R/coev_simulate_coevolution.R
coev_simulate_coevolution.RdThis function simulates the coevolution of multiple continuous variables in discrete time steps following a simple VAR(1) autoregressive model. Users set the sample size, the variable names, the strength of selection and drift, and the probability of a speciation event in a given time step. The function returns a phylogeny, the results of the simulation run, and a dataset of contemporary trait values.
coev_simulate_coevolution(
n,
variables,
selection_matrix,
drift,
prob_split,
intercepts = NULL,
ancestral_states = NULL
)Number of data points in the resulting data frame.
A character vector of variable names (e.g.,
c("x","y"))
A numeric matrix determining the strength of selection between variables. The matrix must have a number of rows and columns equal to the number of variables and its row and column names must contain all specified variables. Each cell determines the strength of selection from the column variable to the row variable. For example, the cell on the "x" column and the "x" row indicates how much previous values of x influence future values of x (autocorrelation). By contrast, the cell on the "x" column and the "y" row indicates how much previous values of x influence future values of y (cross-lagged effect).
A named numeric vector specifying the strength of drift for different variables. Names must include all specified variables.
A numeric probability of a species split in any given timestep.
Intercepts for the VAR(1) model. If NULL (default), intercepts are set to zero for all variables. Otherwise, a named numeric vector specifying the intercepts for different variables. Names must include all specified variables.
Ancestral states for different variables. If NULL (default), ancestral states are set to zero for all variables. Otherwise, a named numeric vector specifying the ancestral states for different variables. Names must include all specified variables.
List with dataset at final timestep (data), full simulation log (simulation), and pruned phylogenetic tree (tree)
The model underlying this simulation is a simple VAR(1) autoregressive model, where values of all variables at the previous timestep predict values at the current timestep. In the case of two variables, the model is as follows: $$Y_t = \alpha_{y}+\beta_{y,y}Y_{t-1}+\beta_{y,x}X_{t-1} + \mathcal{N}(0,\epsilon_{y})$$ $$X_t = \alpha_{x}+\beta_{x,x}X_{t-1}+\beta_{x,y}Y_{t-1} + \mathcal{N}(0,\epsilon_{x})$$ where \(\alpha\) represents the intercepts, \(\beta\) represents the selection matrix, and \(\epsilon\) represents the vector of drift parameters. With some probability \(p\), a speciation event creates two independent evolutionary branches. This simulation continues until the intended sample size of species has been reached.
# simulate coevolution of x and y
n <- 100
variables <- c("x", "y")
# x -> y but not vice versa
selection_matrix <- matrix(
c(
0.95, 0.00,
0.80, 0.95
),
nrow = 2,
byrow = TRUE,
dimnames = list(variables, variables)
)
drift <- c("x" = 0.05, "y" = 0.05)
prob_split <- 0.05
# run simulation with default parameters
coev_simulate_coevolution(
n, variables, selection_matrix,
drift, prob_split
)
#> $data
#> species x y
#> 1 t1 -0.116928335 -2.13920451
#> 2 t2 0.142103926 0.66901824
#> 3 t3 -0.147294755 -1.28197553
#> 4 t4 0.047079197 -0.08912116
#> 5 t5 -0.020051571 0.83015732
#> 6 t6 0.027557521 0.90866549
#> 7 t7 0.148974902 1.98893732
#> 8 t8 0.029204112 -0.70335053
#> 9 t9 0.262801565 1.79811669
#> 10 t93 0.262801565 1.79811669
#> 11 t10 0.058613977 -2.80995212
#> 12 t11 0.046969553 0.34044137
#> 13 t12 -0.231169700 -1.81165029
#> 14 t13 -0.147047105 -1.62973827
#> 15 t14 0.057681923 0.22212480
#> 16 t15 0.048173594 -1.15966352
#> 17 t16 -0.185820659 -0.35866515
#> 18 t17 -0.127809275 -0.32278110
#> 19 t18 -0.099470341 -0.83705111
#> 20 t19 -0.089968908 -0.05186192
#> 21 t20 0.200317490 2.35277189
#> 22 t94 0.200317490 2.35277189
#> 23 t21 -0.086632155 -1.80079010
#> 24 t22 0.148169598 2.07031525
#> 25 t23 -0.044032355 0.16995650
#> 26 t24 0.006309632 -1.14587990
#> 27 t25 -0.318808237 -1.86267998
#> 28 t26 -0.139975480 -0.09838660
#> 29 t27 -0.052987936 -1.24106219
#> 30 t28 0.273739695 2.35583377
#> 31 t29 -0.011478163 -1.76496913
#> 32 t30 0.072785355 0.25190640
#> 33 t31 0.195841661 1.79853734
#> 34 t32 0.101132658 -0.20630514
#> 35 t95 0.101132658 -0.20630514
#> 36 t33 -0.286906953 -1.57891543
#> 37 t34 0.266161573 1.84236375
#> 38 t35 0.046671436 0.68001088
#> 39 t36 0.005742327 0.66653435
#> 40 t37 0.084421330 2.77981127
#> 41 t38 -0.084704770 -2.76699908
#> 42 t39 -0.265335780 -2.75278340
#> 43 t40 -0.085108075 -0.88784626
#> 44 t41 -0.086050824 -0.28536485
#> 45 t42 0.010789232 0.14594331
#> 46 t96 0.010789232 0.14594331
#> 47 t43 -0.034474184 -1.03824110
#> 48 t44 0.045230582 0.28956053
#> 49 t45 0.170191741 0.73731353
#> 50 t46 0.138629165 2.35178404
#> 51 t47 -0.111233172 -1.44067457
#> 52 t48 -0.158810571 -1.82523504
#> 53 t49 0.016277338 1.11332192
#> 54 t50 -0.039737274 -0.56156393
#> 55 t51 -0.007324792 -1.72737488
#> 56 t52 0.137349194 1.41359851
#> 57 t53 0.075914988 2.27240751
#> 58 t54 -0.054113067 0.25956661
#> 59 t55 -0.046094294 -1.34797240
#> 60 t56 -0.014594126 -1.06219532
#> 61 t57 0.104451428 0.38548987
#> 62 t58 0.078191376 -0.63592482
#> 63 t59 0.009230436 -0.74866523
#> 64 t60 0.205114318 1.04195647
#> 65 t61 -0.079734147 0.69393084
#> 66 t62 0.025140626 1.21131727
#> 67 t63 -0.101181351 -0.58321935
#> 68 t97 -0.101181351 -0.58321935
#> 69 t64 0.064663244 1.88165032
#> 70 t65 0.084513434 3.01604182
#> 71 t66 -0.073466485 -0.95209148
#> 72 t67 -0.144110766 -2.83848452
#> 73 t68 0.054302136 -0.65298946
#> 74 t69 0.118867001 -0.17245709
#> 75 t70 -0.233776790 1.02699233
#> 76 t71 -0.158156437 -2.96606087
#> 77 t72 0.095067671 0.68604472
#> 78 t73 -0.041802082 -1.54570843
#> 79 t74 0.243463268 2.89230853
#> 80 t98 0.243463268 2.89230853
#> 81 t75 0.150977305 -0.24185463
#> 82 t76 0.315377069 2.34094780
#> 83 t77 -0.216925607 -1.93175486
#> 84 t78 -0.235315220 -2.08318417
#> 85 t79 0.013677917 -0.31091504
#> 86 t99 0.013677917 -0.31091504
#> 87 t80 -0.043597697 -0.21792854
#> 88 t81 0.304124549 2.66708656
#> 89 t82 0.078564234 -1.55806668
#> 90 t83 -0.056120494 -0.73385586
#> 91 t84 0.054065129 0.30407138
#> 92 t85 -0.160482084 -1.58692840
#> 93 t86 -0.010508768 -0.19422161
#> 94 t100 -0.010508768 -0.19422161
#> 95 t87 -0.062158371 -1.58806600
#> 96 t88 0.098901482 2.08309767
#> 97 t89 0.041343312 0.79045663
#> 98 t90 -0.008542259 -0.90022410
#> 99 t91 -0.107654736 -2.98865086
#> 100 t92 0.283974195 2.26744571
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 0.000000e+00 0.0000000000
#> 2 2 t1 t1 TRUE 6.380892e-03 0.0184015018
#> 3 2 t2 t1 TRUE 6.380892e-03 0.0184015018
#> 4 3 t1 t1 FALSE 2.834937e-02 0.0910749335
#> 5 3 t2 t2 FALSE 2.491393e-02 -0.0348229829
#> 6 4 t1 t1 FALSE 4.212431e-02 0.1000312548
#> 7 4 t2 t2 FALSE -5.268712e-02 -0.0807225748
#> 8 5 t1 t1 FALSE -4.201099e-02 0.1541252641
#> 9 5 t2 t2 FALSE -5.095053e-02 -0.1199187020
#> 10 6 t1 t1 TRUE -3.382941e-02 0.0589068465
#> 11 6 t3 t1 TRUE -3.382941e-02 0.0589068465
#> 12 6 t2 t2 FALSE 4.350452e-04 -0.1697828384
#> 13 7 t1 t1 FALSE -4.226032e-02 0.1131227620
#> 14 7 t2 t2 FALSE 6.521637e-02 -0.1176455392
#> 15 7 t3 t3 FALSE -7.981938e-02 0.0497110159
#> 16 8 t1 t1 FALSE -1.024457e-02 0.0887928045
#> 17 8 t2 t2 FALSE 1.070223e-01 -0.0994765847
#> 18 8 t3 t3 FALSE -8.756045e-02 0.0171747010
#> 19 9 t1 t1 FALSE -8.638561e-02 0.0862755414
#> 20 9 t2 t2 FALSE 1.041209e-01 0.0388036494
#> 21 9 t3 t3 FALSE -6.454748e-02 -0.1320146073
#> 22 10 t1 t1 FALSE -5.246379e-02 0.0693410923
#> 23 10 t2 t2 FALSE 1.423057e-01 0.1543781549
#> 24 10 t3 t3 FALSE -9.988805e-02 -0.1511112590
#> 25 11 t1 t1 FALSE -8.333210e-03 0.0542703565
#> 26 11 t2 t2 FALSE 1.762567e-01 0.2200179470
#> 27 11 t3 t3 FALSE -8.213956e-02 -0.2507362109
#> 28 12 t1 t1 FALSE 8.568897e-02 0.0083893951
#> 29 12 t2 t2 FALSE 1.454793e-01 0.3192112711
#> 30 12 t3 t3 FALSE -1.502498e-01 -0.2911381102
#> 31 13 t1 t1 FALSE -3.313472e-02 0.0920386901
#> 32 13 t2 t2 FALSE 1.155727e-01 0.3495633952
#> 33 13 t3 t3 FALSE -1.111287e-01 -0.3425346413
#> 34 14 t1 t1 FALSE 2.707735e-03 0.1022029661
#> 35 14 t2 t2 FALSE 1.167506e-01 0.4933596847
#> 36 14 t3 t3 FALSE -9.863777e-02 -0.4315621744
#> 37 15 t1 t1 FALSE -2.345484e-02 0.1417881992
#> 38 15 t2 t2 FALSE 6.697930e-02 0.6352732053
#> 39 15 t3 t3 FALSE -1.709601e-01 -0.4772327927
#> 40 16 t1 t1 FALSE -4.906917e-02 0.1753247985
#> 41 16 t2 t2 FALSE 1.351230e-01 0.6096760031
#> 42 16 t3 t3 FALSE -1.971949e-01 -0.5354015762
#> 43 17 t1 t1 FALSE -9.511940e-02 0.1158518560
#> 44 17 t2 t2 FALSE 8.278509e-02 0.7058983466
#> 45 17 t3 t3 FALSE -1.193314e-01 -0.6846582374
#> 46 18 t1 t1 FALSE -1.634752e-01 -0.0128479595
#> 47 18 t2 t2 FALSE 1.039938e-01 0.6320829361
#> 48 18 t3 t3 FALSE -1.969848e-01 -0.7287555592
#> 49 19 t1 t1 FALSE -1.274437e-01 -0.2054148434
#> 50 19 t2 t2 FALSE 7.871732e-02 0.6765514803
#> 51 19 t3 t3 FALSE -2.177118e-01 -0.7293226852
#> 52 20 t1 t1 FALSE -9.702915e-02 -0.3098256195
#> 53 20 t2 t2 FALSE -2.113466e-02 0.6065652659
#> 54 20 t3 t3 FALSE -1.026661e-01 -0.8536487999
#> 55 21 t1 t1 FALSE -4.664028e-02 -0.3245199608
#> 56 21 t2 t2 FALSE 5.013536e-02 0.5488487413
#> 57 21 t3 t3 FALSE -1.130815e-01 -0.9053070227
#> 58 22 t1 t1 FALSE -5.839305e-02 -0.3740454820
#> 59 22 t2 t2 FALSE 1.503255e-01 0.5160386717
#> 60 22 t3 t3 FALSE -1.064945e-01 -0.8576741300
#> 61 23 t1 t1 FALSE -1.299149e-01 -0.4216832944
#> 62 23 t2 t2 TRUE 1.118517e-01 0.6236628583
#> 63 23 t4 t2 TRUE 1.118517e-01 0.6236628583
#> 64 23 t3 t3 FALSE -1.469658e-01 -0.8963226497
#> 65 24 t1 t1 FALSE -9.095008e-02 -0.4539584494
#> 66 24 t2 t2 FALSE 5.319739e-02 0.6549241591
#> 67 24 t3 t3 FALSE -1.594054e-01 -0.9564298867
#> 68 24 t4 t4 FALSE 6.988868e-02 0.6550691960
#> 69 25 t1 t1 FALSE -1.221600e-02 -0.5072525267
#> 70 25 t2 t2 FALSE 6.298497e-02 0.7170680321
#> 71 25 t3 t3 FALSE -1.255913e-01 -0.9654451013
#> 72 25 t4 t4 FALSE 8.151558e-02 0.6893400030
#> 73 26 t1 t1 FALSE -4.568220e-02 -0.5472867244
#> 74 26 t2 t2 FALSE 4.009068e-02 0.7793099097
#> 75 26 t3 t3 FALSE -1.367041e-01 -1.0063846759
#> 76 26 t4 t4 FALSE 1.015618e-02 0.6832535662
#> 77 27 t1 t1 FALSE -5.211542e-02 -0.5062983066
#> 78 27 t2 t2 FALSE 9.693148e-02 0.7649720426
#> 79 27 t3 t3 FALSE -7.553097e-02 -1.0825214523
#> 80 27 t4 t4 FALSE 7.027285e-02 0.7192338355
#> 81 28 t1 t1 FALSE -9.401227e-02 -0.5784534583
#> 82 28 t2 t2 FALSE 1.045781e-01 0.7364455804
#> 83 28 t3 t3 FALSE -2.917137e-02 -1.1202706633
#> 84 28 t4 t4 FALSE 3.390634e-02 0.7154013132
#> 85 29 t1 t1 FALSE -2.882504e-02 -0.5103611820
#> 86 29 t2 t2 FALSE 1.601023e-01 0.8559814445
#> 87 29 t3 t3 FALSE -2.341847e-03 -1.1313982834
#> 88 29 t4 t4 FALSE -3.408924e-02 0.5886458743
#> 89 30 t1 t1 FALSE -4.659358e-02 -0.4145619612
#> 90 30 t2 t2 FALSE 1.549367e-01 0.9361314489
#> 91 30 t3 t3 FALSE 1.896900e-02 -1.0058117701
#> 92 30 t4 t4 FALSE -2.786756e-02 0.5770600921
#> 93 31 t1 t1 FALSE -9.083988e-02 -0.4758104876
#> 94 31 t2 t2 FALSE 1.212672e-01 0.9676817159
#> 95 31 t3 t3 FALSE 6.984812e-02 -0.9261451605
#> 96 31 t4 t4 FALSE -1.414613e-02 0.5730043673
#> 97 32 t1 t1 FALSE -3.547989e-02 -0.4991700104
#> 98 32 t2 t2 TRUE 1.875494e-01 1.1030064316
#> 99 32 t5 t2 TRUE 1.875494e-01 1.1030064316
#> 100 32 t3 t3 FALSE 1.133528e-01 -0.8453186723
#> 101 32 t4 t4 FALSE -1.224329e-02 0.5453347195
#> 102 33 t1 t1 FALSE -1.855730e-02 -0.5399647972
#> 103 33 t2 t2 FALSE 2.893142e-01 1.2056708115
#> 104 33 t3 t3 FALSE 9.131346e-02 -0.7255939179
#> 105 33 t4 t4 FALSE -8.713049e-03 0.5664993427
#> 106 33 t5 t5 FALSE 1.538072e-01 1.2437594134
#> 107 34 t1 t1 FALSE -5.879988e-02 -0.5059607114
#> 108 34 t2 t2 FALSE 2.122159e-01 1.3832221233
#> 109 34 t3 t3 FALSE 1.057894e-01 -0.5474781853
#> 110 34 t4 t4 FALSE 1.624828e-02 0.5272271069
#> 111 34 t5 t5 FALSE 1.582259e-01 1.2577208855
#> 112 35 t1 t1 FALSE -1.337933e-01 -0.5369314425
#> 113 35 t2 t2 FALSE 2.146286e-01 1.4094236016
#> 114 35 t3 t3 FALSE 1.534897e-02 -0.3702718981
#> 115 35 t4 t4 FALSE -2.909077e-02 0.5080374999
#> 116 35 t5 t5 FALSE 1.248705e-01 1.2892840890
#> 117 36 t1 t1 FALSE -8.407299e-02 -0.6206393365
#> 118 36 t2 t2 FALSE 2.176335e-01 1.5248519982
#> 119 36 t3 t3 FALSE 4.563814e-02 -0.4036804535
#> 120 36 t4 t4 FALSE -1.249255e-01 0.4369239352
#> 121 36 t5 t5 FALSE 8.344884e-02 1.3995869669
#> 122 37 t1 t1 FALSE -1.074259e-01 -0.6651181682
#> 123 37 t2 t2 FALSE 2.403229e-01 1.6842173381
#> 124 37 t3 t3 FALSE -5.482484e-03 -0.3452702889
#> 125 37 t4 t4 FALSE -5.614921e-02 0.2213254874
#> 126 37 t5 t5 FALSE 1.808505e-02 1.3875164006
#> 127 38 t1 t1 FALSE -1.807834e-01 -0.7276189852
#> 128 38 t2 t2 FALSE 2.220261e-01 1.8271983063
#> 129 38 t3 t3 FALSE -8.787241e-02 -0.4704861377
#> 130 38 t4 t4 FALSE -1.123143e-01 0.2348843498
