.386552795 8.740618e-01
#> 2638 b_cyl -1.382560080 8.721818e-01
#> 2639 b_cyl -1.378567365 8.701970e-01
#> 2640 b_cyl -1.374574650 8.681074e-01
#> 2641 b_cyl -1.370581935 8.659114e-01
#> 2642 b_cyl -1.366589220 8.635927e-01
#> 2643 b_cyl -1.362596505 8.611722e-01
#> 2644 b_cyl -1.358603790 8.586513e-01
#> 2645 b_cyl -1.354611076 8.560316e-01
#> 2646 b_cyl -1.350618361 8.533149e-01
#> 2647 b_cyl -1.346625646 8.505031e-01
#> 2648 b_cyl -1.342632931 8.475908e-01
#> 2649 b_cyl -1.338640216 8.445777e-01
#> 2650 b_cyl -1.334647501 8.414780e-01
#> 2651 b_cyl -1.330654786 8.382946e-01
#> 2652 b_cyl -1.326662071 8.350303e-01
#> 2653 b_cyl -1.322669356 8.316882e-01
#> 2654 b_cyl -1.318676641 8.282711e-01
#> 2655 b_cyl -1.314683926 8.247721e-01
#> 2656 b_cyl -1.310691212 8.212018e-01
#> 2657 b_cyl -1.306698497 8.175676e-01
#> 2658 b_cyl -1.302705782 8.138727e-01
#> 2659 b_cyl -1.298713067 8.101203e-01
#> 2660 b_cyl -1.294720352 8.063134e-01
#> 2661 b_cyl -1.290727637 8.024548e-01
#> 2662 b_cyl -1.286734922 7.985384e-01
#> 2663 b_cyl -1.282742207 7.945778e-01
#> 2664 b_cyl -1.278749492 7.905755e-01
#> 2665 b_cyl -1.274756777 7.865343e-01
#> 2666 b_cyl -1.270764062 7.824566e-01
#> 2667 b_cyl -1.266771348 7.783447e-01
#> 2668 b_cyl -1.262778633 7.741990e-01
#> 2669 b_cyl -1.258785918 7.700199e-01
#> 2670 b_cyl -1.254793203 7.658139e-01
#> 2671 b_cyl -1.250800488 7.615830e-01
#> 2672 b_cyl -1.246807773 7.573287e-01
#> 2673 b_cyl -1.242815058 7.530527e-01
#> 2674 b_cyl -1.238822343 7.487565e-01
#> 2675 b_cyl -1.234829628 7.444391e-01
#> 2676 b_cyl -1.230836913 7.401033e-01
#> 2677 b_cyl -1.226844198 7.357517e-01
#> 2678 b_cyl -1.222851484 7.313854e-01
#> 2679 b_cyl -1.218858769 7.270053e-01
#> 2680 b_cyl -1.214866054 7.226125e-01
#> 2681 b_cyl -1.210873339 7.182078e-01
#> 2682 b_cyl -1.206880624 7.137901e-01
#> 2683 b_cyl -1.202887909 7.093622e-01
#> 2684 b_cyl -1.198895194 7.049251e-01
#> 2685 b_cyl -1.194902479 7.004794e-01
#> 2686 b_cyl -1.190909764 6.960256e-01
#> 2687 b_cyl -1.186917049 6.915643e-01
#> 2688 b_cyl -1.182924334 6.870958e-01
#> 2689 b_cyl -1.178931620 6.826197e-01
#> 2690 b_cyl -1.174938905 6.781376e-01
#> 2691 b_cyl -1.170946190 6.736499e-01
#> 2692 b_cyl -1.166953475 6.691567e-01
#> 2693 b_cyl -1.162960760 6.646582e-01
#> 2694 b_cyl -1.158968045 6.601546e-01
#> 2695 b_cyl -1.154975330 6.556454e-01
#> 2696 b_cyl -1.150982615 6.511305e-01
#> 2697 b_cyl -1.146989900 6.466103e-01
#> 2698 b_cyl -1.142997185 6.420846e-01
