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 t83 -0.058199339 -0.8532722
#> 2 t16 0.256224154 2.8176005
#> 3 t4 -0.002815872 0.2816115
#> 4 t25 0.126717852 1.0726985
#> 5 t76 0.011920393 2.8900157
#> 6 t43 -0.076612398 0.5328463
#> 7 t11 0.039096914 -0.4975513
#> 8 t78 -0.106561473 1.9082075
#> 9 t40 0.228024737 1.8276383
#> 10 t70 0.292723198 3.6900623
#> 11 t12 0.171189680 0.8421474
#> 12 t20 -0.054451076 1.7233310
#> 13 t96 0.217707552 4.4187442
#> 14 t35 0.184229827 3.3467576
#> 15 t64 -0.022866086 -1.1808569
#> 16 t15 -0.206764978 0.8150837
#> 17 t52 0.068220087 0.8329971
#> 18 t19 0.312191571 1.7518795
#> 19 t30 0.187842744 3.7431404
#> 20 t88 0.513590290 4.3838988
#> 21 t29 -0.212097990 0.8397046
#> 22 t44 0.181239413 -0.2276927
#> 23 t22 -0.046829826 0.9529349
#> 24 t85 0.236718851 2.7416063
#> 25 t62 0.207805409 0.4014984
#> 26 t6 0.113634697 -0.6529850
#> 27 t36 0.179895682 1.6925660
#> 28 t60 0.282370179 4.3282836
#> 29 t53 0.218298095 2.5947201
#> 30 t63 -0.177970563 -2.3418755
#> 31 t73 0.079180201 2.5454087
#> 32 t90 0.169379757 2.7385737
#> 33 t47 0.023751751 -0.1802499
#> 34 t37 -0.017646600 -1.8897413
#> 35 t2 0.099985794 -0.2745262
#> 36 t98 0.005915155 -1.3797520
#> 37 t86 0.293366966 3.7934620
#> 38 t102 -0.233458134 -0.9840397
#> 39 t65 0.110761918 1.3856206
#> 40 t87 0.010474398 1.8501217
#> 41 t77 0.222700645 2.5573508
#> 42 t17 0.254983010 3.8033308
#> 43 t26 -0.216105841 -1.2434321
#> 44 t66 0.065583238 0.8235454
#> 45 t74 0.233828195 3.7028295
#> 46 t82 -0.047096889 -0.1049868
#> 47 t61 0.184837161 4.4112227
#> 48 t59 -0.164746903 0.8838159
#> 49 t69 -0.031611732 -1.4665455
#> 50 t38 0.196809260 3.6260269
#> 51 t91 0.289019507 1.1570874
#> 52 t46 0.097235667 2.6187379
#> 53 t75 0.037016472 -0.7690977
#> 54 t100 -0.017646600 -1.8897413
#> 55 t94 0.141863804 2.6951550
#> 56 t68 -0.060625761 0.9370465
#> 57 t7 -0.084056370 -0.8698705
#> 58 t41 -0.010596401 0.1232897
#> 59 t9 -0.100699993 -2.5279917
#> 60 t3 -0.181045125 -0.3123250
#> 61 t42 0.010517726 0.3941568
#> 62 t45 -0.023121009 0.5583483
#> 63 t10 -0.222856503 0.4108054
#> 64 t81 0.047165208 -1.3515816
#> 65 t1 -0.106840248 1.2188954
#> 66 t95 0.161812858 2.4973026
#> 67 t57 -0.332024072 0.5181317
#> 68 t13 -0.162884489 -1.8122721
#> 69 t28 0.184069490 1.4612919
#> 70 t32 0.066471835 0.9908291
#> 71 t48 -0.233458134 -0.9840397
#> 72 t33 0.391549893 5.1838339
#> 73 t80 -0.039141914 0.8485088
#> 74 t18 0.165911658 -0.1937493