#> 131 38 t5 t5 FALSE -2.134424e-03 1.3204836712
#> 132 39 t1 t1 FALSE -1.593094e-01 -0.7943079728
#> 133 39 t2 t2 FALSE 9.204910e-02 1.9101888436
#> 134 39 t3 t3 FALSE -1.607095e-01 -0.4775124416
#> 135 39 t4 t4 FALSE -1.169824e-01 0.1450327209
#> 136 39 t5 t5 FALSE 3.692415e-02 1.1854591111
#> 137 40 t1 t1 FALSE -1.229556e-01 -0.8850207334
#> 138 40 t2 t2 FALSE 7.061720e-02 1.9388744406
#> 139 40 t3 t3 FALSE -1.816434e-01 -0.5350944630
#> 140 40 t4 t4 FALSE -1.147539e-01 0.0752548197
#> 141 40 t5 t5 FALSE 1.406759e-02 1.1429567236
#> 142 41 t1 t1 FALSE -1.412888e-01 -0.9788387781
#> 143 41 t2 t2 FALSE 1.240197e-01 1.9079506489
#> 144 41 t3 t3 FALSE -1.221671e-01 -0.6587610797
#> 145 41 t4 t4 FALSE -1.138265e-01 0.0144143776
#> 146 41 t5 t5 FALSE -3.196335e-02 1.1384556839
#> 147 42 t1 t1 FALSE -1.128434e-01 -1.0712518419
#> 148 42 t2 t2 FALSE 1.965835e-01 1.9911131879
#> 149 42 t3 t3 FALSE -1.358308e-01 -0.7300918409
#> 150 42 t4 t4 TRUE 2.275384e-02 -0.1658653161
#> 151 42 t6 t4 TRUE 2.275384e-02 -0.1658653161
#> 152 42 t5 t5 TRUE -3.350826e-02 1.0519556309
#> 153 42 t7 t5 TRUE -3.350826e-02 1.0519556309
#> 154 43 t1 t1 FALSE -7.432647e-02 -1.1084055571
#> 155 43 t2 t2 FALSE 1.477408e-01 1.9599764117
#> 156 43 t3 t3 FALSE -1.674671e-01 -0.7594047843
#> 157 43 t4 t4 FALSE 9.729964e-02 -0.1376695274
#> 158 43 t5 t5 FALSE -1.256686e-01 0.9470141657
#> 159 43 t6 t6 FALSE -8.931122e-03 -0.0767747647
#> 160 43 t7 t7 FALSE -1.196249e-02 1.0370763994
#> 161 44 t1 t1 FALSE -7.785523e-02 -1.1286688053
#> 162 44 t2 t2 FALSE 1.471632e-01 2.0449196977
#> 163 44 t3 t3 FALSE -1.638190e-01 -0.8537804699
#> 164 44 t4 t4 FALSE 8.249872e-02 -0.0440352222
#> 165 44 t5 t5 FALSE -8.533805e-02 0.7784099126
#> 166 44 t6 t6 FALSE 7.306948e-03 -0.1453156233
#> 167 44 t7 t7 TRUE -8.902516e-03 0.9849306445
#> 168 44 t8 t7 TRUE -8.902516e-03 0.9849306445
#> 169 45 t1 t1 FALSE -6.406988e-02 -1.1917135338
#> 170 45 t2 t2 FALSE 7.283566e-02 2.0281034844
#> 171 45 t3 t3 FALSE -1.403774e-01 -1.0176913688
#> 172 45 t4 t4 FALSE 9.614542e-02 -0.0250344115
#> 173 45 t5 t5 FALSE -1.046485e-01 0.6890430177
#> 174 45 t6 t6 FALSE 6.234905e-02 -0.0782804018
#> 175 45 t7 t7 FALSE -1.734733e-02 0.9116706598
#> 176 45 t8 t8 FALSE -6.466144e-02 0.9815882913
#> 177 46 t1 t1 FALSE -5.218271e-02 -1.1533137505
#> 178 46 t2 t2 FALSE 1.226159e-01 1.9757874508
#> 179 46 t3 t3 FALSE -2.103188e-01 -1.2074029894
#> 180 46 t4 t4 FALSE 1.118787e-01 -0.0108585691
#> 181 46 t5 t5 FALSE -1.288939e-01 0.5834044743
#> 182 46 t6 t6 FALSE 1.316389e-01 -0.0966250113
#> 183 46 t7 t7 FALSE -4.965401e-02 0.8300089853
#> 184 46 t8 t8 FALSE -4.454546e-02 0.8504046238
#> 185 47 t1 t1 FALSE -2.570738e-03 -1.1100982766
#> 186 47 t2 t2 FALSE 1.028390e-01 2.0830650730
#> 187 47 t3 t3 FALSE -1.704865e-01 -1.3948261589
#> 188 47 t4 t4 FALSE 1.226757e-01 0.0524790958
#> 189 47 t5 t5 FALSE -1.270691e-01 0.4045032977
#> 190 47 t6 t6 FALSE 9.031357e-02 -0.0610866504
#> 191 47 t7 t7 FALSE -7.098403e-02 0.6721310991
#> 192 47 t8 t8 TRUE 2.001342e-02 0.7049329477
#> 193 47 t9 t8 TRUE 2.001342e-02 0.7049329477
#> 194 48 t1 t1 FALSE -1.264072e-02 -1.1345237787
#> 195 48 t2 t2 FALSE 8.534853e-02 2.0444049733
#> 196 48 t3 t3 FALSE -1.283159e-01 -1.4911388879
#> 197 48 t4 t4 FALSE 1.194886e-01 0.1108661512
#> 198 48 t5 t5 TRUE -3.957532e-02 0.2428906200
#> 199 48 t10 t5 TRUE -3.957532e-02 0.2428906200
#> 200 48 t6 t6 FALSE 3.712319e-02 -0.0114188061
#> 201 48 t7 t7 FALSE -4.120355e-03 0.5459287221
#> 202 48 t8 t8 FALSE 9.812466e-02 0.7364271478
#> 203 48 t9 t9 FALSE 7.524665e-02 0.8093439020
#> 204 49 t1 t1 FALSE -6.548632e-02 -1.1229156432
#> 205 49 t2 t2 FALSE 6.123858e-02 2.0349632461
#> 206 49 t3 t3 FALSE -5.624297e-02 -1.5149340214
#> 207 49 t4 t4 FALSE 3.493952e-02 0.2560920412
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#> 1734 100 t55 t55 FALSE -6.526028e-02 -1.5258821516
#> 1735 100 t56 t56 FALSE 8.103336e-03 -1.5705392871
#> 1736 100 t57 t57 FALSE 5.022752e-02 0.2806119971
#> 1737 100 t58 t58 TRUE 9.532369e-02 -0.7778837766
#> 1738 100 t75 t58 TRUE 9.532369e-02 -0.7778837766
#> 1739 100 t59 t59 FALSE 3.816381e-02 -1.0742523741
#> 1740 100 t60 t60 FALSE 5.687214e-02 0.3873002871
#> 1741 100 t61 t61 FALSE 4.395773e-02 0.9543797989
#> 1742 100 t62 t62 FALSE 1.733114e-01 1.0980824542
#> 1743 100 t63 t63 FALSE -9.878986e-02 -0.4154203145
#> 1744 100 t64 t64 FALSE 1.900325e-01 1.6744721699
#> 1745 100 t65 t65 FALSE 2.733197e-01 2.7531760605
#> 1746 100 t66 t66 FALSE -4.496861e-02 -1.2777438315
#> 1747 100 t67 t67 FALSE -2.710101e-01 -2.6998125744
#> 1748 100 t68 t68 FALSE 2.601321e-02 -1.1223357149
#> 1749 100 t69 t69 FALSE 9.947091e-02 -0.5586165617
#> 1750 100 t70 t70 FALSE 1.846422e-01 1.1979597725
#> 1751 100 t71 t71 FALSE -8.168889e-02 -3.3709917718
#> 1752 100 t72 t72 FALSE -2.515476e-02 0.7077698630
#> 1753 100 t73 t73 FALSE -4.476707e-02 -1.5032904136
#> 1754 100 t74 t74 FALSE 2.017107e-01 2.3161820447
#> 1755 101 t1 t1 FALSE -2.061530e-01 -1.9262160581
#> 1756 101 t2 t2 FALSE 9.871903e-02 0.5245389272
#> 1757 101 t3 t3 FALSE -7.612107e-02 -1.3276476206
#> 1758 101 t4 t4 FALSE 1.041736e-02 -0.1686898193
#> 1759 101 t5 t5 FALSE 5.647721e-02 0.6713135459
#> 1760 101 t6 t6 FALSE 1.272426e-01 0.7836669736
#> 1761 101 t7 t7 FALSE 2.441982e-01 1.4533826004
#> 1762 101 t8 t8 FALSE -1.554266e-01 -0.6506398165
#> 1763 101 t9 t9 FALSE 9.487851e-02 1.5623941634
#> 1764 101 t10 t10 FALSE -1.400167e-01 -3.2576470144
#> 1765 101 t11 t11 FALSE 1.122995e-01 0.3087138796
#> 1766 101 t12 t12 FALSE -2.781672e-01 -1.3063895351
#> 1767 101 t13 t13 FALSE -2.949885e-02 -1.5719868304
#> 1768 101 t14 t14 FALSE 3.598438e-02 0.0505711514
#> 1769 101 t15 t15 FALSE -1.474052e-01 -1.1381733905
#> 1770 101 t16 t16 FALSE -2.518035e-01 0.3490322381
#> 1771 101 t17 t17 FALSE 3.035251e-02 -0.4434967546
#> 1772 101 t18 t18 FALSE -2.006585e-01 -0.6294753416
#> 1773 101 t19 t19 FALSE -1.332338e-01 0.1008574225
#> 1774 101 t20 t20 TRUE 1.739273e-01 1.9626398921
#> 1775 101 t76 t20 TRUE 1.739273e-01 1.9626398921
#> 1776 101 t21 t21 FALSE -1.528616e-01 -1.9382493600
#> 1777 101 t22 t22 FALSE 1.327961e-01 2.2411744260
#> 1778 101 t23 t23 FALSE 9.262713e-02 0.1025466466
#> 1779 101 t24 t24 FALSE -3.663064e-02 -1.4688384396
#> 1780 101 t25 t25 TRUE -1.536453e-01 -1.5282562288
#> 1781 101 t77 t25 TRUE -1.536453e-01 -1.5282562288
#> 1782 101 t26 t26 FALSE -8.919708e-02 0.2193544372
#> 1783 101 t27 t27 FALSE -2.675453e-01 -0.9647666754
#> 1784 101 t28 t28 FALSE 3.311920e-01 2.0487049104
#> 1785 101 t29 t29 FALSE -1.342016e-01 -1.7316048889
#> 1786 101 t30 t30 FALSE 1.038162e-01 0.0345702216
#> 1787 101 t31 t31 FALSE 2.043671e-01 1.3888187662
#> 1788 101 t32 t32 FALSE -3.859414e-02 -0.1808019644
#> 1789 101 t33 t33 FALSE -1.095843e-01 -1.1447242268
#> 1790 101 t34 t34 FALSE 1.682261e-01 1.5451625074
#> 1791 101 t35 t35 FALSE -3.889711e-02 0.9809780347
#> 1792 101 t36 t36 FALSE 1.073947e-01 0.8813516912
#> 1793 101 t37 t37 FALSE 2.433081e-01 2.6299732052
#> 1794 101 t38 t38 FALSE -2.375755e-01 -2.9060755105
#> 1795 101 t39 t39 FALSE -1.470069e-01 -2.7731445577
#> 1796 101 t40 t40 FALSE -1.340698e-01 -0.7583986208
#> 1797 101 t41 t41 FALSE -1.203672e-01 -0.0314827462
#> 1798 101 t42 t42 FALSE 8.974861e-03 0.0972394540
#> 1799 101 t43 t43 FALSE 1.151999e-02 -1.5332217707
#> 1800 101 t44 t44 FALSE 6.231132e-02 0.1403679565
#> 1801 101 t45 t45 FALSE 1.359127e-01 0.2961317635
#> 1802 101 t46 t46 FALSE 2.311720e-01 2.0998663331
#> 1803 101 t47 t47 FALSE -1.918534e-01 -1.4568116711
#> 1804 101 t48 t48 FALSE -3.109355e-01 -1.4020125328
#> 1805 101 t49 t49 FALSE 2.784764e-02 1.4198388533
#> 1806 101 t50 t50 FALSE 3.205132e-02 -0.6431795520
#> 1807 101 t51 t51 FALSE -3.901719e-02 -1.9635260677
#> 1808 101 t52 t52 FALSE 1.195305e-01 1.3696647721
#> 1809 101 t53 t53 FALSE 4.113599e-02 2.4676995155
#> 1810 101 t54 t54 FALSE -3.337832e-02 0.5818187815
#> 1811 101 t55 t55 FALSE -2.913199e-02 -1.5413909818
#> 1812 101 t56 t56 FALSE 2.065143e-02 -1.5087022491
#> 1813 101 t57 t57 FALSE 7.510793e-02 0.2526797537
#> 1814 101 t58 t58 FALSE 7.068109e-02 -0.7235723253
#> 1815 101 t59 t59 FALSE -4.317453e-02 -0.9338868769
#> 1816 101 t60 t60 FALSE 1.682442e-01 0.4975873876
#> 1817 101 t61 t61 FALSE -4.333455e-02 0.9871377146
#> 1818 101 t62 t62 FALSE 1.713876e-01 1.0804988816
#> 1819 101 t63 t63 FALSE -8.593023e-02 -0.5011258307
#> 1820 101 t64 t64 FALSE 1.139733e-01 1.7247509424
#> 1821 101 t65 t65 FALSE 2.812614e-01 2.8839529181
#> 1822 101 t66 t66 FALSE 4.656404e-02 -1.1971091741
#> 1823 101 t67 t67 FALSE -2.562840e-01 -2.7360696347
#> 1824 101 t68 t68 FALSE -6.487310e-03 -1.0889119971
#> 1825 101 t69 t69 FALSE 7.104134e-02 -0.5358521110
#> 1826 101 t70 t70 FALSE 1.076127e-01 1.2051666269
#> 1827 101 t71 t71 FALSE -8.620713e-02 -3.2410247406
#> 1828 101 t72 t72 FALSE -2.028786e-02 0.6617142736
#> 1829 101 t73 t73 FALSE -4.246780e-02 -1.4865195330
#> 1830 101 t74 t74 FALSE 2.565404e-01 2.4179123949
#> 1831 101 t75 t75 FALSE 7.747119e-02 -0.6751672679
#> 1832 102 t1 t1 TRUE -2.342991e-01 -2.0138614322
#> 1833 102 t78 t1 TRUE -2.342991e-01 -2.0138614322
#> 1834 102 t2 t2 FALSE 5.400966e-02 0.6097838843
#> 1835 102 t3 t3 FALSE -8.463881e-02 -1.3525486913
#> 1836 102 t4 t4 FALSE 4.361364e-02 -0.2216030058
#> 1837 102 t5 t5 FALSE 2.853861e-03 0.7587497387
#> 1838 102 t6 t6 FALSE 1.352478e-01 0.8132153141
#> 1839 102 t7 t7 FALSE 2.424957e-01 1.4890007677
#> 1840 102 t8 t8 FALSE -1.011880e-01 -0.6869776650
#> 1841 102 t9 t9 FALSE 2.064943e-01 1.5851488857
#> 1842 102 t10 t10 FALSE -1.133698e-01 -3.1700405252
#> 1843 102 t11 t11 FALSE 5.571951e-02 0.3454652182
#> 1844 102 t12 t12 FALSE -2.985113e-01 -1.4164261673
#> 1845 102 t13 t13 FALSE -2.463198e-02 -1.4851119677
#> 1846 102 t14 t14 FALSE 1.162180e-02 0.0680808760
#> 1847 102 t15 t15 FALSE -9.447549e-02 -1.2420073487
#> 1848 102 t16 t16 FALSE -1.352114e-01 0.1447588374
#> 1849 102 t17 t17 TRUE 2.669283e-02 -0.3921323434
#> 1850 102 t79 t17 TRUE 2.669283e-02 -0.3921323434
#> 1851 102 t18 t18 FALSE -1.273697e-01 -0.7511084767
#> 1852 102 t19 t19 TRUE -6.464539e-02 0.0123615481
#> 1853 102 t80 t19 TRUE -6.464539e-02 0.0123615481
#> 1854 102 t20 t20 FALSE 2.775720e-01 2.0383007947
#> 1855 102 t21 t21 FALSE -1.301869e-01 -1.9527289010
#> 1856 102 t22 t22 FALSE 2.595523e-02 2.1802126763
#> 1857 102 t23 t23 FALSE 6.934028e-03 0.1946878029
#> 1858 102 t24 t24 FALSE 1.901025e-02 -1.3987402504
#> 1859 102 t25 t25 FALSE -1.464216e-01 -1.5557058550
#> 1860 102 t26 t26 FALSE -1.469929e-01 0.1705498296
#> 1861 102 t27 t27 FALSE -1.916257e-01 -1.1639626142
#> 1862 102 t28 t28 TRUE 2.637544e-01 2.2076888000
#> 1863 102 t81 t28 TRUE 2.637544e-01 2.2076888000
#> 1864 102 t29 t29 FALSE -1.250973e-01 -1.6752668117
#> 1865 102 t30 t30 FALSE 5.786310e-02 0.2106279025
#> 1866 102 t31 t31 FALSE 2.040153e-01 1.5104458673
#> 1867 102 t32 t32 FALSE 8.329899e-03 -0.2376380112
#> 1868 102 t33 t33 FALSE -1.989216e-01 -1.1421268721
#> 1869 102 t34 t34 FALSE 1.424132e-01 1.5980258294
#> 1870 102 t35 t35 FALSE -4.208218e-02 0.9124633816
#> 1871 102 t36 t36 FALSE 5.802647e-02 0.8506275152
#> 1872 102 t37 t37 FALSE 2.475462e-01 2.7383436069
#> 1873 102 t38 t38 FALSE -1.920094e-01 -2.9211400453
#> 1874 102 t39 t39 FALSE -1.986046e-01 -2.7188096986
#> 1875 102 t40 t40 FALSE -1.128913e-01 -0.8111517061
#> 1876 102 t41 t41 FALSE -8.873816e-02 -0.0872180798
#> 1877 102 t42 t42 FALSE 1.097112e-02 0.0869075258
#> 1878 102 t43 t43 FALSE 7.848091e-02 -1.4601709402
#> 1879 102 t44 t44 FALSE 9.856537e-02 0.2716409147
#> 1880 102 t45 t45 FALSE 7.093873e-02 0.4626535084
#> 1881 102 t46 t46 FALSE 2.137490e-01 2.2169098431
#> 1882 102 t47 t47 FALSE -1.758598e-01 -1.4846271859
#> 1883 102 t48 t48 FALSE -2.444154e-01 -1.6964964340
#> 1884 102 t49 t49 FALSE 1.588887e-02 1.3694884640
#> 1885 102 t50 t50 FALSE 6.749641e-02 -0.5807103905
#> 1886 102 t51 t51 TRUE -4.817933e-02 -1.8229644107
#> 1887 102 t82 t51 TRUE -4.817933e-02 -1.8229644107
#> 1888 102 t52 t52 FALSE 1.195411e-01 1.4105651267
#> 1889 102 t53 t53 FALSE 8.444364e-02 2.3988938264
#> 1890 102 t54 t54 FALSE -6.883747e-02 0.4051215854
#> 1891 102 t55 t55 FALSE -3.821021e-02 -1.5229357880
#> 1892 102 t56 t56 FALSE -1.740605e-02 -1.4149637683
#> 1893 102 t57 t57 FALSE 7.984491e-02 0.2610958959
#> 1894 102 t58 t58 FALSE -9.896933e-03 -0.7014733369
#> 1895 102 t59 t59 TRUE 6.413591e-03 -0.8284127194
#> 1896 102 t83 t59 TRUE 6.413591e-03 -0.8284127194
#> 1897 102 t60 t60 FALSE 2.335385e-01 0.5914446886
#> 1898 102 t61 t61 FALSE -4.130469e-02 0.9042930574
#> 1899 102 t62 t62 FALSE 1.031195e-01 1.1921049017
#> 1900 102 t63 t63 FALSE -6.956524e-02 -0.5514288797
#> 1901 102 t64 t64 FALSE 1.520140e-01 1.8559827860
#> 1902 102 t65 t65 FALSE 2.308051e-01 3.0069003749
#> 1903 102 t66 t66 FALSE -1.742086e-02 -1.0573366589
#> 1904 102 t67 t67 FALSE -1.980759e-01 -2.7864410253
#> 1905 102 t68 t68 FALSE 4.514231e-02 -0.9789904332