#> 2699 b_cyl -1.139004470 6.375532e-01
#> 2700 b_cyl -1.135011756 6.330157e-01
#> 2701 b_cyl -1.131019041 6.284716e-01
#> 2702 b_cyl -1.127026326 6.239192e-01
#> 2703 b_cyl -1.123033611 6.193586e-01
#> 2704 b_cyl -1.119040896 6.147894e-01
#> 2705 b_cyl -1.115048181 6.102109e-01
#> 2706 b_cyl -1.111055466 6.056224e-01
#> 2707 b_cyl -1.107062751 6.010231e-01
#> 2708 b_cyl -1.103070036 5.964118e-01
#> 2709 b_cyl -1.099077321 5.917854e-01
#> 2710 b_cyl -1.095084606 5.871451e-01
#> 2711 b_cyl -1.091091892 5.824903e-01
#> 2712 b_cyl -1.087099177 5.778199e-01
#> 2713 b_cyl -1.083106462 5.731334e-01
#> 2714 b_cyl -1.079113747 5.684298e-01
#> 2715 b_cyl -1.075121032 5.637070e-01
#> 2716 b_cyl -1.071128317 5.589634e-01
#> 2717 b_cyl -1.067135602 5.542009e-01
#> 2718 b_cyl -1.063142887 5.494189e-01
#> 2719 b_cyl -1.059150172 5.446174e-01
#> 2720 b_cyl -1.055157457 5.397961e-01
#> 2721 b_cyl -1.051164742 5.349550e-01
#> 2722 b_cyl -1.047172028 5.300914e-01
#> 2723 b_cyl -1.043179313 5.252075e-01
#> 2724 b_cyl -1.039186598 5.203049e-01
#> 2725 b_cyl -1.035193883 5.153844e-01
#> 2726 b_cyl -1.031201168 5.104468e-01
#> 2727 b_cyl -1.027208453 5.054929e-01
#> 2728 b_cyl -1.023215738 5.005239e-01
#> 2729 b_cyl -1.019223023 4.955386e-01
#> 2730 b_cyl -1.015230308 4.905415e-01
#> 2731 b_cyl -1.011237593 4.855343e-01
#> 2732 b_cyl -1.007244878 4.805186e-01
#> 2733 b_cyl -1.003252164 4.754962e-01
#> 2734 b_cyl -0.999259449 4.704690e-01
#> 2735 b_cyl -0.995266734 4.654389e-01
#> 2736 b_cyl -0.991274019 4.604087e-01
#> 2737 b_cyl -0.987281304 4.553807e-01
#> 2738 b_cyl -0.983288589 4.503572e-01
#> 2739 b_cyl -0.979295874 4.453403e-01
#> 2740 b_cyl -0.975303159 4.403320e-01
#> 2741 b_cyl -0.971310444 4.353344e-01
#> 2742 b_cyl -0.967317729 4.303518e-01
#> 2743 b_cyl -0.963325014 4.253862e-01
#> 2744 b_cyl -0.959332300 4.204385e-01
#> 2745 b_cyl -0.955339585 4.155106e-01
#> 2746 b_cyl -0.951346870 4.106042e-01
#> 2747 b_cyl -0.947354155 4.057209e-01
#> 2748 b_cyl -0.943361440 4.008626e-01
#> 2749 b_cyl -0.939368725 3.960360e-01
#> 2750 b_cyl -0.935376010 3.912382e-01
#> 2751 b_cyl -0.931383295 3.864700e-01
#> 2752 b_cyl -0.927390580 3.817323e-01
#> 2753 b_cyl -0.923397865 3.770260e-01
#> 2754 b_cyl -0.919405150 3.723520e-01
#> 2755 b_cyl -0.915412436 3.677125e-01
#> 2756 b_cyl -0.911419721 3.631122e-01
#> 2757 b_cyl -0.907427006 3.585461e-01
#> 2758 b_cyl -0.903434291 3.540143e-01
#> 2759 b_cyl -0.899441576 3.495170e-01
#> 2760 b_cyl -0.895448861 3.450542e-01