#> 75 t56 0.056069944 1.4831002
#> 76 t55 0.205088258 4.3832981
#> 77 t54 0.145357058 1.9410038
#> 78 t67 0.170842552 3.8504214
#> 79 t97 0.136992933 0.8028081
#> 80 t39 -0.269517729 -1.7824934
#> 81 t21 0.098656307 1.5001308
#> 82 t89 -0.029417107 0.6659576
#> 83 t79 -0.056946826 -0.3337268
#> 84 t5 0.134124637 0.8677479
#> 85 t72 0.053825350 -0.8128922
#> 86 t23 0.032667148 0.7925063
#> 87 t92 0.370922290 4.5658325
#> 88 t34 0.237927511 2.4814080
#> 89 t50 -0.081305681 -0.4399475
#> 90 t101 -0.269517729 -1.7824934
#> 91 t31 0.214703570 1.1213488
#> 92 t49 0.007761304 2.2789836
#> 93 t8 0.019961937 2.6550062
#> 94 t51 0.003857343 1.0412043
#> 95 t71 0.068060049 0.8636171
#> 96 t24 0.001956803 0.2592262
#> 97 t58 0.035125239 -1.1720797
#> 98 t84 -0.048806866 -0.1589839
#> 99 t14 0.060251514 0.9033107
#> 100 t27 -0.132865781 -0.2868417
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 0.000000e+00 0.000000000
#> 2 2 t1 t1 FALSE -6.194363e-02 -0.044504984
#> 3 3 t1 t1 FALSE -7.341024e-07 -0.069465080
#> 4 4 t1 t1 FALSE -2.880545e-02 -0.004643665
#> 5 5 t1 t1 FALSE -4.839023e-02 -0.046376215
#> 6 6 t1 t1 FALSE -7.039341e-02 -0.059456450
#> 7 7 t1 t1 FALSE -6.787915e-02 -0.232308372
#> 8 8 t1 t1 FALSE -4.608369e-02 -0.244549516
#> 9 9 t1 t1 FALSE 2.470929e-02 -0.270194492
#> 10 10 t1 t1 FALSE -3.393530e-02 -0.189832364
#> 11 11 t1 t1 FALSE -4.140796e-02 -0.179506501
#> 12 12 t1 t1 FALSE -1.069094e-01 -0.240886868
#> 13 13 t1 t1 FALSE -7.616785e-02 -0.226653231
#> 14 14 t1 t1 FALSE -7.344202e-02 -0.374159397
#> 15 15 t1 t1 FALSE -1.236733e-01 -0.471383326
#> 16 16 t1 t1 FALSE -1.325893e-01 -0.566698026
#> 17 17 t1 t1 FALSE -4.173501e-02 -0.696123193
#> 18 18 t1 t1 FALSE 3.651862e-03 -0.727175308
#> 19 19 t1 t1 FALSE 2.428231e-02 -0.682193572
#> 20 20 t1 t1 FALSE 3.820263e-02 -0.592089902
#> 21 21 t1 t1 FALSE -3.593918e-03 -0.498512244
#> 22 22 t1 t1 FALSE 3.039051e-02 -0.479804389
#> 23 23 t1 t1 FALSE 3.898902e-02 -0.467378691
#> 24 24 t1 t1 FALSE 8.472813e-02 -0.339251632
#> 25 25 t1 t1 FALSE 2.209506e-03 -0.257091276
#> 26 26 t1 t1 FALSE 5.858685e-02 -0.261088040
#> 27 27 t1 t1 FALSE 8.987551e-02 -0.209298157
#> 28 28 t1 t1 TRUE 1.113223e-01 -0.121604003
#> 29 28 t2 t1 TRUE 1.113223e-01 -0.121604003
#> 30 29 t1 t1 FALSE 1.361236e-01 -0.032575251
#> 31 29 t2 t2 FALSE 6.527039e-02 0.076506360
#> 32 30 t1 t1 FALSE 1.020473e-01 0.124470402
#> 33 30 t2 t2 FALSE 2.550600e-02 0.060925652
#> 34 31 t1 t1 FALSE 6.613379e-02 0.221966457