#> 1906 102 t69 t69 FALSE 1.131462e-01 -0.4776405157
#> 1907 102 t70 t70 FALSE 1.244808e-02 1.2266122646
#> 1908 102 t71 t71 FALSE -1.034682e-01 -3.1633405130
#> 1909 102 t72 t72 FALSE 1.499847e-02 0.5843675000
#> 1910 102 t73 t73 FALSE -7.131494e-02 -1.4388543811
#> 1911 102 t74 t74 FALSE 2.282133e-01 2.5431652970
#> 1912 102 t75 t75 FALSE 6.181962e-02 -0.5568587150
#> 1913 102 t76 t76 FALSE 2.453158e-01 1.9584664273
#> 1914 102 t77 t77 FALSE -2.103535e-01 -1.5420757879
#> 1915 103 t1 t1 FALSE -2.300461e-01 -2.1240043778
#> 1916 103 t2 t2 FALSE 6.857291e-02 0.6656005427
#> 1917 103 t3 t3 FALSE -5.383975e-02 -1.2945648783
#> 1918 103 t4 t4 FALSE 2.742853e-02 -0.1997666206
#> 1919 103 t5 t5 FALSE 6.268995e-02 0.7564255729
#> 1920 103 t6 t6 FALSE 1.022602e-01 0.8628128194
#> 1921 103 t7 t7 FALSE 2.585105e-01 1.6151073145
#> 1922 103 t8 t8 FALSE -5.149267e-02 -0.7820085469
#> 1923 103 t9 t9 FALSE 2.763638e-01 1.6279973224
#> 1924 103 t10 t10 FALSE -9.886327e-02 -3.1080169571
#> 1925 103 t11 t11 FALSE 2.314594e-02 0.3580031864
#> 1926 103 t12 t12 FALSE -2.330251e-01 -1.5763779745
#> 1927 103 t13 t13 FALSE -1.636231e-01 -1.4362258036
#> 1928 103 t14 t14 FALSE 1.244268e-02 0.0733102195
#> 1929 103 t15 t15 FALSE -4.968197e-02 -1.1987173534
#> 1930 103 t16 t16 FALSE -1.354728e-01 0.0272089523
#> 1931 103 t17 t17 FALSE -4.462587e-03 -0.3302355213
#> 1932 103 t18 t18 FALSE -9.614374e-02 -0.6781184829
#> 1933 103 t19 t19 FALSE -3.962499e-02 -0.0484569553
#> 1934 103 t20 t20 FALSE 2.310685e-01 2.1239734856
#> 1935 103 t21 t21 FALSE -1.548846e-01 -1.9677133003
#> 1936 103 t22 t22 FALSE 5.025727e-02 2.2020359688
#> 1937 103 t23 t23 FALSE 2.872560e-03 0.2788258207
#> 1938 103 t24 t24 FALSE 1.973801e-02 -1.3218966878
#> 1939 103 t25 t25 FALSE -2.182658e-01 -1.5541355218
#> 1940 103 t26 t26 FALSE -1.487339e-01 0.0590288382
#> 1941 103 t27 t27 FALSE -1.305035e-01 -1.2202979704
#> 1942 103 t28 t28 FALSE 2.325652e-01 2.3462590149
#> 1943 103 t29 t29 FALSE -5.183331e-02 -1.7534830774
#> 1944 103 t30 t30 FALSE 4.289816e-02 0.2740309341
#> 1945 103 t31 t31 FALSE 2.021422e-01 1.6318288453
#> 1946 103 t32 t32 FALSE 5.571934e-02 -0.2488935552
#> 1947 103 t33 t33 FALSE -1.961004e-01 -1.2744428343
#> 1948 103 t34 t34 FALSE 1.830904e-01 1.7350966407
#> 1949 103 t35 t35 FALSE -8.511922e-02 0.8339707194
#> 1950 103 t36 t36 FALSE 1.849263e-02 0.8457301774
#> 1951 103 t37 t37 FALSE 2.163142e-01 2.8120338543
#> 1952 103 t38 t38 FALSE -2.282234e-01 -2.8631127092
#> 1953 103 t39 t39 FALSE -2.136579e-01 -2.6731183177
#> 1954 103 t40 t40 FALSE -1.282621e-01 -0.8733657862
#> 1955 103 t41 t41 FALSE -7.895000e-02 -0.2051429784
#> 1956 103 t42 t42 FALSE 2.054396e-02 0.1156162036
#> 1957 103 t43 t43 FALSE 2.988186e-02 -1.3390281826
#> 1958 103 t44 t44 FALSE 7.993751e-02 0.2416357137
#> 1959 103 t45 t45 FALSE 1.126714e-01 0.4908401209
#> 1960 103 t46 t46 FALSE 2.185919e-01 2.1776503755
#> 1961 103 t47 t47 FALSE -8.107804e-02 -1.5669864825
#> 1962 103 t48 t48 FALSE -1.827992e-01 -1.7487668638
#> 1963 103 t49 t49 FALSE 4.241620e-02 1.2990313100
#> 1964 103 t50 t50 FALSE -5.459891e-02 -0.4843073824
#> 1965 103 t51 t51 FALSE -5.159681e-02 -1.7252277338
#> 1966 103 t52 t52 FALSE 9.192626e-02 1.3882338810
#> 1967 103 t53 t53 FALSE 1.236097e-01 2.2909646845
#> 1968 103 t54 t54 FALSE -2.709239e-02 0.3046756344
#> 1969 103 t55 t55 FALSE 1.588466e-02 -1.4971876095
#> 1970 103 t56 t56 FALSE 6.315620e-03 -1.3312422483
#> 1971 103 t57 t57 TRUE 2.271826e-02 0.3216966186
#> 1972 103 t84 t57 TRUE 2.271826e-02 0.3216966186
#> 1973 103 t58 t58 FALSE 2.307853e-02 -0.7096219299
#> 1974 103 t59 t59 FALSE 1.534901e-02 -0.8227089548
#> 1975 103 t60 t60 FALSE 2.112523e-01 0.8017042952
#> 1976 103 t61 t61 FALSE -4.421333e-02 0.8278880711
#> 1977 103 t62 t62 FALSE 8.472626e-02 1.2133991611
#> 1978 103 t63 t63 FALSE -6.888349e-02 -0.5983177962
#> 1979 103 t64 t64 FALSE 1.194532e-01 1.8767903259
#> 1980 103 t65 t65 FALSE 2.540012e-01 3.0945863612
#> 1981 103 t66 t66 FALSE -6.708427e-02 -1.0014937283
#> 1982 103 t67 t67 FALSE -2.254876e-01 -2.7813903776
#> 1983 103 t68 t68 FALSE 1.104234e-01 -0.8849824104
#> 1984 103 t69 t69 FALSE 7.024091e-02 -0.3717438611
#> 1985 103 t70 t70 FALSE -8.665460e-02 1.1555193099
#> 1986 103 t71 t71 FALSE -1.114793e-01 -3.0734596785
#> 1987 103 t72 t72 FALSE 6.442566e-02 0.6171362982
#> 1988 103 t73 t73 TRUE -1.367027e-01 -1.5098531629
#> 1989 103 t85 t73 TRUE -1.367027e-01 -1.5098531629
#> 1990 103 t74 t74 FALSE 2.692914e-01 2.5977720749
#> 1991 103 t75 t75 FALSE 1.664062e-01 -0.4897127573
#> 1992 103 t76 t76 FALSE 3.246329e-01 2.0632115383
#> 1993 103 t77 t77 FALSE -2.030929e-01 -1.6399263263
#> 1994 103 t78 t78 FALSE -2.045061e-01 -2.0733610208
#> 1995 103 t79 t79 TRUE 1.462667e-03 -0.3360787931
#> 1996 103 t86 t79 TRUE 1.462667e-03 -0.3360787931
#> 1997 103 t80 t80 FALSE -6.715879e-02 -0.1232527842
#> 1998 103 t81 t81 FALSE 3.397172e-01 2.3352147020
#> 1999 103 t82 t82 FALSE 3.738798e-02 -1.7539067766
#> 2000 103 t83 t83 FALSE 3.046951e-02 -0.7729415379
#> 2001 104 t1 t1 FALSE -1.690431e-01 -2.1990269109
#> 2002 104 t2 t2 FALSE 8.426027e-02 0.6243957263
#> 2003 104 t3 t3 FALSE -1.131380e-01 -1.2631833648
#> 2004 104 t4 t4 FALSE 4.881540e-02 -0.1200441663
#> 2005 104 t5 t5 FALSE 1.541096e-02 0.7461002566
#> 2006 104 t6 t6 FALSE 3.736860e-02 0.9010292859
#> 2007 104 t7 t7 FALSE 2.353543e-01 1.8019765497
#> 2008 104 t8 t8 FALSE 5.393364e-02 -0.8040181676
#> 2009 104 t9 t9 FALSE 2.300327e-01 1.7872275571
#> 2010 104 t10 t10 FALSE 2.901059e-02 -2.9816290746
#> 2011 104 t11 t11 FALSE 8.813516e-02 0.4522476749
#> 2012 104 t12 t12 FALSE -2.441469e-01 -1.7274654957
#> 2013 104 t13 t13 TRUE -1.486783e-01 -1.5601502238
#> 2014 104 t87 t13 TRUE -1.486783e-01 -1.5601502238
#> 2015 104 t14 t14 FALSE 2.652738e-02 0.1984424361
#> 2016 104 t15 t15 FALSE -3.552588e-02 -1.2302751941
#> 2017 104 t16 t16 FALSE -1.374370e-01 -0.1833681148
#> 2018 104 t17 t17 FALSE -6.094797e-02 -0.3885715479
#> 2019 104 t18 t18 FALSE -1.524897e-01 -0.7766942322
#> 2020 104 t19 t19 FALSE -8.734978e-02 -0.1015580752
#> 2021 104 t20 t20 FALSE 2.705750e-01 2.2026938446
#> 2022 104 t21 t21 FALSE -4.019276e-02 -1.8502478816
#> 2023 104 t22 t22 TRUE 1.348278e-01 2.0843478718
#> 2024 104 t88 t22 TRUE 1.348278e-01 2.0843478718
#> 2025 104 t23 t23 FALSE 1.857033e-02 0.1912997605
#> 2026 104 t24 t24 FALSE 2.225407e-02 -1.2203912151
#> 2027 104 t25 t25 FALSE -2.658071e-01 -1.7040889863
#> 2028 104 t26 t26 FALSE -1.666279e-01 -0.0405529078
#> 2029 104 t27 t27 FALSE -6.922274e-02 -1.1717557882
#> 2030 104 t28 t28 FALSE 2.626398e-01 2.2862472348
#> 2031 104 t29 t29 FALSE -8.137498e-02 -1.7701187985
#> 2032 104 t30 t30 FALSE 3.217462e-02 0.3214347056
#> 2033 104 t31 t31 FALSE 2.028551e-01 1.6490608506
#> 2034 104 t32 t32 FALSE 7.230343e-02 -0.2220125562
#> 2035 104 t33 t33 FALSE -2.902333e-01 -1.3880283237
#> 2036 104 t34 t34 FALSE 1.177020e-01 1.8229513881
#> 2037 104 t35 t35 FALSE -6.499391e-02 0.7905328342
#> 2038 104 t36 t36 TRUE -3.366009e-02 0.8069407469
#> 2039 104 t89 t36 TRUE -3.366009e-02 0.8069407469
#> 2040 104 t37 t37 FALSE 1.438880e-01 2.7985993261
#> 2041 104 t38 t38 FALSE -1.145722e-01 -2.9045966483
#> 2042 104 t39 t39 FALSE -2.332931e-01 -2.6462686855
#> 2043 104 t40 t40 TRUE -9.376808e-02 -0.8738361382
#> 2044 104 t90 t40 TRUE -9.376808e-02 -0.8738361382
#> 2045 104 t41 t41 FALSE -1.043509e-01 -0.2403550252
#> 2046 104 t42 t42 FALSE 3.194794e-02 0.0819974915
#> 2047 104 t43 t43 FALSE 8.517447e-02 -1.1715875997
#> 2048 104 t44 t44 FALSE 7.832049e-02 0.3186081320
#> 2049 104 t45 t45 FALSE 2.075853e-01 0.5128752422
#> 2050 104 t46 t46 FALSE 2.368137e-01 2.2574656041
#> 2051 104 t47 t47 FALSE -8.679986e-02 -1.5056659356
#> 2052 104 t48 t48 FALSE -1.349915e-01 -1.7558337091
#> 2053 104 t49 t49 FALSE -4.007303e-02 1.2928683651
#> 2054 104 t50 t50 FALSE -6.903953e-02 -0.4966899342
#> 2055 104 t51 t51 FALSE -5.235037e-02 -1.7368497564
#> 2056 104 t52 t52 FALSE 7.713266e-02 1.4398585572
#> 2057 104 t53 t53 FALSE 2.460092e-02 2.3774214469
#> 2058 104 t54 t54 FALSE -4.922394e-02 0.3046952922
#> 2059 104 t55 t55 FALSE -5.769917e-03 -1.3685073725
#> 2060 104 t56 t56 FALSE 7.024359e-02 -1.2056089503
#> 2061 104 t57 t57 FALSE 8.328329e-02 0.2913515602
#> 2062 104 t58 t58 FALSE 5.323939e-02 -0.6687566604
#> 2063 104 t59 t59 FALSE 7.514635e-02 -0.8668692871
#> 2064 104 t60 t60 FALSE 2.182866e-01 0.9237992764
#> 2065 104 t61 t61 FALSE 8.968397e-03 0.7225485905
#> 2066 104 t62 t62 FALSE 7.704764e-02 1.2416556898
#> 2067 104 t63 t63 FALSE -9.274591e-02 -0.6262542757
#> 2068 104 t64 t64 FALSE 8.210350e-02 1.9479903333
#> 2069 104 t65 t65 FALSE 1.989021e-01 3.0900516161
#> 2070 104 t66 t66 FALSE -7.378706e-02 -0.9695598565
#> 2071 104 t67 t67 FALSE -1.693438e-01 -2.8455801936
#> 2072 104 t68 t68 FALSE 8.433485e-02 -0.7610843674
#> 2073 104 t69 t69 FALSE 1.198606e-01 -0.3169492415
#> 2074 104 t70 t70 FALSE -1.084599e-01 1.0931465107
#> 2075 104 t71 t71 TRUE -1.213539e-01 -3.0034107633
#> 2076 104 t91 t71 TRUE -1.213539e-01 -3.0034107633
#> 2077 104 t72 t72 FALSE 8.147997e-02 0.6238979065
#> 2078 104 t73 t73 FALSE -9.831331e-02 -1.5804971984
#> 2079 104 t74 t74 FALSE 2.837016e-01 2.7313893724
#> 2080 104 t75 t75 FALSE 1.602389e-01 -0.3944389303
#> 2081 104 t76 t76 TRUE 3.108729e-01 2.2509442085
#> 2082 104 t92 t76 TRUE 3.108729e-01 2.2509442085
#> 2083 104 t77 t77 FALSE -2.100506e-01 -1.7246453474
#> 2084 104 t78 t78 FALSE -1.497874e-01 -2.1033040466
#> 2085 104 t79 t79 FALSE 6.047043e-03 -0.2938814166
#> 2086 104 t80 t80 FALSE -8.037033e-02 -0.1356380462
#> 2087 104 t81 t81 FALSE 3.084997e-01 2.4877272533
#> 2088 104 t82 t82 FALSE -6.176280e-03 -1.6593835121
#> 2089 104 t83 t83 FALSE -2.372929e-02 -0.7043315338
#> 2090 104 t84 t84 FALSE 3.748572e-02 0.3250801735
#> 2091 104 t85 t85 FALSE -1.758791e-01 -1.5449935684
#> 2092 104 t86 t86 FALSE 2.698817e-02 -0.2407265884
#> 2093 105 t1 t1 FALSE -1.169283e-01 -2.1392045123
#> 2094 105 t2 t2 FALSE 1.421039e-01 0.6690182430
#> 2095 105 t3 t3 FALSE -1.472948e-01 -1.2819755350
#> 2096 105 t4 t4 FALSE 4.707920e-02 -0.0891211616
#> 2097 105 t5 t5 FALSE -2.005157e-02 0.8301573189
#> 2098 105 t6 t6 FALSE 2.755752e-02 0.9086654943
#> 2099 105 t7 t7 FALSE 1.489749e-01 1.9889373151
#> 2100 105 t8 t8 FALSE 2.920411e-02 -0.7033505312
#> 2101 105 t9 t9 TRUE 2.628016e-01 1.7981166928
#> 2102 105 t93 t9 TRUE 2.628016e-01 1.7981166928
#> 2103 105 t10 t10 FALSE 5.861398e-02 -2.8099521205
#> 2104 105 t11 t11 FALSE 4.696955e-02 0.3404413677
#> 2105 105 t12 t12 FALSE -2.311697e-01 -1.8116502927
#> 2106 105 t13 t13 FALSE -1.470471e-01 -1.6297382705
#> 2107 105 t14 t14 FALSE 5.768192e-02 0.2221247994
#> 2108 105 t15 t15 FALSE 4.817359e-02 -1.1596635215
#> 2109 105 t16 t16 FALSE -1.858207e-01 -0.3586651536
#> 2110 105 t17 t17 FALSE -1.278093e-01 -0.3227810999
#> 2111 105 t18 t18 FALSE -9.947034e-02 -0.8370511089
#> 2112 105 t19 t19 FALSE -8.996891e-02 -0.0518619219
#> 2113 105 t20 t20 TRUE 2.003175e-01 2.3527718922
#> 2114 105 t94 t20 TRUE 2.003175e-01 2.3527718922
#> 2115 105 t21 t21 FALSE -8.663216e-02 -1.8007901049
#> 2116 105 t22 t22 FALSE 1.481696e-01 2.0703152463
#> 2117 105 t23 t23 FALSE -4.403236e-02 0.1699565050
#> 2118 105 t24 t24 FALSE 6.309632e-03 -1.1458799049
#> 2119 105 t25 t25 FALSE -3.188082e-01 -1.8626799835
#> 2120 105 t26 t26 FALSE -1.399755e-01 -0.0983866042
#> 2121 105 t27 t27 FALSE -5.298794e-02 -1.2410621851
#> 2122 105 t28 t28 FALSE 2.737397e-01 2.3558337733
#> 2123 105 t29 t29 FALSE -1.147816e-02 -1.7649691254
#> 2124 105 t30 t30 FALSE 7.278535e-02 0.2519064048
#> 2125 105 t31 t31 FALSE 1.958417e-01 1.7985373373
#> 2126 105 t32 t32 TRUE 1.011327e-01 -0.2063051354
#> 2127 105 t95 t32 TRUE 1.011327e-01 -0.2063051354
#> 2128 105 t33 t33 FALSE -2.869070e-01 -1.5789154312
#> 2129 105 t34 t34 FALSE 2.661616e-01 1.8423637517
#> 2130 105 t35 t35 FALSE 4.667144e-02 0.6800108830
#> 2131 105 t36 t36 FALSE 5.742327e-03 0.6665343519
#> 2132 105 t37 t37 FALSE 8.442133e-02 2.7798112698
#> 2133 105 t38 t38 FALSE -8.470477e-02 -2.7669990818
#> 2134 105 t39 t39 FALSE -2.653358e-01 -2.7527833963
#> 2135 105 t40 t40 FALSE -8.510808e-02 -0.8878462599
#> 2136 105 t41 t41 FALSE -8.605082e-02 -0.2853648504
#> 2137 105 t42 t42 TRUE 1.078923e-02 0.1459433066
#> 2138 105 t96 t42 TRUE 1.078923e-02 0.1459433066
#> 2139 105 t43 t43 FALSE -3.447418e-02 -1.0382411041
#> 2140 105 t44 t44 FALSE 4.523058e-02 0.2895605272
#> 2141 105 t45 t45 FALSE 1.701917e-01 0.7373135325
#> 2142 105 t46 t46 FALSE 1.386292e-01 2.3517840429
#> 2143 105 t47 t47 FALSE -1.112332e-01 -1.4406745706
#> 2144 105 t48 t48 FALSE -1.588106e-01 -1.8252350413
#> 2145 105 t49 t49 FALSE 1.627734e-02 1.1133219170
#> 2146 105 t50 t50 FALSE -3.973727e-02 -0.5615639332
#> 2147 105 t51 t51 FALSE -7.324792e-03 -1.7273748810
#> 2148 105 t52 t52 FALSE 1.373492e-01 1.4135985070
#> 2149 105 t53 t53 FALSE 7.591499e-02 2.2724075136
#> 2150 105 t54 t54 FALSE -5.411307e-02 0.2595666130