#> 2761 b_cyl -0.891456146 3.406259e-01
#> 2762 b_cyl -0.887463431 3.362357e-01
#> 2763 b_cyl -0.883470716 3.318830e-01
#> 2764 b_cyl -0.879478001 3.275640e-01
#> 2765 b_cyl -0.875485286 3.232783e-01
#> 2766 b_cyl -0.871492572 3.190254e-01
#> 2767 b_cyl -0.867499857 3.148050e-01
#> 2768 b_cyl -0.863507142 3.106164e-01
#> 2769 b_cyl -0.859514427 3.064645e-01
#> 2770 b_cyl -0.855521712 3.023443e-01
#> 2771 b_cyl -0.851528997 2.982542e-01
#> 2772 b_cyl -0.847536282 2.941935e-01
#> 2773 b_cyl -0.843543567 2.901618e-01
#> 2774 b_cyl -0.839550852 2.861585e-01
#> 2775 b_cyl -0.835558137 2.821838e-01
#> 2776 b_cyl -0.831565422 2.782416e-01
#> 2777 b_cyl -0.827572708 2.743263e-01
#> 2778 b_cyl -0.823579993 2.704375e-01
#> 2779 b_cyl -0.819587278 2.665750e-01
#> 2780 b_cyl -0.815594563 2.627384e-01
#> 2781 b_cyl -0.811601848 2.589276e-01
#> 2782 b_cyl -0.807609133 2.551447e-01
#> 2783 b_cyl -0.803616418 2.513904e-01
#> 2784 b_cyl -0.799623703 2.476616e-01
#> 2785 b_cyl -0.795630988 2.439584e-01
#> 2786 b_cyl -0.791638273 2.402808e-01
#> 2787 b_cyl -0.787645558 2.366290e-01
#> 2788 b_cyl -0.783652844 2.330033e-01
#> 2789 b_cyl -0.779660129 2.294080e-01
#> 2790 b_cyl -0.775667414 2.258410e-01
#> 2791 b_cyl -0.771674699 2.223014e-01
#> 2792 b_cyl -0.767681984 2.187894e-01
#> 2793 b_cyl -0.763689269 2.153055e-01
#> 2794 b_cyl -0.759696554 2.118504e-01
#> 2795 b_cyl -0.755703839 2.084246e-01
#> 2796 b_cyl -0.751711124 2.050350e-01
#> 2797 b_cyl -0.747718409 2.016763e-01
#> 2798 b_cyl -0.743725695 1.983489e-01
#> 2799 b_cyl -0.739732980 1.950536e-01
#> 2800 b_cyl -0.735740265 1.917911e-01
#> 2801 b_cyl -0.731747550 1.885619e-01
#> 2802 b_cyl -0.727754835 1.853690e-01
#> 2803 b_cyl -0.723762120 1.822162e-01
#> 2804 b_cyl -0.719769405 1.790990e-01
#> 2805 b_cyl -0.715776690 1.760181e-01
#> 2806 b_cyl -0.711783975 1.729740e-01
#> 2807 b_cyl -0.707791260 1.699673e-01
#> 2808 b_cyl -0.703798545 1.669984e-01
#> 2809 b_cyl -0.699805831 1.640731e-01
#> 2810 b_cyl -0.695813116 1.611899e-01
#> 2811 b_cyl -0.691820401 1.583460e-01
#> 2812 b_cyl -0.687827686 1.555419e-01
#> 2813 b_cyl -0.683834971 1.527777e-01
#> 2814 b_cyl -0.679842256 1.500536e-01
#> 2815 b_cyl -0.675849541 1.473698e-01
#> 2816 b_cyl -0.671856826 1.447343e-01
#> 2817 b_cyl -0.667864111 1.421400e-01
#> 2818 b_cyl -0.663871396 1.395860e-01
#> 2819 b_cyl -0.659878681 1.370724e-01
#> 2820 b_cyl -0.655885967 1.345988e-01
#> 2821 b_cyl -0.651893252 1.321651e-01
#> 2822 b_cyl -0.647900537 1.297728e-01