#> 35 31 t2 t2 FALSE 3.700363e-02 0.074290125
#> 36 32 t1 t1 FALSE 7.834469e-02 0.333979114
#> 37 32 t2 t2 FALSE -3.491733e-02 0.074678990
#> 38 33 t1 t1 FALSE 1.286739e-01 0.447778884
#> 39 33 t2 t2 FALSE 8.102521e-03 0.058596639
#> 40 34 t1 t1 FALSE 1.910565e-01 0.503756528
#> 41 34 t2 t2 FALSE -9.553940e-03 0.099039081
#> 42 35 t1 t1 FALSE 2.240329e-01 0.648138725
#> 43 35 t2 t2 FALSE 6.410482e-02 0.030353067
#> 44 36 t1 t1 FALSE 2.244927e-01 0.796511559
#> 45 36 t2 t2 FALSE 1.202895e-01 0.107703337
#> 46 37 t1 t1 TRUE 1.658511e-01 0.987065425
#> 47 37 t3 t1 TRUE 1.658511e-01 0.987065425
#> 48 37 t2 t2 FALSE 1.690126e-01 0.193531605
#> 49 38 t1 t1 FALSE 1.461072e-01 1.021650742
#> 50 38 t2 t2 FALSE 1.791697e-01 0.360271317
#> 51 38 t3 t3 FALSE 1.392877e-01 1.026946166
#> 52 39 t1 t1 FALSE 9.199011e-02 1.087184252
#> 53 39 t2 t2 FALSE 6.546264e-02 0.487297464
#> 54 39 t3 t3 FALSE 1.494582e-01 1.087250104
#> 55 40 t1 t1 FALSE 2.496144e-02 1.096023410
#> 56 40 t2 t2 FALSE 5.506718e-02 0.484563097
#> 57 40 t3 t3 FALSE 2.625683e-01 1.144206271
#> 58 41 t1 t1 FALSE 1.098682e-02 1.026280918
#> 59 41 t2 t2 FALSE -4.681867e-02 0.530448696
#> 60 41 t3 t3 FALSE 2.628170e-01 1.332959854
#> 61 42 t1 t1 FALSE 5.787518e-02 0.916353856
#> 62 42 t2 t2 FALSE -5.495828e-02 0.416958853
#> 63 42 t3 t3 FALSE 2.374684e-01 1.461971581
#> 64 43 t1 t1 FALSE 2.654212e-02 0.913581529
#> 65 43 t2 t2 FALSE -9.768628e-02 0.375063246
#> 66 43 t3 t3 FALSE 3.184278e-01 1.523188507
#> 67 44 t1 t1 FALSE 5.589364e-03 0.801652048
#> 68 44 t2 t2 FALSE -7.963627e-02 0.207960316
#> 69 44 t3 t3 FALSE 3.061698e-01 1.763679863
#> 70 45 t1 t1 FALSE 5.588247e-02 0.847537607
#> 71 45 t2 t2 FALSE -1.026913e-01 0.098093049
#> 72 45 t3 t3 FALSE 3.035105e-01 1.916189430
#> 73 46 t1 t1 FALSE 2.619649e-02 0.819883454
#> 74 46 t2 t2 FALSE -1.007887e-01 -0.029228066
#> 75 46 t3 t3 TRUE 3.406672e-01 1.998723342
#> 76 46 t4 t3 TRUE 3.406672e-01 1.998723342
#> 77 47 t1 t1 FALSE 9.557424e-02 0.819703462
#> 78 47 t2 t2 FALSE -8.463596e-02 -0.156505986
#> 79 47 t3 t3 FALSE 2.680098e-01 2.146222206
#> 80 47 t4 t4 FALSE 3.713411e-01 2.141910202
#> 81 48 t1 t1 FALSE 1.020567e-01 0.825421655
#> 82 48 t2 t2 FALSE -1.172361e-01 -0.239895029
#> 83 48 t3 t3 FALSE 3.047791e-01 2.229038930
#> 84 48 t4 t4 FALSE 3.453291e-01 2.322996422
#> 85 49 t1 t1 FALSE 7.986119e-02 0.954488570
#> 86 49 t2 t2 FALSE -4.935626e-02 -0.287405332
#> 87 49 t3 t3 FALSE 2.337625e-01 2.341353636