#> 2151 105 t55 t55 FALSE -4.609429e-02 -1.3479723996
#> 2152 105 t56 t56 FALSE -1.459413e-02 -1.0621953224
#> 2153 105 t57 t57 FALSE 1.044514e-01 0.3854898711
#> 2154 105 t58 t58 FALSE 7.819138e-02 -0.6359248174
#> 2155 105 t59 t59 FALSE 9.230436e-03 -0.7486652297
#> 2156 105 t60 t60 FALSE 2.051143e-01 1.0419564657
#> 2157 105 t61 t61 FALSE -7.973415e-02 0.6939308360
#> 2158 105 t62 t62 FALSE 2.514063e-02 1.2113172654
#> 2159 105 t63 t63 TRUE -1.011814e-01 -0.5832193462
#> 2160 105 t97 t63 TRUE -1.011814e-01 -0.5832193462
#> 2161 105 t64 t64 FALSE 6.466324e-02 1.8816503241
#> 2162 105 t65 t65 FALSE 8.451343e-02 3.0160418150
#> 2163 105 t66 t66 FALSE -7.346648e-02 -0.9520914844
#> 2164 105 t67 t67 FALSE -1.441108e-01 -2.8384845179
#> 2165 105 t68 t68 FALSE 5.430214e-02 -0.6529894582
#> 2166 105 t69 t69 FALSE 1.188670e-01 -0.1724570946
#> 2167 105 t70 t70 FALSE -2.337768e-01 1.0269923297
#> 2168 105 t71 t71 FALSE -1.581564e-01 -2.9660608738
#> 2169 105 t72 t72 FALSE 9.506767e-02 0.6860447159
#> 2170 105 t73 t73 FALSE -4.180208e-02 -1.5457084324
#> 2171 105 t74 t74 TRUE 2.434633e-01 2.8923085291
#> 2172 105 t98 t74 TRUE 2.434633e-01 2.8923085291
#> 2173 105 t75 t75 FALSE 1.509773e-01 -0.2418546302
#> 2174 105 t76 t76 FALSE 3.153771e-01 2.3409477952
#> 2175 105 t77 t77 FALSE -2.169256e-01 -1.9317548558
#> 2176 105 t78 t78 FALSE -2.353152e-01 -2.0831841736
#> 2177 105 t79 t79 TRUE 1.367792e-02 -0.3109150352
#> 2178 105 t99 t79 TRUE 1.367792e-02 -0.3109150352
#> 2179 105 t80 t80 FALSE -4.359770e-02 -0.2179285418
#> 2180 105 t81 t81 FALSE 3.041245e-01 2.6670865595
#> 2181 105 t82 t82 FALSE 7.856423e-02 -1.5580666759
#> 2182 105 t83 t83 FALSE -5.612049e-02 -0.7338558558
#> 2183 105 t84 t84 FALSE 5.406513e-02 0.3040713758
#> 2184 105 t85 t85 FALSE -1.604821e-01 -1.5869284020
#> 2185 105 t86 t86 TRUE -1.050877e-02 -0.1942216066
#> 2186 105 t100 t86 TRUE -1.050877e-02 -0.1942216066
#> 2187 105 t87 t87 FALSE -6.215837e-02 -1.5880660003
#> 2188 105 t88 t88 FALSE 9.890148e-02 2.0830976705
#> 2189 105 t89 t89 FALSE 4.134331e-02 0.7904566282
#> 2190 105 t90 t90 FALSE -8.542259e-03 -0.9002241020
#> 2191 105 t91 t91 FALSE -1.076547e-01 -2.9886508609
#> 2192 105 t92 t92 FALSE 2.839742e-01 2.2674457082
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 100 internal nodes.
#>
#> Tip labels:
#> t1, t78, t56, t39, t20, t94, ...
#>
#> Rooted; includes branch length(s).
#>
# set intercepts manually
coev_simulate_coevolution(
n, variables, selection_matrix,
drift, prob_split,
intercepts = c("x" = 1, "y" = -1)
)
#> $data
#> species x y
#> 1 t11 19.72641 273.9800
#> 2 t74 17.59579 257.1948
#> 3 t61 18.37614 260.4425
#> 4 t8 17.03677 254.2477
#> 5 t17 19.09060 262.4894
#> 6 t87 18.54480 269.3942
#> 7 t33 18.08247 249.4807
#> 8 t9 19.39228 271.6719
#> 9 t14 18.92754 270.0905
#> 10 t81 18.07387 260.7168
#> 11 t41 18.26631 269.6156
#> 12 t91 16.77009 239.2792
#> 13 t64 17.96856 254.2815
#> 14 t72 17.75707 245.2839
#> 15 t25 17.94513 257.9265
#> 16 t75 17.84541 270.8377
#> 17 t39 18.06429 244.3232
#> 18 t82 16.36265 249.6971
#> 19 t57 17.46519 245.2685
#> 20 t10 19.80772 272.9754
#> 21 t73 16.94734 236.5118
#> 22 t80 18.13867 261.5009
#> 23 t65 16.32579 245.2671
#> 24 t55 17.83378 244.5840
#> 25 t47 18.43525 251.8000
#> 26 t76 18.03251 260.3725
#> 27 t83 18.26160 268.0797
#> 28 t85 15.57301 245.6560
#> 29 t21 18.41918 265.1812
#> 30 t100 16.34199 251.1591
#> 31 t46 17.50477 253.5553
#> 32 t86 17.02143 254.2930
#> 33 t18 18.52313 269.2536
#> 34 t77 16.94622 240.7779
#> 35 t30 18.48785 248.5892
#> 36 t36 19.00515 263.5961
#> 37 t42 18.32655 248.3507
#> 38 t28 19.22952 260.7053
#> 39 t5 19.33581 275.1325
#> 40 t1 18.08350 261.4574
#> 41 t98 18.30875 268.1110
#> 42 t2 19.38349 272.1427
#> 43 t51 17.96110 249.2521
#> 44 t94 17.79346 253.4700
#> 45 t23 16.69002 244.3698
#> 46 t24 18.81478 254.3631
#> 47 t71 15.91955 240.8535
#> 48 t26 18.80362 269.7485
#> 49 t3 18.11048 262.7695
#> 50 t49 17.97098 245.0636
#> 51 t56 18.48851 260.0768
#> 52 t31 19.27949 268.6909
#> 53 t58 17.16904 245.6861
#> 54 t22 19.11504 272.2588
#> 55 t35 17.99838 242.3391
#> 56 t34 17.87698 246.2078
#> 57 t12 19.75424 275.9564
#> 58 t69 18.67114 270.6654
#> 59 t70 17.88901 258.0428
#> 60 t45 19.01955 264.1522
#> 61 t27 19.19222 265.7094
#> 62 t93 16.28313 249.5069
#> 63 t97 18.11048 262.7695
#> 64 t92 17.17008 257.7895
#> 65 t66 18.04311 260.2409
#> 66 t4 19.31010 270.0767
#> 67 t13 18.30875 268.1110
#> 68 t48 18.68721 260.9761
#> 69 t59 17.86368 242.1746
#> 70 t20 17.59148 244.9355
#> 71 t19 17.54025 249.3526
#> 72 t67 17.86928 245.7499
#> 73 t63 17.22994 257.5542
#> 74 t37 19.06191 270.8570
#> 75 t101 17.84541 270.8377
#> 76 t95 15.94495 240.8034
#> 77 t6 17.68182 257.3032
#> 78 t50 18.35983 260.3119
#> 79 t53 18.12748 249.3501
#> 80 t16 18.82676 263.6301
#> 81 t89 18.01830 257.9948
#> 82 t38 17.79664 253.4837
#> 83 t43 16.34199 251.1591
#> 84 t15 19.42967 265.9264
#> 85 t99 16.69002 244.3698
#> 86 t29 19.51446 270.1069
#> 87 t90 17.40851 253.6006
#> 88 t78 17.65070 249.4756
#> 89 t96 15.53621 245.6255
#> 90 t79 18.42246 269.6463
#> 91 t40 17.85901 246.1775
#> 92 t7 17.96861 260.6845
#> 93 t60 18.94238 273.5435
#> 94 t68 18.88103 270.6573
#> 95 t44 18.37464 268.0346
#> 96 t54 16.67710 239.0610
#> 97 t32 19.09425 259.4845
#> 98 t84 17.81927 256.1556
#> 99 t62 16.64437 235.2215
#> 100 t88 18.47603 265.1577
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 0.000000 0.0000000
#> 2 2 t1 t1 FALSE 1.090346 -0.9622262
#> 3 3 t1 t1 FALSE 2.055351 -1.0833950
#> 4 4 t1 t1 FALSE 3.000838 -0.4394703
#> 5 5 t1 t1 FALSE 3.819258 1.0220954
#> 6 6 t1 t1 FALSE 4.604995 3.0146242
#> 7 7 t1 t1 FALSE 5.348370 5.4654187
#> 8 8 t1 t1 FALSE 6.095231 8.3736147
#> 9 9 t1 t1 FALSE 6.752038 11.8873380
#> 10 10 t1 t1 FALSE 7.432387 15.7733791
#> 11 11 t1 t1 FALSE 8.061667 20.0757242
#> 12 12 t1 t1 FALSE 8.640348 24.5253991
#> 13 13 t1 t1 FALSE 9.260540 29.2436480
#> 14 14 t1 t1 TRUE 8.838276 35.1712942
#> 15 14 t2 t1 TRUE 8.838276 35.1712942
#> 16 15 t1 t1 FALSE 9.433569 39.5001234
#> 17 15 t2 t2 FALSE 9.352079 39.5550355
#> 18 16 t1 t1 FALSE 9.941541 44.0306287
#> 19 16 t2 t2 FALSE 9.927508 44.0261400
#> 20 17 t1 t1 TRUE 9.502514 49.7610270
#> 21 17 t3 t1 TRUE 9.502514 49.7610270
#> 22 17 t2 t2 FALSE 10.377461 48.8882900
#> 23 18 t1 t1 FALSE 9.985533 53.8597042
#> 24 18 t2 t2 FALSE 10.846904 53.7178139
#> 25 18 t3 t3 FALSE 9.983826 53.8719219
#> 26 19 t1 t1 TRUE 9.483312 59.1367667
#> 27 19 t4 t1 TRUE 9.483312 59.1367667
#> 28 19 t2 t2 FALSE 11.262220 58.6694314
#> 29 19 t3 t3 FALSE 10.437488 58.1299241
#> 30 20 t1 t1 FALSE 10.013776 62.8110565
#> 31 20 t2 t2 FALSE 11.631821 63.7973396
#> 32 20 t3 t3 FALSE 11.030971 62.5293636
#> 33 20 t4 t4 FALSE 9.963703 62.7096313
#> 34 21 t1 t1 FALSE 10.538937 66.8066758
#> 35 21 t2 t2 FALSE 12.033787 68.9373271
#> 36 21 t3 t3 FALSE 11.418042 67.2550866
#> 37 21 t4 t4 FALSE 10.438250 66.6048189
#> 38 22 t1 t1 FALSE 10.960260 70.9737771
#> 39 22 t2 t2 FALSE 12.499049 74.1867458
#> 40 22 t3 t3 FALSE 11.806894 72.0359935
#> 41 22 t4 t4 FALSE 10.925337 70.6174258
#> 42 23 t1 t1 FALSE 11.317841 75.1340637
#> 43 23 t2 t2 FALSE 12.857843 79.5269360
#> 44 23 t3 t3 FALSE 12.195474 76.8598591
#> 45 23 t4 t4 FALSE 11.437483 74.8436745
#> 46 24 t1 t1 FALSE 11.811845 79.4230954
#> 47 24 t2 t2 FALSE 13.272465 84.8298980
#> 48 24 t3 t3 FALSE 12.645000 81.7914184
#> 49 24 t4 t4 FALSE 11.945150 79.2435934
#> 50 25 t1 t1 FALSE 12.145829 83.8726452
#> 51 25 t2 t2 FALSE 13.502672 90.1392554
#> 52 25 t3 t3 FALSE 12.972435 86.8273010
#> 53 25 t4 t4 FALSE 12.364140 83.9250089
#> 54 26 t1 t1 FALSE 12.630008 88.4215225
#> 55 26 t2 t2 FALSE 13.765767 95.3969982
#> 56 26 t3 t3 FALSE 13.283023 91.8984394
#> 57 26 t4 t4 FALSE 12.670208 88.7306178
#> 58 27 t1 t1 FALSE 13.082492 93.0619074
#> 59 27 t2 t2 FALSE 14.093992 100.5750689
#> 60 27 t3 t3 FALSE 13.633907 96.8859814
#> 61 27 t4 t4 FALSE 13.054033 93.5231825
#> 62 28 t1 t1 FALSE 13.387384 97.7532844
#> 63 28 t2 t2 FALSE 14.319083 105.8350838
#> 64 28 t3 t3 TRUE 12.944023 102.8598163
#> 65 28 t5 t3 TRUE 12.944023 102.8598163
#> 66 28 t4 t4 FALSE 13.406300 98.2795258
#> 67 29 t1 t1 FALSE 13.785732 102.6615215
#> 68 29 t2 t2 FALSE 14.667751 111.0392469
#> 69 29 t3 t3 FALSE 13.253843 107.2110922
#> 70 29 t4 t4 FALSE 13.723538 103.1477440
#> 71 29 t5 t5 FALSE 13.353372 107.0420432
#> 72 30 t1 t1 FALSE 14.123266 107.6448792
#> 73 30 t2 t2 FALSE 14.868522 116.2865848
#> 74 30 t3 t3 TRUE 12.599050 112.5241208
#> 75 30 t6 t3 TRUE 12.599050 112.5241208
#> 76 30 t4 t4 FALSE 13.941407 107.9862874
#> 77 30 t5 t5 FALSE 13.696315 111.4241044
#> 78 31 t1 t1 FALSE 14.424675 112.4648005
#> 79 31 t2 t2 FALSE 15.063717 121.4043372
#> 80 31 t3 t3 FALSE 13.039207 116.0355893
#> 81 31 t4 t4 TRUE 13.294121 113.7418617
#> 82 31 t7 t4 TRUE 13.294121 113.7418617
#> 83 31 t5 t5 FALSE 13.981162 115.8974826
#> 84 31 t6 t6 FALSE 12.986855 115.8938539
#> 85 32 t1 t1 FALSE 14.706735 117.3877435
#> 86 32 t2 t2 FALSE 15.314434 126.4510026
#> 87 32 t3 t3 FALSE 13.386180 119.7362262
#> 88 32 t4 t4 FALSE 13.632657 117.6821914
#> 89 32 t5 t5 FALSE 14.290332 120.2844894
#> 90 32 t6 t6 FALSE 13.283675 119.4969130
#> 91 32 t7 t7 FALSE 13.555787 117.7511457
#> 92 33 t1 t1 FALSE 14.927147 122.2753088
#> 93 33 t2 t2 FALSE 15.566144 131.3615737
#> 94 33 t3 t3 FALSE 13.786837 123.5319669
#> 95 33 t4 t4 FALSE 13.919556 121.6981023
#> 96 33 t5 t5 FALSE 14.606433 124.6719611
#> 97 33 t6 t6 FALSE 13.622773 123.2636039
#> 98 33 t7 t7 FALSE 13.944532 121.6890970
#> 99 34 t1 t1 FALSE 15.214524 127.0299163
#> 100 34 t2 t2 FALSE 15.834533 136.2413350
#> 101 34 t3 t3 FALSE 14.098461 127.4192826
#> 102 34 t4 t4 FALSE 14.202590 125.7330525
#> 103 34 t5 t5 FALSE 14.898498 129.1476996
#> 104 34 t6 t6 TRUE 13.029126 128.0142110
#> 105 34 t8 t6 TRUE 13.029126 128.0142110
#> 106 34 t7 t7 FALSE 14.218755 125.7536777
#> 107 35 t1 t1 FALSE 15.440093 131.8503104
#> 108 35 t2 t2 FALSE 16.019316 141.0464195
#> 109 35 t3 t3 FALSE 14.297582 131.3607994
#> 110 35 t4 t4 FALSE 14.505710 129.8077501
#> 111 35 t5 t5 FALSE 15.130328 133.6581290
#> 112 35 t6 t6 FALSE 13.333823 131.0668657
#> 113 35 t7 t7 FALSE 14.447936 129.7639045
#> 114 35 t8 t8 FALSE 13.341663 131.0318832
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#> 1643 88 t7 t7 FALSE 18.359570 257.4174990
#> 1644 88 t8 t8 FALSE 17.325986 252.5962855
#> 1645 88 t9 t9 FALSE 19.317443 265.4090922
#> 1646 88 t10 t10 FALSE 19.487854 265.2495920
#> 1647 88 t11 t11 FALSE 19.631225 266.1950616
#> 1648 88 t12 t12 FALSE 19.544312 269.1766590
#> 1649 88 t13 t13 FALSE 19.204233 259.6559948
#> 1650 88 t14 t14 TRUE 18.419760 267.0978615
#> 1651 88 t75 t14 TRUE 18.419760 267.0978615
#> 1652 88 t15 t15 FALSE 19.283218 257.1605339
#> 1653 88 t16 t16 FALSE 18.322258 258.9698716
#> 1654 88 t17 t17 FALSE 18.711112 255.6316320
#> 1655 88 t18 t18 FALSE 19.221340 263.1803951
#> 1656 88 t19 t19 FALSE 17.758816 245.5365833
#> 1657 88 t20 t20 FALSE 16.940565 241.3512813
#> 1658 88 t21 t21 FALSE 19.096798 258.2859481
#> 1659 88 t22 t22 FALSE 19.010452 267.9397499
#> 1660 88 t23 t23 FALSE 16.755291 239.7210176
#> 1661 88 t24 t24 FALSE 18.450771 245.7278531
#> 1662 88 t25 t25 FALSE 18.739958 250.6126717
#> 1663 88 t26 t26 FALSE 18.348643 267.3502457
#> 1664 88 t27 t27 FALSE 18.922180 258.6073857
#> 1665 88 t28 t28 FALSE 18.793726 252.1142193
#> 1666 88 t29 t29 FALSE 19.353774 262.9357955
#> 1667 88 t30 t30 FALSE 18.087934 239.6745242
#> 1668 88 t31 t31 FALSE 19.142741 262.3152054
#> 1669 88 t32 t32 FALSE 18.615536 251.0392527
#> 1670 88 t33 t33 FALSE 17.474752 244.3879059
#> 1671 88 t34 t34 FALSE 17.130687 240.9627231
#> 1672 88 t35 t35 FALSE 17.206336 235.7246855
#> 1673 88 t36 t36 FALSE 18.521614 257.7085092
#> 1674 88 t37 t37 FALSE 18.878048 266.5398908
#> 1675 88 t38 t38 FALSE 18.240941 245.4837245
#> 1676 88 t39 t39 FALSE 17.517497 237.0102089
#> 1677 88 t40 t40 FALSE 16.985789 242.0906190
#> 1678 88 t41 t41 FALSE 18.469833 269.1364842
#> 1679 88 t42 t42 FALSE 17.821626 240.5975410
#> 1680 88 t43 t43 FALSE 17.360745 248.0691626
#> 1681 88 t44 t44 FALSE 18.906561 263.6487879
#> 1682 88 t45 t45 FALSE 18.518609 258.2935243
#> 1683 88 t46 t46 FALSE 18.032410 248.2607901
#> 1684 88 t47 t47 FALSE 17.834084 245.4143080
#> 1685 88 t48 t48 FALSE 18.272105 255.4756523
#> 1686 88 t49 t49 FALSE 17.218919 238.8492742
#> 1687 88 t50 t50 FALSE 17.999376 256.4102519
#> 1688 88 t51 t51 FALSE 17.399261 244.4718710
#> 1689 88 t52 t52 FALSE 18.092983 251.4755154
#> 1690 88 t53 t53 FALSE 17.317903 244.1538375
#> 1691 88 t54 t54 FALSE 16.667328 234.7321254
#> 1692 88 t55 t55 FALSE 17.271120 239.0246982
#> 1693 88 t56 t56 FALSE 17.952427 256.1618357
#> 1694 88 t57 t57 FALSE 16.816369 241.8645019
#> 1695 88 t58 t58 FALSE 16.298426 245.3558546
#> 1696 88 t59 t59 FALSE 17.195484 236.0683524
#> 1697 88 t60 t60 FALSE 18.610807 270.9595351
#> 1698 88 t61 t61 FALSE 17.761520 257.2988229