#> 2823 b_cyl -0.643907822 1.274263e-01
#> 2824 b_cyl -0.639915107 1.251185e-01
#> 2825 b_cyl -0.635922392 1.228491e-01
#> 2826 b_cyl -0.631929677 1.206175e-01
#> 2827 b_cyl -0.627936962 1.184232e-01
#> 2828 b_cyl -0.623944247 1.162658e-01
#> 2829 b_cyl -0.619951532 1.141485e-01
#> 2830 b_cyl -0.615958817 1.120702e-01
#> 2831 b_cyl -0.611966103 1.100267e-01
#> 2832 b_cyl -0.607973388 1.080172e-01
#> 2833 b_cyl -0.603980673 1.060412e-01
#> 2834 b_cyl -0.599987958 1.040979e-01
#> 2835 b_cyl -0.595995243 1.021868e-01
#> 2836 b_cyl -0.592002528 1.003123e-01
#> 2837 b_cyl -0.588009813 9.846950e-02
#> 2838 b_cyl -0.584017098 9.665640e-02
#> 2839 b_cyl -0.580024383 9.487238e-02
#> 2840 b_cyl -0.576031668 9.311679e-02
#> 2841 b_cyl -0.572038953 9.138899e-02
#> 2842 b_cyl -0.568046239 8.968902e-02
#> 2843 b_cyl -0.564053524 8.802036e-02
#> 2844 b_cyl -0.560060809 8.637735e-02
#> 2845 b_cyl -0.556068094 8.475942e-02
#> 2846 b_cyl -0.552075379 8.316602e-02
#> 2847 b_cyl -0.548082664 8.159663e-02
#> 2848 b_cyl -0.544089949 8.005075e-02
#> 2849 b_cyl -0.540097234 7.852988e-02
#> 2850 b_cyl -0.536104519 7.703418e-02
#> 2851 b_cyl -0.532111804 7.556038e-02
#> 2852 b_cyl -0.528119089 7.410811e-02
#> 2853 b_cyl -0.524126375 7.267699e-02
#> 2854 b_cyl -0.520133660 7.126667e-02
#> 2855 b_cyl -0.516140945 6.987685e-02
#> 2856 b_cyl -0.512148230 6.851026e-02
#> 2857 b_cyl -0.508155515 6.716467e-02
#> 2858 b_cyl -0.504162800 6.583866e-02
#> 2859 b_cyl -0.500170085 6.453205e-02
#> 2860 b_cyl -0.496177370 6.324466e-02
#> 2861 b_cyl -0.492184655 6.197635e-02
#> 2862 b_cyl -0.488191940 6.072707e-02
#> 2863 b_cyl -0.484199225 5.950056e-02
#> 2864 b_cyl -0.480206511 5.829280e-02
#> 2865 b_cyl -0.476213796 5.710377e-02
#> 2866 b_cyl -0.472221081 5.593344e-02
#> 2867 b_cyl -0.468228366 5.478182e-02
#> 2868 b_cyl -0.464235651 5.364892e-02
#> 2869 b_cyl -0.460242936 5.253605e-02
#> 2870 b_cyl -0.456250221 5.144472e-02
#> 2871 b_cyl -0.452257506 5.037227e-02
#> 2872 b_cyl -0.448264791 4.931877e-02
#> 2873 b_cyl -0.444272076 4.828431e-02
#> 2874 b_cyl -0.440279361 4.726894e-02
#> 2875 b_cyl -0.436286647 4.627274e-02
#> 2876 b_cyl -0.432293932 4.529833e-02
#> 2877 b_cyl -0.428301217 4.434481e-02
#> 2878 b_cyl -0.424308502 4.341068e-02
#> 2879 b_cyl -0.420315787 4.249596e-02
#> 2880 b_cyl -0.416323072 4.160066e-02
#> 2881 b_cyl -0.412330357 4.072480e-02
#> 2882 b_cyl -0.408337642 3.986836e-02
#> 2883 b_cyl -0.404344927 3.903507e-02
#> 2884 b_cyl -0.400352212 3.822136e-02