#> 88 49 t4 t4 FALSE 2.602396e-01 2.513078908
#> 89 50 t1 t1 FALSE 4.441763e-02 0.930925612
#> 90 50 t2 t2 FALSE -7.097755e-02 -0.311632175
#> 91 50 t3 t3 FALSE 3.364538e-01 2.446464157
#> 92 50 t4 t4 FALSE 3.199233e-01 2.591321083
#> 93 51 t1 t1 FALSE -1.607310e-03 0.884308912
#> 94 51 t2 t2 FALSE -1.855391e-01 -0.423331088
#> 95 51 t3 t3 FALSE 4.129723e-01 2.596114199
#> 96 51 t4 t4 TRUE 2.987944e-01 2.815289829
#> 97 51 t5 t4 TRUE 2.987944e-01 2.815289829
#> 98 52 t1 t1 FALSE 6.936313e-02 0.914656368
#> 99 52 t2 t2 FALSE -1.311443e-01 -0.523124765
#> 100 52 t3 t3 FALSE 3.476219e-01 2.831783784
#> 101 52 t4 t4 FALSE 2.382622e-01 2.921076543
#> 102 52 t5 t5 FALSE 2.980555e-01 2.889059875
#> 103 53 t1 t1 FALSE 1.129863e-01 0.907306489
#> 104 53 t2 t2 FALSE -9.906520e-02 -0.701139383
#> 105 53 t3 t3 FALSE 4.169358e-01 2.991113573
#> 106 53 t4 t4 FALSE 2.049898e-01 3.046625254
#> 107 53 t5 t5 FALSE 2.954502e-01 2.996654241
#> 108 54 t1 t1 FALSE 6.996762e-02 0.921121398
#> 109 54 t2 t2 FALSE -8.633674e-02 -0.788790387
#> 110 54 t3 t3 FALSE 3.828656e-01 3.191620744
#> 111 54 t4 t4 FALSE 2.529663e-01 3.075167244
#> 112 54 t5 t5 FALSE 3.265415e-01 3.106269715
#> 113 55 t1 t1 FALSE 8.832092e-02 0.949658828
#> 114 55 t2 t2 TRUE -7.563639e-02 -0.862822549
#> 115 55 t6 t2 TRUE -7.563639e-02 -0.862822549
#> 116 55 t3 t3 FALSE 4.325076e-01 3.379624594
#> 117 55 t4 t4 FALSE 2.363412e-01 3.160804648
#> 118 55 t5 t5 FALSE 2.633181e-01 3.287482345
#> 119 56 t1 t1 FALSE 7.467601e-02 0.928438021
#> 120 56 t2 t2 FALSE -1.462647e-01 -0.809431340
#> 121 56 t3 t3 FALSE 4.760830e-01 3.509369271
#> 122 56 t4 t4 FALSE 2.186972e-01 3.144738621
#> 123 56 t5 t5 FALSE 2.180207e-01 3.386357527
#> 124 56 t6 t6 FALSE -7.537440e-02 -0.910849544
#> 125 57 t1 t1 FALSE 8.513892e-02 0.901849464
#> 126 57 t2 t2 FALSE -2.031528e-01 -0.950976132
#> 127 57 t3 t3 FALSE 4.298398e-01 3.724274720
#> 128 57 t4 t4 FALSE 2.826331e-01 3.147318142
#> 129 57 t5 t5 FALSE 1.988673e-01 3.351542003
#> 130 57 t6 t6 FALSE -1.010456e-02 -0.843333196
#> 131 58 t1 t1 FALSE 8.259761e-02 0.947682866
#> 132 58 t2 t2 FALSE -2.868070e-01 -1.084388914
#> 133 58 t3 t3 TRUE 3.994975e-01 3.889863289
#> 134 58 t7 t3 TRUE 3.994975e-01 3.889863289
#> 135 58 t4 t4 FALSE 2.586855e-01 3.261811703
#> 136 58 t5 t5 FALSE 2.238574e-01 3.273335491
#> 137 58 t6 t6 FALSE -1.476927e-01 -0.796031729
#> 138 59 t1 t1 FALSE 1.480122e-01 0.936196001
#> 139 59 t2 t2 FALSE -2.845916e-01 -1.248585377