#> 1699 88 t62 t62 FALSE 15.560268 234.8596789
#> 1700 88 t63 t63 FALSE 17.354486 256.5629387
#> 1701 88 t64 t64 FALSE 17.114270 252.2673837
#> 1702 88 t65 t65 FALSE 16.402285 245.4553666
#> 1703 88 t66 t66 TRUE 17.246317 260.0061935
#> 1704 88 t76 t66 TRUE 17.246317 260.0061935
#> 1705 88 t67 t67 FALSE 16.915888 241.5481881
#> 1706 88 t68 t68 FALSE 18.541821 267.2558419
#> 1707 88 t69 t69 FALSE 18.194273 269.0814735
#> 1708 88 t70 t70 FALSE 17.378067 256.6657369
#> 1709 88 t71 t71 TRUE 15.782499 240.6740721
#> 1710 88 t77 t71 TRUE 15.782499 240.6740721
#> 1711 88 t72 t72 FALSE 17.060273 240.8988969
#> 1712 88 t73 t73 FALSE 15.635590 234.9365906
#> 1713 89 t1 t1 FALSE 18.590082 258.7176665
#> 1714 89 t2 t2 FALSE 19.123686 267.6008881
#> 1715 89 t3 t3 FALSE 18.772644 255.5122167
#> 1716 89 t4 t4 FALSE 19.068434 265.3249936
#> 1717 89 t5 t5 FALSE 19.110052 271.7387234
#> 1718 89 t6 t6 FALSE 16.938313 257.5544148
#> 1719 89 t7 t7 FALSE 18.432993 258.1583597
#> 1720 89 t8 t8 FALSE 17.429595 252.8816107
#> 1721 89 t9 t9 FALSE 19.343225 266.6384130
#> 1722 89 t10 t10 FALSE 19.580446 266.6223066
#> 1723 89 t11 t11 FALSE 19.581022 267.6817354
#> 1724 89 t12 t12 FALSE 19.698761 270.3584980
#> 1725 89 t13 t13 FALSE 19.204444 261.0183407
#> 1726 89 t14 t14 FALSE 18.442134 267.4456338
#> 1727 89 t15 t15 FALSE 19.314543 258.6638037
#> 1728 89 t16 t16 FALSE 18.438651 259.7170782
#> 1729 89 t17 t17 FALSE 18.780631 256.8831369
#> 1730 89 t18 t18 FALSE 19.284680 264.4130265
#> 1731 89 t19 t19 TRUE 16.923578 247.5899728
#> 1732 89 t78 t19 TRUE 16.923578 247.5899728
#> 1733 89 t20 t20 FALSE 17.058594 241.7179993
#> 1734 89 t21 t21 FALSE 19.056594 259.5663382
#> 1735 89 t22 t22 FALSE 18.957880 268.7068641
#> 1736 89 t23 t23 FALSE 16.875400 240.0166182
#> 1737 89 t24 t24 FALSE 18.535476 247.1954328
#> 1738 89 t25 t25 FALSE 18.763691 252.0664932
#> 1739 89 t26 t26 FALSE 18.427319 267.6260376
#> 1740 89 t27 t27 FALSE 18.984380 259.7643169
#> 1741 89 t28 t28 FALSE 18.898196 253.5860122
#> 1742 89 t29 t29 FALSE 19.376131 264.1853321
#> 1743 89 t30 t30 FALSE 18.208345 241.1121402
#> 1744 89 t31 t31 FALSE 19.103193 263.6489904
#> 1745 89 t32 t32 FALSE 18.688658 252.4861221
#> 1746 89 t33 t33 FALSE 17.565495 245.1102645
#> 1747 89 t34 t34 FALSE 17.272084 241.7288061
#> 1748 89 t35 t35 FALSE 17.329803 236.7394677
#> 1749 89 t36 t36 FALSE 18.666171 258.6705087
#> 1750 89 t37 t37 FALSE 18.876802 267.3203045
#> 1751 89 t38 t38 FALSE 18.387102 246.8178076
#> 1752 89 t39 t39 FALSE 17.547012 238.1959123
#> 1753 89 t40 t40 FALSE 17.125189 242.5726347
#> 1754 89 t41 t41 TRUE 17.659667 270.3919166
#> 1755 89 t79 t41 TRUE 17.659667 270.3919166
#> 1756 89 t42 t42 FALSE 17.994181 241.8334600
#> 1757 89 t43 t43 FALSE 17.520738 248.5475096
#> 1758 89 t44 t44 FALSE 19.001754 264.6276604
#> 1759 89 t45 t45 FALSE 18.679102 259.1691474
#> 1760 89 t46 t46 FALSE 18.157030 249.3101453
#> 1761 89 t47 t47 FALSE 18.011721 246.4456080
#> 1762 89 t48 t48 FALSE 18.351971 256.4087265
#> 1763 89 t49 t49 FALSE 17.405150 239.6192771
#> 1764 89 t50 t50 FALSE 18.121685 257.0101065
#> 1765 89 t51 t51 FALSE 17.568178 245.1571695
#> 1766 89 t52 t52 FALSE 18.245592 252.3866755
#> 1767 89 t53 t53 FALSE 17.492346 244.8382409
#> 1768 89 t54 t54 FALSE 16.813069 235.3064423
#> 1769 89 t55 t55 FALSE 17.318044 239.8520427
#> 1770 89 t56 t56 FALSE 18.045515 256.7722059
#> 1771 89 t57 t57 FALSE 16.917704 242.2622441
#> 1772 89 t58 t58 FALSE 16.501320 245.1386788
#> 1773 89 t59 t59 FALSE 17.233008 237.0466134
#> 1774 89 t60 t60 FALSE 18.706735 271.2588830
#> 1775 89 t61 t61 FALSE 17.886011 257.6315287
#> 1776 89 t62 t62 FALSE 15.791535 234.5979308
#> 1777 89 t63 t63 FALSE 17.491815 256.6118283
#> 1778 89 t64 t64 FALSE 17.260464 252.4032646
#> 1779 89 t65 t65 FALSE 16.517291 245.4277362
#> 1780 89 t66 t66 FALSE 17.303865 259.7257561
#> 1781 89 t67 t67 FALSE 17.119529 242.0152743
#> 1782 89 t68 t68 FALSE 18.595806 267.7237861
#> 1783 89 t69 t69 FALSE 18.270451 269.2272378
#> 1784 89 t70 t70 FALSE 17.452454 256.7674858
#> 1785 89 t71 t71 FALSE 15.959181 240.2275675
#> 1786 89 t72 t72 FALSE 17.108792 241.5058075
#> 1787 89 t73 t73 FALSE 15.901398 234.7466000
#> 1788 89 t74 t74 FALSE 16.969616 257.5161118
#> 1789 89 t75 t75 FALSE 18.464889 267.4869147
#> 1790 89 t76 t76 FALSE 17.371686 259.8088245
#> 1791 89 t77 t77 FALSE 16.022342 240.2482187
#> 1792 90 t1 t1 TRUE 17.639170 260.7453927
#> 1793 90 t80 t1 TRUE 17.639170 260.7453927
#> 1794 90 t2 t2 FALSE 19.167713 268.5050871
#> 1795 90 t3 t3 FALSE 18.878288 256.7725369
#> 1796 90 t4 t4 FALSE 19.076565 266.3239740
#> 1797 90 t5 t5 FALSE 19.180902 272.4161136
#> 1798 90 t6 t6 FALSE 17.086105 257.3746742
#> 1799 90 t7 t7 TRUE 17.494084 259.9869364
#> 1800 90 t81 t7 TRUE 17.494084 259.9869364
#> 1801 90 t8 t8 FALSE 17.517971 253.1205510
#> 1802 90 t9 t9 FALSE 19.295224 267.8274606
#> 1803 90 t10 t10 FALSE 19.656620 267.9987570
#> 1804 90 t11 t11 FALSE 19.657790 268.9618914
#> 1805 90 t12 t12 FALSE 19.704539 271.6503012
#> 1806 90 t13 t13 FALSE 19.225226 262.2859810
#> 1807 90 t14 t14 FALSE 18.510811 267.8534027
#> 1808 90 t15 t15 FALSE 19.365237 260.1881884
#> 1809 90 t16 t16 FALSE 18.560397 260.3979684
#> 1810 90 t17 t17 FALSE 18.783084 258.0557613
#> 1811 90 t18 t18 FALSE 19.310221 265.6117011
#> 1812 90 t19 t19 FALSE 17.012307 247.7912363
#> 1813 90 t20 t20 FALSE 17.182330 242.2498473
#> 1814 90 t21 t21 FALSE 19.107625 260.7642022
#> 1815 90 t22 t22 FALSE 18.999939 269.4008163
#> 1816 90 t23 t23 FALSE 17.043725 240.5439490
#> 1817 90 t24 t24 FALSE 18.578083 248.7142070
#> 1818 90 t25 t25 FALSE 18.825096 253.4340809
#> 1819 90 t26 t26 FALSE 18.470447 267.9777108
#> 1820 90 t27 t27 FALSE 19.063020 260.9546577
#> 1821 90 t28 t28 FALSE 19.045610 255.1112406
#> 1822 90 t29 t29 FALSE 19.395257 265.4769626
#> 1823 90 t30 t30 FALSE 18.305828 242.6215332
#> 1824 90 t31 t31 FALSE 19.034892 264.7462226
#> 1825 90 t32 t32 FALSE 18.748377 253.8525228
#> 1826 90 t33 t33 FALSE 17.723593 245.8951937
#> 1827 90 t34 t34 FALSE 17.432963 242.4618770
#> 1828 90 t35 t35 FALSE 17.515414 237.7334033
#> 1829 90 t36 t36 FALSE 18.734389 259.6675266
#> 1830 90 t37 t37 FALSE 18.848004 268.0908746
#> 1831 90 t38 t38 FALSE 18.393819 248.1875973
#> 1832 90 t39 t39 FALSE 17.710356 239.2941337
#> 1833 90 t40 t40 FALSE 17.260699 243.0515795
#> 1834 90 t41 t41 FALSE 17.754236 270.0478753
#> 1835 90 t42 t42 FALSE 18.046630 243.1153061
#> 1836 90 t43 t43 TRUE 16.579213 250.1590448
#> 1837 90 t82 t43 TRUE 16.579213 250.1590448
#> 1838 90 t44 t44 FALSE 19.101748 265.6034261
#> 1839 90 t45 t45 FALSE 18.739201 260.1714145
#> 1840 90 t46 t46 FALSE 18.125875 250.2645915
#> 1841 90 t47 t47 FALSE 18.061297 247.5061242
#> 1842 90 t48 t48 FALSE 18.482576 257.3215230
#> 1843 90 t49 t49 FALSE 17.629215 240.5745298
#> 1844 90 t50 t50 FALSE 18.182052 257.6520651
#> 1845 90 t51 t51 FALSE 17.626339 245.9522871
#> 1846 90 t52 t52 FALSE 18.367628 253.3941330
#> 1847 90 t53 t53 FALSE 17.695596 245.6585870
#> 1848 90 t54 t54 FALSE 17.042673 235.9432630
#> 1849 90 t55 t55 FALSE 17.478374 240.6634941
#> 1850 90 t56 t56 FALSE 18.096477 257.3340734
#> 1851 90 t57 t57 FALSE 17.115370 242.7318808
#> 1852 90 t58 t58 FALSE 16.576327 245.1264878
#> 1853 90 t59 t59 FALSE 17.339102 238.0128036
#> 1854 90 t60 t60 FALSE 18.793365 271.6787611
#> 1855 90 t61 t61 FALSE 18.019378 257.9931775
#> 1856 90 t62 t62 FALSE 15.941652 234.3852679
#> 1857 90 t63 t63 FALSE 17.593258 256.8779820
#> 1858 90 t64 t64 FALSE 17.317015 252.6299697
#> 1859 90 t65 t65 FALSE 16.734136 245.4329419
#> 1860 90 t66 t66 FALSE 17.448570 259.5882561
#> 1861 90 t67 t67 FALSE 17.300264 242.4817950
#> 1862 90 t68 t68 FALSE 18.696646 268.1966258
#> 1863 90 t69 t69 FALSE 18.348867 269.4203740
#> 1864 90 t70 t70 FALSE 17.482447 256.9362456
#> 1865 90 t71 t71 FALSE 16.155380 240.0308857
#> 1866 90 t72 t72 FALSE 17.256859 242.0607052
#> 1867 90 t73 t73 FALSE 16.064195 234.7931807
#> 1868 90 t74 t74 FALSE 17.061192 257.2256136
#> 1869 90 t75 t75 FALSE 18.484766 267.9145398
#> 1870 90 t76 t76 FALSE 17.441258 259.6869991
#> 1871 90 t77 t77 FALSE 16.257819 240.1101819
#> 1872 90 t78 t78 FALSE 17.075479 247.7092281
#> 1873 90 t79 t79 FALSE 17.714902 270.0299426
#> 1874 91 t1 t1 FALSE 17.642340 260.9146917
#> 1875 91 t2 t2 FALSE 19.203488 269.4072285
#> 1876 91 t3 t3 FALSE 18.880098 258.0114556
#> 1877 91 t4 t4 FALSE 19.184794 267.2638890
#> 1878 91 t5 t5 FALSE 19.153395 273.0706121
#> 1879 91 t6 t6 FALSE 17.221595 257.2191943
#> 1880 91 t7 t7 FALSE 17.605747 260.0659765
#> 1881 91 t8 t8 FALSE 17.597950 253.4575525
#> 1882 91 t9 t9 FALSE 19.270557 268.8324838
#> 1883 91 t10 t10 FALSE 19.696633 269.3039142
#> 1884 91 t11 t11 FALSE 19.694469 270.2838568
#> 1885 91 t12 t12 FALSE 19.706722 272.8323830
#> 1886 91 t13 t13 FALSE 19.303840 263.5975526
#> 1887 91 t14 t14 FALSE 18.617679 268.2499820
#> 1888 91 t15 t15 FALSE 19.385267 261.7182557
#> 1889 91 t16 t16 FALSE 18.657232 261.2204546
#> 1890 91 t17 t17 FALSE 18.905881 259.1808950
#> 1891 91 t18 t18 FALSE 19.258400 266.8047700
#> 1892 91 t19 t19 FALSE 17.179426 247.9999243
#> 1893 91 t20 t20 FALSE 17.294417 242.8042712
#> 1894 91 t21 t21 FALSE 19.195733 262.0185264
#> 1895 91 t22 t22 FALSE 19.008716 270.2046937
#> 1896 91 t23 t23 FALSE 17.152409 241.1058274
#> 1897 91 t24 t24 FALSE 18.775981 250.1793448
#> 1898 91 t25 t25 FALSE 18.836176 254.8108333
#> 1899 91 t26 t26 FALSE 18.583100 268.3624136
#> 1900 91 t27 t27 FALSE 19.092807 262.2213590
#> 1901 91 t28 t28 FALSE 19.032812 256.4478159
#> 1902 91 t29 t29 FALSE 19.417712 266.7550480
#> 1903 91 t30 t30 FALSE 18.368372 244.1689939
#> 1904 91 t31 t31 FALSE 19.096367 265.7201131
#> 1905 91 t32 t32 FALSE 18.857308 255.2811372
#> 1906 91 t33 t33 FALSE 17.794158 246.7988004
#> 1907 91 t34 t34 FALSE 17.554024 243.3312426
#> 1908 91 t35 t35 FALSE 17.569751 238.8430456
#> 1909 91 t36 t36 FALSE 18.780727 260.6390660
#> 1910 91 t37 t37 FALSE 18.872530 268.7037448
#> 1911 91 t38 t38 FALSE 18.476125 249.4809570
#> 1912 91 t39 t39 FALSE 17.911084 240.5619876
#> 1913 91 t40 t40 FALSE 17.447969 243.5979098
#> 1914 91 t41 t41 FALSE 17.878718 269.7791836
#> 1915 91 t42 t42 FALSE 18.201972 244.4055587
#> 1916 91 t43 t43 FALSE 16.786977 249.8334049
#> 1917 91 t44 t44 TRUE 18.126845 267.5634516
#> 1918 91 t83 t44 TRUE 18.126845 267.5634516
#> 1919 91 t45 t45 FALSE 18.853570 261.1747076
#> 1920 91 t46 t46 FALSE 18.227567 251.3049443
#> 1921 91 t47 t47 FALSE 18.141352 248.5506050
#> 1922 91 t48 t48 FALSE 18.576722 258.2983711
#> 1923 91 t49 t49 FALSE 17.686476 241.7139816
#> 1924 91 t50 t50 FALSE 18.208043 258.3575077
#> 1925 91 t51 t51 FALSE 17.746769 246.7454822
#> 1926 91 t52 t52 TRUE 17.445991 255.4286553
#> 1927 91 t84 t52 TRUE 17.445991 255.4286553
#> 1928 91 t53 t53 FALSE 17.719654 246.5827192
#> 1929 91 t54 t54 FALSE 17.206845 236.8771434
#> 1930 91 t55 t55 FALSE 17.562202 241.5927077
#> 1931 91 t56 t56 FALSE 18.218977 257.9793116
#> 1932 91 t57 t57 FALSE 17.208085 243.2954129
#> 1933 91 t58 t58 FALSE 16.696542 245.1205248
#> 1934 91 t59 t59 FALSE 17.491170 238.9585180
#> 1935 91 t60 t60 FALSE 18.806468 272.1764604
#> 1936 91 t61 t61 FALSE 18.143222 258.4156588
#> 1937 91 t62 t62 FALSE 16.087998 234.3825593
#> 1938 91 t63 t63 FALSE 17.688045 257.0974449
#> 1939 91 t64 t64 FALSE 17.500596 252.7975471
#> 1940 91 t65 t65 TRUE 15.881281 246.5823066
#> 1941 91 t85 t65 TRUE 15.881281 246.5823066
#> 1942 91 t66 t66 FALSE 17.617337 259.6036723
#> 1943 91 t67 t67 FALSE 17.527105 243.1120275
#> 1944 91 t68 t68 FALSE 18.761460 268.7866147
#> 1945 91 t69 t69 FALSE 18.404698 269.6731764
#> 1946 91 t70 t70 FALSE 17.565069 257.1126441
#> 1947 91 t71 t71 FALSE 16.378900 239.9692434
#> 1948 91 t72 t72 FALSE 17.304220 242.8681506
#> 1949 91 t73 t73 FALSE 16.395500 234.8705734
#> 1950 91 t74 t74 FALSE 17.254115 257.0647406
#> 1951 91 t75 t75 FALSE 18.626010 268.2358578
#> 1952 91 t76 t76 FALSE 17.659541 259.6834940
#> 1953 91 t77 t77 FALSE 16.472769 240.1385267
#> 1954 91 t78 t78 FALSE 17.267946 247.9685652
#> 1955 91 t79 t79 FALSE 17.925542 269.6773530
#> 1956 91 t80 t80 FALSE 17.810047 260.7866231
#> 1957 91 t81 t81 FALSE 17.640866 259.9685137
#> 1958 91 t82 t82 FALSE 16.815565 249.9935975
#> 1959 92 t1 t1 FALSE 17.822711 260.9705340
#> 1960 92 t2 t2 FALSE 19.334136 270.2261523
#> 1961 92 t3 t3 FALSE 19.009329 259.2004334
#> 1962 92 t4 t4 FALSE 19.264326 268.2219510
#> 1963 92 t5 t5 FALSE 19.226092 273.7301952
#> 1964 92 t6 t6 FALSE 17.405286 257.1313382
#> 1965 92 t7 t7 FALSE 17.716130 260.1271226
#> 1966 92 t8 t8 TRUE 16.682159 254.8026285
#> 1967 92 t86 t8 TRUE 16.682159 254.8026285
#> 1968 92 t9 t9 FALSE 19.354067 269.8137670
#> 1969 92 t10 t10 FALSE 19.681423 270.4985704
#> 1970 92 t11 t11 FALSE 19.701429 271.5173645
#> 1971 92 t12 t12 FALSE 19.733511 273.9153835
#> 1972 92 t13 t13 FALSE 19.300103 264.8196723
#> 1973 92 t14 t14 FALSE 18.805502 268.6958336
#> 1974 92 t15 t15 FALSE 19.471522 263.1450366