#> 2885 b_cyl -0.396359497 3.742681e-02
#> 2886 b_cyl -0.392366783 3.665126e-02
#> 2887 b_cyl -0.388374068 3.589455e-02
#> 2888 b_cyl -0.384381353 3.515650e-02
#> 2889 b_cyl -0.380388638 3.443774e-02
#> 2890 b_cyl -0.376395923 3.374007e-02
#> 2891 b_cyl -0.372403208 3.306012e-02
#> 2892 b_cyl -0.368410493 3.239757e-02
#> 2893 b_cyl -0.364417778 3.175206e-02
#> 2894 b_cyl -0.360425063 3.112322e-02
#> 2895 b_cyl -0.356432348 3.051064e-02
#> 2896 b_cyl -0.352439633 2.991559e-02
#> 2897 b_cyl -0.348446919 2.933729e-02
#> 2898 b_cyl -0.344454204 2.877366e-02
#> 2899 b_cyl -0.340461489 2.822422e-02
#> 2900 b_cyl -0.336468774 2.768846e-02
#> 2901 b_cyl -0.332476059 2.716589e-02
#> 2902 b_cyl -0.328483344 2.665601e-02
#> 2903 b_cyl -0.324490629 2.616028e-02
#> 2904 b_cyl -0.320497914 2.567640e-02
#> 2905 b_cyl -0.316505199 2.520340e-02
#> 2906 b_cyl -0.312512484 2.474080e-02
#> 2907 b_cyl -0.308519769 2.428809e-02
#> 2908 b_cyl -0.304527055 2.384483e-02
#> 2909 b_cyl -0.300534340 2.341075e-02
#> 2910 b_cyl -0.296541625 2.298664e-02
#> 2911 b_cyl -0.292548910 2.257043e-02
#> 2912 b_cyl -0.288556195 2.216171e-02
#> 2913 b_cyl -0.284563480 2.176011e-02
#> 2914 b_cyl -0.280570765 2.136529e-02
#> 2915 b_cyl -0.276578050 2.097691e-02
#> 2916 b_cyl -0.272585335 2.059517e-02
#> 2917 b_cyl -0.268592620 2.021989e-02
#> 2918 b_cyl -0.264599905 1.985005e-02
#> 2919 b_cyl -0.260607191 1.948542e-02
#> 2920 b_cyl -0.256614476 1.912579e-02
#> 2921 b_cyl -0.252621761 1.877096e-02
#> 2922 b_cyl -0.248629046 1.842075e-02
#> 2923 b_cyl -0.244636331 1.807564e-02
#> 2924 b_cyl -0.240643616 1.773500e-02
#> 2925 b_cyl -0.236650901 1.739846e-02
#> 2926 b_cyl -0.232658186 1.706587e-02
#> 2927 b_cyl -0.228665471 1.673713e-02
#> 2928 b_cyl -0.224672756 1.641212e-02
#> 2929 b_cyl -0.220680041 1.609075e-02
#> 2930 b_cyl -0.216687327 1.577361e-02
#> 2931 b_cyl -0.212694612 1.545984e-02
#> 2932 b_cyl -0.208701897 1.514934e-02
#> 2933 b_cyl -0.204709182 1.484203e-02
#> 2934 b_cyl -0.200716467 1.453779e-02
#> 2935 b_cyl -0.196723752 1.423654e-02
#> 2936 b_cyl -0.192731037 1.393837e-02
#> 2937 b_cyl -0.188738322 1.364334e-02
#> 2938 b_cyl -0.184745607 1.335094e-02
#> 2939 b_cyl -0.180752892 1.306108e-02
#> 2940 b_cyl -0.176760177 1.277364e-02
#> 2941 b_cyl -0.172767463 1.248854e-02
#> 2942 b_cyl -0.168774748 1.220567e-02
#> 2943 b_cyl -0.164782033 1.192522e-02
#> 2944 b_cyl -0.160789318 1.164693e-02
#> 2945 b_cyl -0.156796603 1.137056e-02
#> 2946 b_cyl -0.152803888 1.109604e-02