#> 140 59 t3 t3 FALSE 4.210794e-01 4.063388137
#> 141 59 t4 t4 FALSE 2.424807e-01 3.282184241
#> 142 59 t5 t5 FALSE 2.524119e-01 3.218644641
#> 143 59 t6 t6 FALSE -1.285641e-01 -0.868852896
#> 144 59 t7 t7 FALSE 3.122298e-01 4.080931505
#> 145 60 t1 t1 FALSE 1.376310e-01 1.000316603
#> 146 60 t2 t2 FALSE -2.198062e-01 -1.395128983
#> 147 60 t3 t3 FALSE 4.471354e-01 4.161764176
#> 148 60 t4 t4 FALSE 2.614164e-01 3.397783367
#> 149 60 t5 t5 FALSE 2.270225e-01 3.241180002
#> 150 60 t6 t6 FALSE -1.618405e-01 -0.907593479
#> 151 60 t7 t7 FALSE 3.061445e-01 4.058349074
#> 152 61 t1 t1 FALSE 1.256429e-01 1.076464455
#> 153 61 t2 t2 FALSE -1.740905e-01 -1.524947075
#> 154 61 t3 t3 FALSE 4.661713e-01 4.245820621
#> 155 61 t4 t4 FALSE 2.200216e-01 3.395335520
#> 156 61 t5 t5 FALSE 2.950157e-01 3.187676526
#> 157 61 t6 t6 FALSE -1.602836e-01 -1.091660881
#> 158 61 t7 t7 FALSE 2.023395e-01 3.938477183
#> 159 62 t1 t1 FALSE 1.153541e-01 1.121541361
#> 160 62 t2 t2 FALSE -1.658275e-01 -1.566880210
#> 161 62 t3 t3 FALSE 3.540149e-01 4.385074923
#> 162 62 t4 t4 TRUE 2.518676e-01 3.383918553
#> 163 62 t8 t4 TRUE 2.518676e-01 3.383918553
#> 164 62 t5 t5 FALSE 2.819644e-01 3.301344905
#> 165 62 t6 t6 FALSE -1.778065e-01 -1.173204702
#> 166 62 t7 t7 FALSE 2.548167e-01 3.915940886
#> 167 63 t1 t1 TRUE 1.741116e-01 1.201081173
#> 168 63 t9 t1 TRUE 1.741116e-01 1.201081173
#> 169 63 t2 t2 FALSE -1.737585e-01 -1.629826456
#> 170 63 t3 t3 FALSE 4.010635e-01 4.384500558
#> 171 63 t4 t4 FALSE 2.409020e-01 3.439281222
#> 172 63 t5 t5 FALSE 2.767773e-01 3.408983487
#> 173 63 t6 t6 FALSE -1.896348e-01 -1.282706919
#> 174 63 t7 t7 FALSE 1.768412e-01 3.833528358
#> 175 63 t8 t8 FALSE 2.485523e-01 3.385783827
#> 176 64 t1 t1 FALSE 1.082120e-01 1.277091013
#> 177 64 t2 t2 FALSE -1.973713e-01 -1.733964653
#> 178 64 t3 t3 FALSE 3.054656e-01 4.461694888
#> 179 64 t4 t4 FALSE 1.796570e-01 3.470775259
#> 180 64 t5 t5 FALSE 2.807624e-01 3.581854532
#> 181 64 t6 t6 FALSE -1.262292e-01 -1.392291929
#> 182 64 t7 t7 FALSE 1.511077e-01 3.877514210
#> 183 64 t8 t8 FALSE 2.891509e-01 3.341401463
#> 184 64 t9 t9 FALSE 1.954760e-01 1.285156420
#> 185 65 t1 t1 FALSE 9.362204e-02 1.377718230
#> 186 65 t2 t2 FALSE -3.157970e-01 -1.782792805
#> 187 65 t3 t3 FALSE 2.262001e-01 4.443864319
#> 188 65 t4 t4 TRUE 1.832065e-01 3.447475223
#> 189 65 t10 t4 TRUE 1.832065e-01 3.447475223
#> 190 65 t5 t5 FALSE 1.945865e-01 3.700731123
#> 191 65 t6 t6 FALSE -1.421180e-01 -1.453158040