#> 1975 92 t16 t16 FALSE 18.540420 262.1077342
#> 1976 92 t17 t17 FALSE 18.933389 260.3718168
#> 1977 92 t18 t18 TRUE 18.360522 268.8672009
#> 1978 92 t87 t18 TRUE 18.360522 268.8672009
#> 1979 92 t19 t19 FALSE 17.398543 248.3178201
#> 1980 92 t20 t20 FALSE 17.394625 243.4596796
#> 1981 92 t21 t21 TRUE 18.243119 264.3338490
#> 1982 92 t88 t21 TRUE 18.243119 264.3338490
#> 1983 92 t22 t22 FALSE 19.044527 270.8403896
#> 1984 92 t23 t23 FALSE 17.346822 241.8137008
#> 1985 92 t24 t24 FALSE 18.732479 251.6351820
#> 1986 92 t25 t25 TRUE 17.869723 256.9911048
#> 1987 92 t89 t25 TRUE 17.869723 256.9911048
#> 1988 92 t26 t26 FALSE 18.608044 268.9020085
#> 1989 92 t27 t27 FALSE 19.083987 263.4194432
#> 1990 92 t28 t28 FALSE 19.173741 257.8421503
#> 1991 92 t29 t29 FALSE 19.359221 267.9423558
#> 1992 92 t30 t30 FALSE 18.395217 245.6365725
#> 1993 92 t31 t31 FALSE 19.155334 266.7474662
#> 1994 92 t32 t32 FALSE 18.955241 256.6987229
#> 1995 92 t33 t33 FALSE 17.932171 247.6398321
#> 1996 92 t34 t34 FALSE 17.659695 244.2531392
#> 1997 92 t35 t35 FALSE 17.696434 239.9630757
#> 1998 92 t36 t36 FALSE 18.813933 261.6460946
#> 1999 92 t37 t37 FALSE 18.966173 269.3868243
#> 2000 92 t38 t38 FALSE 18.537907 250.8061057
#> 2001 92 t39 t39 FALSE 17.970607 241.8605244
#> 2002 92 t40 t40 FALSE 17.594895 244.3751560
#> 2003 92 t41 t41 FALSE 17.988881 269.6269143
#> 2004 92 t42 t42 FALSE 18.265062 245.7375812
#> 2005 92 t43 t43 FALSE 17.011838 249.7701805
#> 2006 92 t44 t44 FALSE 18.207156 267.7152229
#> 2007 92 t45 t45 FALSE 18.874431 262.1528842
#> 2008 92 t46 t46 TRUE 17.167987 253.3264459
#> 2009 92 t90 t46 TRUE 17.167987 253.3264459
#> 2010 92 t47 t47 FALSE 18.211502 249.6342085
#> 2011 92 t48 t48 FALSE 18.686915 259.1442032
#> 2012 92 t49 t49 FALSE 17.829227 242.7583139
#> 2013 92 t50 t50 FALSE 18.305009 258.9850816
#> 2014 92 t51 t51 FALSE 17.763949 247.5179231
#> 2015 92 t52 t52 FALSE 17.599772 255.5896745
#> 2016 92 t53 t53 FALSE 17.895534 247.4267513
#> 2017 92 t54 t54 TRUE 16.305873 238.7409688
#> 2018 92 t91 t54 TRUE 16.305873 238.7409688
#> 2019 92 t55 t55 FALSE 17.627876 242.6035074
#> 2020 92 t56 t56 FALSE 18.269852 258.6725842
#> 2021 92 t57 t57 FALSE 17.284573 243.9375440
#> 2022 92 t58 t58 FALSE 16.792281 245.2395279
#> 2023 92 t59 t59 FALSE 17.599717 239.9339392
#> 2024 92 t60 t60 FALSE 18.864310 272.6062999
#> 2025 92 t61 t61 FALSE 18.247675 259.0301456
#> 2026 92 t62 t62 FALSE 16.250270 234.5270615
#> 2027 92 t63 t63 TRUE 16.819815 258.4115627
#> 2028 92 t92 t63 TRUE 16.819815 258.4115627
#> 2029 92 t64 t64 FALSE 17.707128 253.1258599
#> 2030 92 t65 t65 FALSE 16.067547 245.9290410
#> 2031 92 t66 t66 FALSE 17.782001 259.7158748
#> 2032 92 t67 t67 FALSE 17.670504 243.9704960
#> 2033 92 t68 t68 FALSE 18.741382 269.3692309
#> 2034 92 t69 t69 FALSE 18.539897 269.9134061
#> 2035 92 t70 t70 FALSE 17.734259 257.3355526
#> 2036 92 t71 t71 FALSE 16.488137 240.1516410
#> 2037 92 t72 t72 FALSE 17.451655 243.5579389
#> 2038 92 t73 t73 FALSE 16.657436 235.2209257
#> 2039 92 t74 t74 FALSE 17.354769 256.9790296
#> 2040 92 t75 t75 FALSE 18.696517 268.7544726
#> 2041 92 t76 t76 FALSE 17.725796 259.8358598
#> 2042 92 t77 t77 FALSE 16.606300 240.2433551
#> 2043 92 t78 t78 FALSE 17.442774 248.3656183
#> 2044 92 t79 t79 FALSE 18.035971 269.5031983
#> 2045 92 t80 t80 FALSE 17.901270 260.9243598
#> 2046 92 t81 t81 FALSE 17.768654 260.1032410
#> 2047 92 t82 t82 TRUE 15.931218 250.9091569
#> 2048 92 t93 t82 TRUE 15.931218 250.9091569
#> 2049 92 t83 t83 FALSE 18.154484 267.6594873
#> 2050 92 t84 t84 FALSE 17.562844 255.5904645
#> 2051 92 t85 t85 FALSE 16.122916 245.9956874
#> 2052 93 t1 t1 FALSE 17.907979 261.1534857
#> 2053 93 t2 t2 FALSE 19.382295 271.2259290
#> 2054 93 t3 t3 FALSE 19.106767 260.4465617
#> 2055 93 t4 t4 FALSE 19.261652 269.0897677
#> 2056 93 t5 t5 FALSE 19.292629 274.3924581
#> 2057 93 t6 t6 FALSE 17.551083 257.1819649
#> 2058 93 t7 t7 FALSE 17.839116 260.3975160
#> 2059 93 t8 t8 FALSE 16.858029 254.4494545
#> 2060 93 t9 t9 FALSE 19.386727 270.7754851
#> 2061 93 t10 t10 FALSE 19.737029 271.7026390
#> 2062 93 t11 t11 FALSE 19.764152 272.7315878
#> 2063 93 t12 t12 FALSE 19.786170 274.9618682
#> 2064 93 t13 t13 FALSE 19.317862 266.0115063
#> 2065 93 t14 t14 FALSE 18.938067 269.3517350
#> 2066 93 t15 t15 FALSE 19.453424 264.5741563
#> 2067 93 t16 t16 FALSE 18.749390 262.8294898
#> 2068 93 t17 t17 FALSE 18.970745 261.4679490
#> 2069 93 t18 t18 FALSE 18.393500 269.0147487
#> 2070 93 t19 t19 FALSE 17.471946 248.8315344
#> 2071 93 t20 t20 FALSE 17.508521 244.1801805
#> 2072 93 t21 t21 FALSE 18.304873 264.7553354
#> 2073 93 t22 t22 FALSE 19.062829 271.4967583
#> 2074 93 t23 t23 FALSE 17.614107 242.5074221
#> 2075 93 t24 t24 FALSE 18.792016 253.0417546
#> 2076 93 t25 t25 FALSE 17.937169 257.4735922
#> 2077 93 t26 t26 FALSE 18.712856 269.2513639
#> 2078 93 t27 t27 FALSE 19.202002 264.5284078
#> 2079 93 t28 t28 FALSE 19.157192 259.3269424
#> 2080 93 t29 t29 FALSE 19.373538 269.0536620
#> 2081 93 t30 t30 FALSE 18.473983 247.1286634
#> 2082 93 t31 t31 FALSE 19.244746 267.7004872
#> 2083 93 t32 t32 FALSE 19.052117 258.1236208
#> 2084 93 t33 t33 FALSE 17.973598 248.5946240
#> 2085 93 t34 t34 FALSE 17.809694 245.2225538
#> 2086 93 t35 t35 FALSE 17.869334 241.1194814
#> 2087 93 t36 t36 FALSE 18.849469 262.6320077
#> 2088 93 t37 t37 FALSE 19.000521 270.1402468
#> 2089 93 t38 t38 TRUE 17.625928 253.0351630
#> 2090 93 t94 t38 TRUE 17.625928 253.0351630
#> 2091 93 t39 t39 FALSE 17.980760 243.1093896
#> 2092 93 t40 t40 FALSE 17.735378 245.2644430
#> 2093 93 t41 t41 FALSE 18.189233 269.5584520
#> 2094 93 t42 t42 FALSE 18.243656 247.0583524
#> 2095 93 t43 t43 FALSE 17.215625 249.8436362
#> 2096 93 t44 t44 FALSE 18.244807 267.8824869
#> 2097 93 t45 t45 FALSE 18.929658 263.1687815
#> 2098 93 t46 t46 FALSE 17.308015 253.3995978
#> 2099 93 t47 t47 FALSE 18.342021 250.6806078
#> 2100 93 t48 t48 FALSE 18.711939 260.0758178
#> 2101 93 t49 t49 FALSE 17.916985 243.9577608
#> 2102 93 t50 t50 FALSE 18.304192 259.6448633
#> 2103 93 t51 t51 FALSE 17.973573 248.2758219
#> 2104 93 t52 t52 FALSE 17.760904 255.8999494
#> 2105 93 t53 t53 FALSE 18.061305 248.3121137
#> 2106 93 t54 t54 FALSE 16.460677 238.8324283
#> 2107 93 t55 t55 FALSE 17.736699 243.5565526
#> 2108 93 t56 t56 FALSE 18.324127 259.3435077
#> 2109 93 t57 t57 FALSE 17.416232 244.5934759
#> 2110 93 t58 t58 FALSE 16.988392 245.3625865
#> 2111 93 t59 t59 FALSE 17.785382 241.0897946
#> 2112 93 t60 t60 FALSE 18.898669 273.1545126
#> 2113 93 t61 t61 FALSE 18.328903 259.7309410
#> 2114 93 t62 t62 FALSE 16.473112 234.8258549
#> 2115 93 t63 t63 FALSE 17.013591 257.8872664
#> 2116 93 t64 t64 FALSE 17.867349 253.6426821
#> 2117 93 t65 t65 FALSE 16.225856 245.5288719
#> 2118 93 t66 t66 FALSE 17.868910 259.9628780
#> 2119 93 t67 t67 FALSE 17.762895 244.8352965
#> 2120 93 t68 t68 FALSE 18.857497 270.0004654
#> 2121 93 t69 t69 FALSE 18.628908 270.2329671
#> 2122 93 t70 t70 FALSE 17.805442 257.7026419
#> 2123 93 t71 t71 TRUE 15.723827 241.3700122
#> 2124 93 t95 t71 TRUE 15.723827 241.3700122
#> 2125 93 t72 t72 FALSE 17.647311 244.3712980
#> 2126 93 t73 t73 FALSE 16.791450 235.7830640
#> 2127 93 t74 t74 FALSE 17.425891 257.0888633
#> 2128 93 t75 t75 FALSE 18.787643 269.3309902
#> 2129 93 t76 t76 FALSE 17.852443 260.0307752
#> 2130 93 t77 t77 FALSE 16.675999 240.5155738
#> 2131 93 t78 t78 FALSE 17.528239 248.9132183
#> 2132 93 t79 t79 FALSE 18.266006 269.4769807
#> 2133 93 t80 t80 FALSE 18.005522 261.2086303
#> 2134 93 t81 t81 FALSE 17.949166 260.3271501
#> 2135 93 t82 t82 FALSE 16.165996 250.2650410
#> 2136 93 t83 t83 FALSE 18.279761 267.8621929
#> 2137 93 t84 t84 FALSE 17.608088 255.8586522
#> 2138 93 t85 t85 TRUE 15.373100 246.6482402
#> 2139 93 t96 t85 TRUE 15.373100 246.6482402
#> 2140 93 t86 t86 FALSE 16.852205 254.4794782
#> 2141 93 t87 t87 FALSE 18.370038 269.1176491
#> 2142 93 t88 t88 FALSE 18.384632 264.7082559
#> 2143 93 t89 t89 FALSE 17.978983 257.4808078
#> 2144 93 t90 t90 FALSE 17.284129 253.4203906
#> 2145 93 t91 t91 FALSE 16.637263 238.8468867
#> 2146 93 t92 t92 FALSE 17.066635 257.9653764
#> 2147 93 t93 t93 FALSE 16.087366 250.1160427
#> 2148 94 t1 t1 FALSE 18.083498 261.4574056
#> 2149 94 t2 t2 FALSE 19.383488 272.1426963
#> 2150 94 t3 t3 TRUE 18.110475 262.7694592
#> 2151 94 t97 t3 TRUE 18.110475 262.7694592
#> 2152 94 t4 t4 FALSE 19.310095 270.0767065
#> 2153 94 t5 t5 FALSE 19.335811 275.1325472
#> 2154 94 t6 t6 FALSE 17.681817 257.3031698
#> 2155 94 t7 t7 FALSE 17.968606 260.6844911
#> 2156 94 t8 t8 FALSE 17.036766 254.2476942
#> 2157 94 t9 t9 FALSE 19.392277 271.6719242
#> 2158 94 t10 t10 FALSE 19.807719 272.9754104
#> 2159 94 t11 t11 FALSE 19.726406 273.9800150
#> 2160 94 t12 t12 FALSE 19.754244 275.9563529
#> 2161 94 t13 t13 TRUE 18.308748 268.1110354
#> 2162 94 t98 t13 TRUE 18.308748 268.1110354
#> 2163 94 t14 t14 FALSE 18.927542 270.0905391
#> 2164 94 t15 t15 FALSE 19.429669 265.9264316
#> 2165 94 t16 t16 FALSE 18.826758 263.6300776
#> 2166 94 t17 t17 FALSE 19.090599 262.4894054
#> 2167 94 t18 t18 FALSE 18.523130 269.2536130
#> 2168 94 t19 t19 FALSE 17.540248 249.3525531
#> 2169 94 t20 t20 FALSE 17.591481 244.9355430
#> 2170 94 t21 t21 FALSE 18.419180 265.1811914
#> 2171 94 t22 t22 FALSE 19.115040 272.2588161
#> 2172 94 t23 t23 TRUE 16.690023 244.3697611
#> 2173 94 t99 t23 TRUE 16.690023 244.3697611
#> 2174 94 t24 t24 FALSE 18.814781 254.3631459
#> 2175 94 t25 t25 FALSE 17.945133 257.9264842
#> 2176 94 t26 t26 FALSE 18.803621 269.7485345
#> 2177 94 t27 t27 FALSE 19.192218 265.7093620
#> 2178 94 t28 t28 FALSE 19.229519 260.7053012
#> 2179 94 t29 t29 FALSE 19.514463 270.1068835
#> 2180 94 t30 t30 FALSE 18.487846 248.5892218
#> 2181 94 t31 t31 FALSE 19.279489 268.6909166
#> 2182 94 t32 t32 FALSE 19.094249 259.4845378
#> 2183 94 t33 t33 FALSE 18.082474 249.4806681
#> 2184 94 t34 t34 FALSE 17.876979 246.2077606
#> 2185 94 t35 t35 FALSE 17.998378 242.3390957
#> 2186 94 t36 t36 FALSE 19.005149 263.5960798
#> 2187 94 t37 t37 FALSE 19.061914 270.8570001
#> 2188 94 t38 t38 FALSE 17.796635 253.4836835
#> 2189 94 t39 t39 FALSE 18.064290 244.3232094
#> 2190 94 t40 t40 FALSE 17.859007 246.1774707
#> 2191 94 t41 t41 FALSE 18.266309 269.6156496
#> 2192 94 t42 t42 FALSE 18.326555 248.3507214
#> 2193 94 t43 t43 TRUE 16.341994 251.1590551
#> 2194 94 t100 t43 TRUE 16.341994 251.1590551
#> 2195 94 t44 t44 FALSE 18.374644 268.0345642
#> 2196 94 t45 t45 FALSE 19.019550 264.1522243
#> 2197 94 t46 t46 FALSE 17.504771 253.5553412
#> 2198 94 t47 t47 FALSE 18.435246 251.8000452
#> 2199 94 t48 t48 FALSE 18.687206 260.9761099
#> 2200 94 t49 t49 FALSE 17.970979 245.0636069
#> 2201 94 t50 t50 FALSE 18.359834 260.3118585
#> 2202 94 t51 t51 FALSE 17.961098 249.2520656
#> 2203 94 t52 t52 FALSE 17.944069 256.3429479
#> 2204 94 t53 t53 FALSE 18.127482 249.3501307
#> 2205 94 t54 t54 FALSE 16.677104 239.0610476
#> 2206 94 t55 t55 FALSE 17.833782 244.5840347
#> 2207 94 t56 t56 FALSE 18.488513 260.0768190
#> 2208 94 t57 t57 FALSE 17.465190 245.2684647
#> 2209 94 t58 t58 FALSE 17.169041 245.6860530
#> 2210 94 t59 t59 FALSE 17.863683 242.1745729
#> 2211 94 t60 t60 FALSE 18.942378 273.5435434
#> 2212 94 t61 t61 FALSE 18.376139 260.4425331
#> 2213 94 t62 t62 FALSE 16.644370 235.2215193
#> 2214 94 t63 t63 FALSE 17.229945 257.5541575
#> 2215 94 t64 t64 FALSE 17.968562 254.2814755
#> 2216 94 t65 t65 FALSE 16.325792 245.2670867
#> 2217 94 t66 t66 FALSE 18.043108 260.2409034
#> 2218 94 t67 t67 FALSE 17.869285 245.7499090
#> 2219 94 t68 t68 FALSE 18.881033 270.6572832
#> 2220 94 t69 t69 FALSE 18.671137 270.6653715
#> 2221 94 t70 t70 FALSE 17.889010 258.0427862
#> 2222 94 t71 t71 FALSE 15.919548 240.8535288
#> 2223 94 t72 t72 FALSE 17.757074 245.2838944
#> 2224 94 t73 t73 FALSE 16.947338 236.5118058
#> 2225 94 t74 t74 FALSE 17.595786 257.1948182
#> 2226 94 t75 t75 TRUE 17.845412 270.8376941
#> 2227 94 t101 t75 TRUE 17.845412 270.8376941
#> 2228 94 t76 t76 FALSE 18.032506 260.3725484
#> 2229 94 t77 t77 FALSE 16.946225 240.7779101
#> 2230 94 t78 t78 FALSE 17.650695 249.4756370
#> 2231 94 t79 t79 FALSE 18.422461 269.6463379
#> 2232 94 t80 t80 FALSE 18.138673 261.5009259
#> 2233 94 t81 t81 FALSE 18.073865 260.7168043
#> 2234 94 t82 t82 FALSE 16.362652 249.6971371
#> 2235 94 t83 t83 FALSE 18.261598 268.0797196
#> 2236 94 t84 t84 FALSE 17.819272 256.1556151
#> 2237 94 t85 t85 FALSE 15.573005 245.6560109
#> 2238 94 t86 t86 FALSE 17.021432 254.2929980
#> 2239 94 t87 t87 FALSE 18.544804 269.3942009
#> 2240 94 t88 t88 FALSE 18.476029 265.1577482
#> 2241 94 t89 t89 FALSE 18.018298 257.9947845
#> 2242 94 t90 t90 FALSE 17.408507 253.6006412
#> 2243 94 t91 t91 FALSE 16.770090 239.2791648
#> 2244 94 t92 t92 FALSE 17.170079 257.7894693
#> 2245 94 t93 t93 FALSE 16.283126 249.5068970
#> 2246 94 t94 t94 FALSE 17.793459 253.4699659
#> 2247 94 t95 t95 FALSE 15.944951 240.8033584
#> 2248 94 t96 t96 FALSE 15.536207 245.6254835
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 99 internal nodes.