#> 2947 b_cyl -0.148811173 1.082330e-02
#> 2948 b_cyl -0.144818458 1.055228e-02
#> 2949 b_cyl -0.140825743 1.028292e-02
#> 2950 b_cyl -0.136833028 1.001550e-02
#> 2951 b_cyl -0.132840313 9.749691e-03
#> 2952 b_cyl -0.128847599 9.485467e-03
#> 2953 b_cyl -0.124854884 9.222830e-03
#> 2954 b_cyl -0.120862169 8.961798e-03
#> 2955 b_cyl -0.116869454 8.702402e-03
#> 2956 b_cyl -0.112876739 8.444771e-03
#> 2957 b_cyl -0.108884024 8.189191e-03
#> 2958 b_cyl -0.104891309 7.935469e-03
#> 2959 b_cyl -0.100898594 7.683700e-03
#> 2960 b_cyl -0.096905879 7.433988e-03
#> 2961 b_cyl -0.092913164 7.186451e-03
#> 2962 b_cyl -0.088920449 6.941214e-03
#> 2963 b_cyl -0.084927735 6.698710e-03
#> 2964 b_cyl -0.080935020 6.459118e-03
#> 2965 b_cyl -0.076942305 6.222348e-03
#> 2966 b_cyl -0.072949590 5.988562e-03
#> 2967 b_cyl -0.068956875 5.757925e-03
#> 2968 b_cyl -0.064964160 5.530606e-03
#> 2969 b_cyl -0.060971445 5.306775e-03
#> 2970 b_cyl -0.056978730 5.087288e-03
#> 2971 b_cyl -0.052986015 4.871851e-03
#> 2972 b_cyl -0.048993300 4.660491e-03
#> 2973 b_cyl -0.045000585 4.453365e-03
#> 2974 b_cyl -0.041007871 4.250624e-03
#> 2975 b_cyl -0.037015156 4.052414e-03
#> 2976 b_cyl -0.033022441 3.859002e-03
#> 2977 b_cyl -0.029029726 3.671318e-03
#> 2978 b_cyl -0.025037011 3.488605e-03
#> 2979 b_cyl -0.021044296 3.310960e-03
#> 2980 b_cyl -0.017051581 3.138470e-03
#> 2981 b_cyl -0.013058866 2.971213e-03
#> 2982 b_cyl -0.009066151 2.809252e-03
#> 2983 b_cyl -0.005073436 2.653133e-03
#> 2984 b_cyl -0.001080721 2.503068e-03
#> 2985 b_cyl 0.002911993 2.358421e-03
#> 2986 b_cyl 0.006904708 2.219196e-03
#> 2987 b_cyl 0.010897423 2.085387e-03
#> 2988 b_cyl 0.014890138 1.956973e-03
#> 2989 b_cyl 0.018882853 1.833925e-03
#> 2990 b_cyl 0.022875568 1.717016e-03
#> 2991 b_cyl 0.026868283 1.605651e-03
#> 2992 b_cyl 0.030860998 1.499454e-03
#> 2993 b_cyl 0.034853713 1.398346e-03
#> 2994 b_cyl 0.038846428 1.302241e-03
#> 2995 b_cyl 0.042839143 1.211046e-03
#> 2996 b_cyl 0.046831857 1.124689e-03
#> 2997 b_cyl 0.050824572 1.043968e-03
#> 2998 b_cyl 0.054817287 9.677739e-04
#> 2999 b_cyl 0.058810002 8.959866e-04
#> 3000 b_cyl 0.062802717 8.284834e-04
#> 3001 b_cyl 0.066795432 7.651391e-04
#> 3002 b_cyl 0.070788147 7.058267e-04
#> 3003 b_cyl 0.074780862 6.506792e-04
#> 3004 b_cyl 0.078773577 5.997924e-04
#> 3005 b_cyl 0.082766292 5.524828e-04
#> 3006 b_cyl 0.086759007 5.086235e-04
#> 3007 b_cyl 0.090751721 4.680898e-04
#> 3008 b_cyl 0.094744436 4.307586e-04
#> 3009 b_cyl 0.098737151 3.965098e-04