#>
#> Tip labels:
#> t1, t80, t36, t31, t26, t68, ...
#>
#> Rooted; includes branch length(s).
#>
# set ancestral states manually
coev_simulate_coevolution(
n, variables, selection_matrix,
drift, prob_split,
ancestral_states = c("x" = 1, "y" = -1)
)
#> $data
#> species x y
#> 1 t73 0.060755809 0.59181044
#> 2 t61 0.165929784 0.97316182
#> 3 t90 -0.108359315 -1.01596019
#> 4 t25 -0.153513970 0.22085169
#> 5 t2 -0.086903791 -0.41638524
#> 6 t9 0.020495165 -0.69136496
#> 7 t11 0.069540814 1.06848701
#> 8 t7 0.163059592 1.13009982
#> 9 t41 -0.021559483 1.19264381
#> 10 t88 0.209638172 1.76729653
#> 11 t55 -0.081428290 -0.54327638
#> 12 t12 0.154720562 1.46619236
#> 13 t24 -0.167519612 0.17473480
#> 14 t26 0.201584970 1.73620823
#> 15 t40 -0.018177701 1.22067265
#> 16 t101 0.170068565 2.56830451
#> 17 t18 -0.300462170 -2.66252498
#> 18 t64 0.140885971 3.71056442
#> 19 t94 0.067715451 1.75959718
#> 20 t91 -0.060181549 -0.69992112
#> 21 t27 0.204044327 2.37592939
#> 22 t80 0.144901264 -0.61125067
#> 23 t77 -0.163053115 -1.56042005
#> 24 t76 -0.112614231 -0.55464679
#> 25 t83 0.217694577 2.04261932
#> 26 t43 -0.012496854 -0.82535010
#> 27 t19 -0.244784505 -1.00031808
#> 28 t100 -0.292733841 -2.07528909
#> 29 t50 0.111200206 1.47995041
#> 30 t17 0.044886987 1.00808354
#> 31 t49 -0.008742397 1.85799155
#> 32 t32 -0.024661285 1.39544462
#> 33 t52 0.102608384 1.12867075
#> 34 t86 -0.015269667 1.16656167
#> 35 t3 0.136256738 -0.83065578
#> 36 t71 -0.012110297 -1.31250507
#> 37 t47 -0.145319381 -0.09384882
#> 38 t57 -0.155708745 -1.60430828
#> 39 t29 0.109835791 2.58385309
#> 40 t14 -0.172309511 -0.02661362
#> 41 t98 0.172426594 -0.19005649
#> 42 t70 0.180889982 0.85049298
#> 43 t31 -0.138282219 -1.58219653
#> 44 t68 -0.318446613 -2.13108293
#> 45 t93 -0.054051923 1.68959018
#> 46 t30 -0.147487569 0.92495759
#> 47 t10 0.294394044 3.72752973
#> 48 t45 0.114528581 1.71300989
#> 49 t87 0.211002811 1.99458478
#> 50 t72 -0.034723930 0.78047514
#> 51 t23 0.129582829 1.12053060
#> 52 t53 0.086215769 1.75220859
#> 53 t33 -0.131866628 -0.64503731
#> 54 t35 -0.292733841 -2.07528909
#> 55 t60 -0.248707580 -2.78054274
#> 56 t42 0.200318910 2.10802420
#> 57 t1 -0.305187701 -1.41887703
#> 58 t92 -0.156747950 0.93597015
#> 59 t63 0.026085659 1.48227894
#> 60 t20 -0.011765357 -0.26027971
#> 61 t69 -0.042222764 1.10438011
#> 62 t74 0.170068565 2.56830451
#> 63 t62 0.070462734 1.00735949
#> 64 t44 0.145243175 1.18961592
#> 65 t58 0.090940327 1.86962442
#> 66 t15 0.098592622 2.34004386
#> 67 t34 -0.005262173 -0.47444021
#> 68 t96 0.174809918 2.42267729
#> 69 t51 0.062547753 -0.39728951
#> 70 t54 0.016468837 -0.63772541
#> 71 t8 -0.055862872 1.44217082
#> 72 t22 0.017689548 1.06780420
#> 73 t46 0.089757600 1.67455757
#> 74 t81 0.116364076 -0.21851304
#> 75 t59 -0.124370340 1.87439113
#> 76 t37 -0.341946271 -1.98099719
#> 77 t48 -0.015345703 0.71160155
#> 78 t66 -0.071187033 -1.07913699
#> 79 t75 0.194500853 0.74731642
#> 80 t82 0.097042103 2.67446360
#> 81 t67 -0.092055817 0.46876823
#> 82 t28 -0.103510195 -0.10854177
#> 83 t38 -0.076941984 -0.77113653
#> 84 t13 0.100522237 3.42014399
#> 85 t65 -0.144941443 0.69334129
#> 86 t4 -0.004956213 0.64970829
#> 87 t84 0.100929447 1.33621378
#> 88 t89 0.320262968 1.32358053
#> 89 t102 0.067715451 1.75959718
#> 90 t5 0.047737562 0.78155379
#> 91 t39 -0.057634532 1.33560459
#> 92 t6 -0.177512159 1.46427643
#> 93 t78 0.370600308 3.82453883
#> 94 t36 -0.194068108 -0.92998325
#> 95 t95 0.157404422 1.19589692
#> 96 t56 0.224380951 2.09594282
#> 97 t16 0.038097696 -0.49331958
#> 98 t21 -0.395505220 -1.14184772
#> 99 t99 0.204044327 2.37592939
#> 100 t85 0.304739016 1.82420865
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 1.000000e+00 -1.000000000
#> 2 2 t1 t1 FALSE 9.114006e-01 -0.137871143
#> 3 3 t1 t1 FALSE 8.026612e-01 0.636111424
#> 4 4 t1 t1 FALSE 7.811160e-01 1.380577537
#> 5 5 t1 t1 FALSE 7.726161e-01 1.958571661
#> 6 6 t1 t1 TRUE 7.003923e-01 2.442131472
#> 7 6 t2 t1 TRUE 7.003923e-01 2.442131472
#> 8 7 t1 t1 FALSE 6.903570e-01 2.908766476
#> 9 7 t2 t2 FALSE 6.582980e-01 2.736112954
#> 10 8 t1 t1 FALSE 6.179660e-01 3.263463808
#> 11 8 t2 t2 FALSE 6.141746e-01 3.029070917
#> 12 9 t1 t1 FALSE 5.686178e-01 3.632919091
#> 13 9 t2 t2 FALSE 6.320623e-01 3.365994579
#> 14 10 t1 t1 FALSE 5.821062e-01 3.978577776
#> 15 10 t2 t2 FALSE 6.097157e-01 3.743323926
#> 16 11 t1 t1 FALSE 5.863892e-01 4.325725130
#> 17 11 t2 t2 FALSE 5.065324e-01 4.118124968
#> 18 12 t1 t1 FALSE 5.169329e-01 4.486495665
#> 19 12 t2 t2 TRUE 5.409995e-01 4.295604883
#> 20 12 t3 t2 TRUE 5.409995e-01 4.295604883
#> 21 13 t1 t1 FALSE 5.157312e-01 4.638581730
#> 22 13 t2 t2 FALSE 4.701943e-01 4.479154098
#> 23 13 t3 t3 FALSE 5.945732e-01 4.498066407
#> 24 14 t1 t1 FALSE 5.239392e-01 4.811459215
#> 25 14 t2 t2 FALSE 3.982515e-01 4.643573040
#> 26 14 t3 t3 FALSE 5.236652e-01 4.759498279
#> 27 15 t1 t1 FALSE 4.765891e-01 4.934809995
#> 28 15 t2 t2 FALSE 3.384738e-01 4.664892537
#> 29 15 t3 t3 FALSE 5.084936e-01 4.959465542
#> 30 16 t1 t1 FALSE 4.462090e-01 5.012682687
#> 31 16 t2 t2 FALSE 2.823863e-01 4.743730740
#> 32 16 t3 t3 FALSE 4.308969e-01 5.123921756
#> 33 17 t1 t1 FALSE 4.623212e-01 5.113258413
#> 34 17 t2 t2 FALSE 2.655338e-01 4.784242204
#> 35 17 t3 t3 TRUE 4.397672e-01 5.200637829
#> 36 17 t4 t3 TRUE 4.397672e-01 5.200637829
#> 37 18 t1 t1 FALSE 4.113086e-01 5.128871978
#> 38 18 t2 t2 FALSE 1.838104e-01 4.779814773
#> 39 18 t3 t3 FALSE 3.399517e-01 5.331903422
#> 40 18 t4 t4 FALSE 4.037334e-01 5.333999223
#> 41 19 t1 t1 FALSE 4.397506e-01 5.180062349
#> 42 19 t2 t2 FALSE 1.720400e-01 4.613625274
#> 43 19 t3 t3 FALSE 3.471849e-01 5.296808276
#> 44 19 t4 t4 FALSE 3.916570e-01 5.443114238
#> 45 20 t1 t1 FALSE 4.858852e-01 5.241018489
#> 46 20 t2 t2 FALSE 1.530654e-01 4.524053583
#> 47 20 t3 t3 FALSE 3.373942e-01 5.405205614
#> 48 20 t4 t4 FALSE 3.620782e-01 5.441384135
#> 49 21 t1 t1 FALSE 4.988127e-01 5.301351401
#> 50 21 t2 t2 FALSE 1.913946e-01 4.397281724
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#> 1631 77 t10 t10 FALSE 2.811555e-01 3.571999540
#> 1632 77 t11 t11 FALSE 4.853978e-02 1.011831177
#> 1633 77 t12 t12 FALSE 9.181230e-02 1.385273248
#> 1634 77 t13 t13 FALSE 2.733430e-01 3.409592735
#> 1635 77 t14 t14 FALSE -1.995009e-01 0.254573711
#> 1636 77 t15 t15 FALSE 3.702090e-02 2.377863167
#> 1637 77 t16 t16 FALSE 5.446108e-02 -0.493007383
#> 1638 77 t17 t17 FALSE 5.684137e-02 1.044236570
#> 1639 77 t18 t18 FALSE -3.683203e-01 -2.416975622
#> 1640 77 t19 t19 FALSE -1.865097e-01 -0.739362999
#> 1641 77 t20 t20 FALSE -4.180000e-02 -0.292743395
#> 1642 77 t21 t21 FALSE -3.422469e-01 -0.815546637
#> 1643 77 t22 t22 FALSE 7.349630e-02 1.009928898
#> 1644 77 t23 t23 FALSE 1.524196e-01 1.084004299
#> 1645 77 t24 t24 FALSE -2.249742e-01 0.484191642
#> 1646 77 t25 t25 FALSE -2.362074e-01 0.581838374
#> 1647 77 t26 t26 FALSE 8.333146e-02 1.711605670
#> 1648 77 t27 t27 FALSE 1.664636e-01 2.312828588
#> 1649 77 t28 t28 FALSE -2.009798e-01 0.121225198
#> 1650 77 t29 t29 FALSE 1.907262e-01 2.589650306
#> 1651 77 t30 t30 TRUE -1.431219e-01 1.335324737
#> 1652 77 t92 t30 TRUE -1.431219e-01 1.335324737
#> 1653 77 t31 t31 FALSE -1.717411e-01 -1.380603093
#> 1654 77 t32 t32 FALSE -1.784293e-03 1.518325202
#> 1655 77 t33 t33 FALSE -1.223171e-01 -0.594757157
#> 1656 77 t34 t34 FALSE 1.861257e-03 -0.587589368
#> 1657 77 t35 t35 FALSE -2.392509e-01 -1.878818681
#> 1658 77 t36 t36 FALSE -1.714510e-01 -0.600035281
#> 1659 77 t37 t37 FALSE -3.491671e-01 -1.571091529
#> 1660 77 t38 t38 FALSE -2.499920e-01 -0.524119177
#> 1661 77 t39 t39 FALSE -9.196012e-04 1.466543544
#> 1662 77 t40 t40 FALSE -2.261362e-02 1.421561220
#> 1663 77 t41 t41 FALSE 9.453460e-03 1.313954893
#> 1664 77 t42 t42 FALSE 2.258479e-01 1.970812869
#> 1665 77 t43 t43 FALSE -9.666406e-02 -0.787445312
#> 1666 77 t44 t44 FALSE 1.065834e-01 1.226987017
#> 1667 77 t45 t45 TRUE 8.954816e-02 1.811728468
#> 1668 77 t93 t45 TRUE 8.954816e-02 1.811728468
#> 1669 77 t46 t46 FALSE 2.994551e-02 1.751111100
#> 1670 77 t47 t47 FALSE -1.937244e-01 0.065713270
#> 1671 77 t48 t48 FALSE 2.370086e-02 0.755358450
#> 1672 77 t49 t49 TRUE 3.696555e-02 2.039813774
#> 1673 77 t94 t49 TRUE 3.696555e-02 2.039813774
#> 1674 77 t50 t50 FALSE -9.126092e-02 1.786894097
#> 1675 77 t51 t51 FALSE 1.997559e-02 -0.477777838
#> 1676 77 t52 t52 FALSE 1.349746e-01 0.946183252
#> 1677 77 t53 t53 FALSE 1.323972e-01 1.671114251
#> 1678 77 t54 t54 FALSE 1.283959e-01 -0.958917267
#> 1679 77 t55 t55 FALSE -8.540876e-02 -0.450021527
#> 1680 77 t56 t56 FALSE 7.471833e-02 2.227016085
#> 1681 77 t57 t57 FALSE -7.138603e-02 -1.587111789
#> 1682 77 t58 t58 FALSE 2.561784e-02 1.947376178
#> 1683 77 t59 t59 FALSE -5.619624e-03 2.164822850
#> 1684 77 t60 t60 FALSE -2.494467e-01 -2.722212021
#> 1685 77 t61 t61 FALSE 1.383307e-01 0.864869358
#> 1686 77 t62 t62 FALSE 9.939509e-02 0.981844321
#> 1687 77 t63 t63 FALSE -2.840204e-02 1.596374235
#> 1688 77 t64 t64 FALSE 2.260431e-01 3.741391070
#> 1689 77 t65 t65 FALSE -1.197810e-01 1.080627043
#> 1690 77 t66 t66 FALSE -1.303787e-01 -1.092017992
#> 1691 77 t67 t67 FALSE -7.173764e-02 0.415526098
#> 1692 77 t68 t68 FALSE -3.024814e-01 -1.719955475
#> 1693 77 t69 t69 FALSE -3.130899e-02 1.391929596
#> 1694 77 t70 t70 FALSE 9.247879e-02 0.755531512
#> 1695 77 t71 t71 FALSE -3.324099e-02 -1.413369923
#> 1696 77 t72 t72 FALSE -8.469720e-03 0.912950746
#> 1697 77 t73 t73 FALSE 2.160583e-02 0.644904159
#> 1698 77 t74 t74 FALSE 1.387710e-01 2.498244425
#> 1699 77 t75 t75 FALSE 5.313126e-02 0.712351140
#> 1700 77 t76 t76 FALSE -1.355096e-01 -0.440090973
#> 1701 77 t77 t77 FALSE -1.578865e-01 -1.673049067
#> 1702 77 t78 t78 FALSE 2.901605e-01 3.692429270
#> 1703 77 t79 t79 FALSE -1.610872e-01 -1.626812035
#> 1704 77 t80 t80 FALSE 8.545334e-02 -0.974424906
#> 1705 77 t81 t81 FALSE 1.504459e-01 -0.463979649
#> 1706 77 t82 t82 FALSE 1.576359e-01 2.575901949
#> 1707 77 t83 t83 FALSE 2.458162e-01 1.832229746
#> 1708 77 t84 t84 FALSE 1.063910e-01 1.240317166
#> 1709 77 t85 t85 FALSE 9.890602e-02 1.630675491
#> 1710 77 t86 t86 FALSE -7.722034e-02 1.286630811
#> 1711 77 t87 t87 FALSE 2.302815e-01 1.777112241
#> 1712 77 t88 t88 FALSE 9.766800e-02 1.863673546
#> 1713 77 t89 t89 FALSE 3.438823e-01 0.882226290
#> 1714 77 t90 t90 FALSE -1.917269e-01 -0.784100439
#> 1715 77 t91 t91 FALSE -5.668191e-02 -0.591201686