#> 3010 b_cyl 0.102729866 3.656015e-04
#> 3011 b_cyl 0.106722581 3.377178e-04
#> 3012 b_cyl 0.110715296 3.125203e-04
#> 3013 b_cyl 0.114708011 2.899072e-04
#> 3014 b_cyl 0.118700726 2.697808e-04
#> 3015 b_cyl 0.122693441 2.520479e-04
#> 3016 b_cyl 0.126686156 2.366199e-04
#> 3017 b_cyl 0.130678871 2.238293e-04
#> 3018 b_cyl 0.134671585 2.131750e-04
#> 3019 b_cyl 0.138664300 2.045543e-04
#> 3020 b_cyl 0.142657015 1.979020e-04
#> 3021 b_cyl 0.146649730 1.931567e-04
#> 3022 b_cyl 0.150642445 1.902613e-04
#> 3023 b_cyl 0.154635160 1.892477e-04
#> 3024 b_cyl 0.158627875 1.902503e-04
#> 3025 b_cyl 0.162620590 1.929325e-04
#> 3026 b_cyl 0.166613305 1.972538e-04
#> 3027 b_cyl 0.170606020 2.031758e-04
#> 3028 b_cyl 0.174598735 2.106621e-04
#> 3029 b_cyl 0.178591449 2.196775e-04
#> 3030 b_cyl 0.182584164 2.303517e-04
#> 3031 b_cyl 0.186576879 2.426184e-04
#> 3032 b_cyl 0.190569594 2.562953e-04
#> 3033 b_cyl 0.194562309 2.713476e-04
#> 3034 b_cyl 0.198555024 2.877393e-04
#> 3035 b_cyl 0.202547739 3.054327e-04
#> 3036 b_cyl 0.206540454 3.243879e-04
#> 3037 b_cyl 0.210533169 3.447658e-04
#> 3038 b_cyl 0.214525884 3.663335e-04
#> 3039 b_cyl 0.218518599 3.889947e-04
#> 3040 b_cyl 0.222511313 4.126928e-04
#> 3041 b_cyl 0.226504028 4.373667e-04
#> 3042 b_cyl 0.230496743 4.629510e-04
#> 3043 b_cyl 0.234489458 4.893965e-04
#> 3044 b_cyl 0.238482173 5.167188e-04
#> 3045 b_cyl 0.242474888 5.446780e-04
#> 3046 b_cyl 0.246467603 5.731845e-04
#> 3047 b_cyl 0.250460318 6.021436e-04
#> 3048 b_cyl 0.254453033 6.314563e-04
#> 3049 b_cyl 0.258445748 6.610192e-04
#> 3050 b_cyl 0.262438463 6.907231e-04
#> 3051 b_cyl 0.266431177 7.204108e-04
#> 3052 b_cyl 0.270423892 7.499483e-04
#> 3053 b_cyl 0.274416607 7.792152e-04
#> 3054 b_cyl 0.278409322 8.080891e-04
#> 3055 b_cyl 0.282402037 8.364464e-04
#> 3056 b_cyl 0.286394752 8.641626e-04
#> 3057 b_cyl 0.290387467 8.909650e-04
#> 3058 b_cyl 0.294380182 9.167661e-04
#> 3059 b_cyl 0.298372897 9.414903e-04
#> 3060 b_cyl 0.302365612 9.650196e-04
#> 3061 b_cyl 0.306358326 9.872395e-04
#> 3062 b_cyl 0.310351041 1.008040e-03
#> 3063 b_cyl 0.314343756 1.027303e-03
#> 3064 b_cyl 0.318336471 1.044577e-03
#> 3065 b_cyl 0.322329186 1.060088e-03
#> 3066 b_cyl 0.326321901 1.073758e-03
#> 3067 b_cyl 0.330314616 1.085516e-03
#> 3068 b_cyl 0.334307331 1.095301e-03
#> 3069 b_cyl 0.338300046 1.103057e-03
#> 3070 b_cyl 0.342292761 1.108592e-03
#> 3071 b_cyl 0.346285476 1.111715e-03
#> 3072 b_cyl 0.350278190 1.112707e-03
# }