#> 1716 78 t1 t1 FALSE -2.543296e-01 -1.286337516
#> 1717 78 t2 t2 FALSE -1.174359e-01 -0.291839750
#> 1718 78 t3 t3 FALSE 9.748937e-02 -1.045165112
#> 1719 78 t4 t4 FALSE -9.440044e-02 0.669524299
#> 1720 78 t5 t5 FALSE 7.612008e-03 0.711382900
#> 1721 78 t6 t6 FALSE -2.051127e-01 1.677345007
#> 1722 78 t7 t7 TRUE 8.179091e-02 1.138983040
#> 1723 78 t95 t7 TRUE 8.179091e-02 1.138983040
#> 1724 78 t8 t8 FALSE -2.176010e-02 1.569862125
#> 1725 78 t9 t9 FALSE 8.236968e-02 -0.820787718
#> 1726 78 t10 t10 FALSE 2.920300e-01 3.654977427
#> 1727 78 t11 t11 FALSE 6.594427e-02 1.063786685
#> 1728 78 t12 t12 FALSE 1.644718e-01 1.417510234
#> 1729 78 t13 t13 FALSE 2.140488e-01 3.453970972
#> 1730 78 t14 t14 FALSE -2.530067e-01 0.165150459
#> 1731 78 t15 t15 FALSE 1.283831e-01 2.334672483
#> 1732 78 t16 t16 FALSE 1.143883e-02 -0.441111642
#> 1733 78 t17 t17 FALSE 1.056847e-02 1.005031556
#> 1734 78 t18 t18 FALSE -2.467258e-01 -2.608790322
#> 1735 78 t19 t19 FALSE -1.642513e-01 -0.906371301
#> 1736 78 t20 t20 FALSE -4.313844e-02 -0.317113371
#> 1737 78 t21 t21 FALSE -3.479778e-01 -1.006534862
#> 1738 78 t22 t22 FALSE 1.173610e-01 1.059654285
#> 1739 78 t23 t23 FALSE 1.864301e-01 1.067852090
#> 1740 78 t24 t24 FALSE -1.549036e-01 0.276639756
#> 1741 78 t25 t25 FALSE -1.849073e-01 0.397464017
#> 1742 78 t26 t26 FALSE 1.552371e-01 1.623701777
#> 1743 78 t27 t27 TRUE 1.876494e-01 2.392983595
#> 1744 78 t96 t27 TRUE 1.876494e-01 2.392983595
#> 1745 78 t28 t28 FALSE -1.505050e-01 -0.004490963
#> 1746 78 t29 t29 FALSE 1.436212e-01 2.556021741
#> 1747 78 t30 t30 FALSE -1.996053e-01 1.079824610
#> 1748 78 t31 t31 FALSE -2.043555e-01 -1.399706851
#> 1749 78 t32 t32 FALSE -4.652412e-02 1.463292584
#> 1750 78 t33 t33 FALSE -1.174597e-01 -0.660265596
#> 1751 78 t34 t34 FALSE 1.997227e-02 -0.509400677
#> 1752 78 t35 t35 FALSE -2.537068e-01 -1.937063777
#> 1753 78 t36 t36 FALSE -1.996594e-01 -0.788837598
#> 1754 78 t37 t37 FALSE -2.979619e-01 -1.774875294
#> 1755 78 t38 t38 FALSE -1.434463e-01 -0.716871926
#> 1756 78 t39 t39 FALSE -7.602686e-03 1.373809216
#> 1757 78 t40 t40 FALSE 2.158884e-02 1.237415254
#> 1758 78 t41 t41 FALSE 1.212476e-02 1.226671833
#> 1759 78 t42 t42 FALSE 1.715813e-01 2.080503645
#> 1760 78 t43 t43 FALSE -8.397996e-02 -0.837300083
#> 1761 78 t44 t44 FALSE 1.195178e-01 1.158034633
#> 1762 78 t45 t45 FALSE 1.057690e-01 1.746332845
#> 1763 78 t46 t46 FALSE 5.381961e-02 1.752733742
#> 1764 78 t47 t47 FALSE -1.374352e-01 -0.044429691
#> 1765 78 t48 t48 FALSE -1.052517e-02 0.718960792
#> 1766 78 t49 t49 FALSE 1.694980e-02 1.944314577
#> 1767 78 t50 t50 FALSE -3.513291e-02 1.621612462
#> 1768 78 t51 t51 TRUE 2.419608e-02 -0.518320346
#> 1769 78 t97 t51 TRUE 2.419608e-02 -0.518320346
#> 1770 78 t52 t52 FALSE 1.417614e-01 1.060889050
#> 1771 78 t53 t53 FALSE 9.769068e-02 1.711747155
#> 1772 78 t54 t54 FALSE 1.034892e-01 -0.778184299
#> 1773 78 t55 t55 FALSE -1.259194e-01 -0.459244997
#> 1774 78 t56 t56 FALSE 1.764312e-01 2.138595815
#> 1775 78 t57 t57 FALSE -1.052688e-01 -1.626791067
#> 1776 78 t58 t58 FALSE 9.143768e-02 1.896478175
#> 1777 78 t59 t59 FALSE -1.274782e-01 2.076058906
#> 1778 78 t60 t60 FALSE -2.016427e-01 -2.811312696
#> 1779 78 t61 t61 FALSE 1.964176e-01 0.844717713
#> 1780 78 t62 t62 FALSE 5.519676e-02 1.047335983
#> 1781 78 t63 t63 FALSE 5.470983e-02 1.510241422
#> 1782 78 t64 t64 FALSE 2.033265e-01 3.681375586
#> 1783 78 t65 t65 FALSE -1.391915e-01 0.882388348
#> 1784 78 t66 t66 FALSE -7.829466e-02 -1.145971677
#> 1785 78 t67 t67 FALSE -4.354676e-03 0.421393080
#> 1786 78 t68 t68 FALSE -3.328535e-01 -1.896350059
#> 1787 78 t69 t69 FALSE -1.000587e-01 1.215636093
#> 1788 78 t70 t70 FALSE 1.583586e-01 0.745530443
#> 1789 78 t71 t71 FALSE 1.843532e-03 -1.362554044
#> 1790 78 t72 t72 FALSE -7.316957e-02 0.884108518
#> 1791 78 t73 t73 FALSE -3.740403e-02 0.664056883
#> 1792 78 t74 t74 FALSE 1.628983e-01 2.527290646
#> 1793 78 t75 t75 FALSE 1.154038e-01 0.718497444
#> 1794 78 t76 t76 FALSE -1.043065e-01 -0.553086043
#> 1795 78 t77 t77 FALSE -8.938450e-02 -1.698903036
#> 1796 78 t78 t78 FALSE 3.581201e-01 3.744566146
#> 1797 78 t79 t79 FALSE -1.365945e-01 -1.692927461
#> 1798 78 t80 t80 FALSE 1.241235e-01 -0.840657931
#> 1799 78 t81 t81 TRUE 1.750783e-01 -0.372131414
#> 1800 78 t98 t81 TRUE 1.750783e-01 -0.372131414
#> 1801 78 t82 t82 FALSE 1.259966e-01 2.676074219
#> 1802 78 t83 t83 FALSE 2.068745e-01 2.016523938
#> 1803 78 t84 t84 FALSE 8.229743e-02 1.199130406
#> 1804 78 t85 t85 FALSE 1.840780e-01 1.695049182
#> 1805 78 t86 t86 FALSE -5.493296e-02 1.203729684
#> 1806 78 t87 t87 FALSE 2.534227e-01 1.910685222
#> 1807 78 t88 t88 FALSE 1.058198e-01 1.812088639
#> 1808 78 t89 t89 FALSE 3.110068e-01 1.121636401
#> 1809 78 t90 t90 FALSE -1.402328e-01 -0.946485502
#> 1810 78 t91 t91 FALSE -8.066866e-02 -0.625148035
#> 1811 78 t92 t92 FALSE -1.758038e-01 1.123438765
#> 1812 78 t93 t93 FALSE -1.534096e-02 1.786442459
#> 1813 78 t94 t94 FALSE 2.524325e-02 1.930002395
#> 1814 79 t1 t1 FALSE -3.051877e-01 -1.418877026
#> 1815 79 t2 t2 FALSE -8.690379e-02 -0.416385241
#> 1816 79 t3 t3 FALSE 1.362567e-01 -0.830655778
#> 1817 79 t4 t4 FALSE -4.956213e-03 0.649708285
#> 1818 79 t5 t5 FALSE 4.773756e-02 0.781553786
#> 1819 79 t6 t6 FALSE -1.775122e-01 1.464276434
#> 1820 79 t7 t7 FALSE 1.630596e-01 1.130099818
#> 1821 79 t8 t8 FALSE -5.586287e-02 1.442170816
#> 1822 79 t9 t9 FALSE 2.049516e-02 -0.691364965
#> 1823 79 t10 t10 FALSE 2.943940e-01 3.727529735
#> 1824 79 t11 t11 FALSE 6.954081e-02 1.068487011
#> 1825 79 t12 t12 FALSE 1.547206e-01 1.466192365
#> 1826 79 t13 t13 FALSE 1.005222e-01 3.420143987
#> 1827 79 t14 t14 FALSE -1.723095e-01 -0.026613618
#> 1828 79 t15 t15 FALSE 9.859262e-02 2.340043857
#> 1829 79 t16 t16 FALSE 3.809770e-02 -0.493319585
#> 1830 79 t17 t17 FALSE 4.488699e-02 1.008083537
#> 1831 79 t18 t18 FALSE -3.004622e-01 -2.662524983
#> 1832 79 t19 t19 FALSE -2.447845e-01 -1.000318076
#> 1833 79 t20 t20 FALSE -1.176536e-02 -0.260279714
#> 1834 79 t21 t21 FALSE -3.955052e-01 -1.141847720
#> 1835 79 t22 t22 FALSE 1.768955e-02 1.067804198
#> 1836 79 t23 t23 FALSE 1.295828e-01 1.120530599
#> 1837 79 t24 t24 FALSE -1.675196e-01 0.174734803
#> 1838 79 t25 t25 FALSE -1.535140e-01 0.220851695
#> 1839 79 t26 t26 FALSE 2.015850e-01 1.736208231
#> 1840 79 t27 t27 TRUE 2.040443e-01 2.375929391
#> 1841 79 t99 t27 TRUE 2.040443e-01 2.375929391
#> 1842 79 t28 t28 FALSE -1.035102e-01 -0.108541773
#> 1843 79 t29 t29 FALSE 1.098358e-01 2.583853091
#> 1844 79 t30 t30 FALSE -1.474876e-01 0.924957587
#> 1845 79 t31 t31 FALSE -1.382822e-01 -1.582196526
#> 1846 79 t32 t32 FALSE -2.466129e-02 1.395444617
#> 1847 79 t33 t33 FALSE -1.318666e-01 -0.645037309
#> 1848 79 t34 t34 FALSE -5.262173e-03 -0.474440213
#> 1849 79 t35 t35 TRUE -2.927338e-01 -2.075289088
#> 1850 79 t100 t35 TRUE -2.927338e-01 -2.075289088
#> 1851 79 t36 t36 FALSE -1.940681e-01 -0.929983255
#> 1852 79 t37 t37 FALSE -3.419463e-01 -1.980997189
#> 1853 79 t38 t38 FALSE -7.694198e-02 -0.771136527
#> 1854 79 t39 t39 FALSE -5.763453e-02 1.335604593
#> 1855 79 t40 t40 FALSE -1.817770e-02 1.220672651
#> 1856 79 t41 t41 FALSE -2.155948e-02 1.192643813
#> 1857 79 t42 t42 FALSE 2.003189e-01 2.108024205
#> 1858 79 t43 t43 FALSE -1.249685e-02 -0.825350097
#> 1859 79 t44 t44 FALSE 1.452432e-01 1.189615920
#> 1860 79 t45 t45 FALSE 1.145286e-01 1.713009890
#> 1861 79 t46 t46 FALSE 8.975760e-02 1.674557574
#> 1862 79 t47 t47 FALSE -1.453194e-01 -0.093848821
#> 1863 79 t48 t48 FALSE -1.534570e-02 0.711601548
#> 1864 79 t49 t49 FALSE -8.742397e-03 1.857991548
#> 1865 79 t50 t50 FALSE 1.112002e-01 1.479950409
#> 1866 79 t51 t51 FALSE 6.254775e-02 -0.397289506
#> 1867 79 t52 t52 FALSE 1.026084e-01 1.128670754
#> 1868 79 t53 t53 FALSE 8.621577e-02 1.752208595
#> 1869 79 t54 t54 FALSE 1.646884e-02 -0.637725407
#> 1870 79 t55 t55 FALSE -8.142829e-02 -0.543276375
#> 1871 79 t56 t56 FALSE 2.243810e-01 2.095942816
#> 1872 79 t57 t57 FALSE -1.557087e-01 -1.604308279
#> 1873 79 t58 t58 FALSE 9.094033e-02 1.869624418
#> 1874 79 t59 t59 FALSE -1.243703e-01 1.874391132
#> 1875 79 t60 t60 FALSE -2.487076e-01 -2.780542739
#> 1876 79 t61 t61 FALSE 1.659298e-01 0.973161816
#> 1877 79 t62 t62 FALSE 7.046273e-02 1.007359487
#> 1878 79 t63 t63 FALSE 2.608566e-02 1.482278943
#> 1879 79 t64 t64 FALSE 1.408860e-01 3.710564417
#> 1880 79 t65 t65 FALSE -1.449414e-01 0.693341288
#> 1881 79 t66 t66 FALSE -7.118703e-02 -1.079136988
#> 1882 79 t67 t67 FALSE -9.205582e-02 0.468768232
#> 1883 79 t68 t68 FALSE -3.184466e-01 -2.131082929
#> 1884 79 t69 t69 FALSE -4.222276e-02 1.104380113
#> 1885 79 t70 t70 FALSE 1.808900e-01 0.850492979
#> 1886 79 t71 t71 FALSE -1.211030e-02 -1.312505070
#> 1887 79 t72 t72 FALSE -3.472393e-02 0.780475141
#> 1888 79 t73 t73 FALSE 6.075581e-02 0.591810444
#> 1889 79 t74 t74 TRUE 1.700686e-01 2.568304514
#> 1890 79 t101 t74 TRUE 1.700686e-01 2.568304514
#> 1891 79 t75 t75 FALSE 1.945009e-01 0.747316415
#> 1892 79 t76 t76 FALSE -1.126142e-01 -0.554646787
#> 1893 79 t77 t77 FALSE -1.630531e-01 -1.560420049
#> 1894 79 t78 t78 FALSE 3.706003e-01 3.824538832
#> 1895 79 t79 t79 FALSE -1.503138e-01 -1.739893224
#> 1896 79 t80 t80 FALSE 1.449013e-01 -0.611250666
#> 1897 79 t81 t81 FALSE 1.163641e-01 -0.218513039
#> 1898 79 t82 t82 FALSE 9.704210e-02 2.674463604
#> 1899 79 t83 t83 FALSE 2.176946e-01 2.042619324
#> 1900 79 t84 t84 FALSE 1.009294e-01 1.336213784
#> 1901 79 t85 t85 FALSE 3.047390e-01 1.824208647
#> 1902 79 t86 t86 FALSE -1.526967e-02 1.166561670
#> 1903 79 t87 t87 FALSE 2.110028e-01 1.994584779
#> 1904 79 t88 t88 FALSE 2.096382e-01 1.767296531
#> 1905 79 t89 t89 FALSE 3.202630e-01 1.323580533
#> 1906 79 t90 t90 FALSE -1.083593e-01 -1.015960194
#> 1907 79 t91 t91 FALSE -6.018155e-02 -0.699921120
#> 1908 79 t92 t92 FALSE -1.567479e-01 0.935970149
#> 1909 79 t93 t93 FALSE -5.405192e-02 1.689590175
#> 1910 79 t94 t94 TRUE 6.771545e-02 1.759597180
#> 1911 79 t102 t94 TRUE 6.771545e-02 1.759597180
#> 1912 79 t95 t95 FALSE 1.574044e-01 1.195896921
#> 1913 79 t96 t96 FALSE 1.748099e-01 2.422677294
#> 1914 79 t97 t97 FALSE -1.432001e-02 -0.534529395
#> 1915 79 t98 t98 FALSE 1.724266e-01 -0.190056488
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 99 internal nodes.
#>
#> Tip labels:
#> t1, t6, t49, t94, t102, t2, ...
#>
#> Rooted; includes branch length(s).
#>