#> 192 65 t7 t7 FALSE 1.131772e-01 3.789746635
#> 193 65 t8 t8 FALSE 3.019893e-01 3.450017214
#> 194 65 t9 t9 FALSE 2.936765e-01 1.431866291
#> 195 66 t1 t1 FALSE 9.402636e-03 1.413910075
#> 196 66 t2 t2 FALSE -3.267154e-01 -1.882093440
#> 197 66 t3 t3 FALSE 1.682743e-01 4.417748962
#> 198 66 t4 t4 FALSE 9.944216e-02 3.493879538
#> 199 66 t5 t5 FALSE 1.082029e-01 3.584252283
#> 200 66 t6 t6 FALSE -2.023272e-01 -1.522889599
#> 201 66 t7 t7 FALSE 2.964451e-02 3.709382161
#> 202 66 t8 t8 FALSE 2.701118e-01 3.506638938
#> 203 66 t9 t9 FALSE 2.493278e-01 1.588469229
#> 204 66 t10 t10 FALSE 1.369166e-01 3.313487976
#> 205 67 t1 t1 FALSE -3.079975e-02 1.339211687
#> 206 67 t2 t2 FALSE -3.360170e-01 -2.095535502
#> 207 67 t3 t3 FALSE 1.240519e-01 4.338755026
#> 208 67 t4 t4 FALSE 1.452002e-01 3.341415369
#> 209 67 t5 t5 FALSE 2.264396e-01 3.578612162
#> 210 67 t6 t6 FALSE -2.272163e-01 -1.618529081
#> 211 67 t7 t7 FALSE 5.266199e-02 3.583559744
#> 212 67 t8 t8 TRUE 2.609069e-01 3.515903841
#> 213 67 t11 t8 TRUE 2.609069e-01 3.515903841
#> 214 67 t9 t9 FALSE 2.920398e-01 1.794951740
#> 215 67 t10 t10 FALSE 2.305143e-01 3.254497973
#> 216 68 t1 t1 FALSE -2.193416e-02 1.322875728
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#> 1793 115 t28 t28 FALSE 2.557523e-01 0.693814434
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#> 1795 115 t30 t30 FALSE 2.358990e-01 3.515818408
#> 1796 115 t31 t31 FALSE 1.326388e-01 0.671200835
#> 1797 115 t32 t32 FALSE 1.293508e-02 1.448475931
#> 1798 115 t33 t33 FALSE 3.136490e-01 5.103520057
#> 1799 115 t34 t34 FALSE 1.231395e-01 2.283729945
#> 1800 115 t35 t35 TRUE 1.662765e-01 3.386413759
#> 1801 115 t76 t35 TRUE 1.662765e-01 3.386413759
#> 1802 115 t36 t36 FALSE 9.421981e-02 1.704670542
#> 1803 115 t37 t37 FALSE -1.390225e-01 -1.819198265
#> 1804 115 t38 t38 FALSE 2.639406e-01 3.466684247
#> 1805 115 t39 t39 FALSE -2.511684e-01 -1.140508990
#> 1806 115 t40 t40 FALSE 2.069510e-01 1.587804425
#> 1807 115 t41 t41 FALSE -6.879464e-02 -0.328229547
#> 1808 115 t42 t42 FALSE 1.554796e-01 -0.163439276
#> 1809 115 t43 t43 FALSE 6.472369e-02 0.424839709
#> 1810 115 t44 t44 FALSE 1.671115e-01 -1.077341200
#> 1811 115 t45 t45 FALSE -7.269724e-02 1.116673967
#> 1812 115 t46 t46 TRUE 1.816480e-02 3.145420439
#> 1813 115 t77 t46 TRUE 1.816480e-02 3.145420439
#> 1814 115 t47 t47 FALSE -9.461462e-02 -0.044426501
#> 1815 115 t48 t48 FALSE -1.570308e-01 -0.330355459
#> 1816 115 t49 t49 FALSE 5.808236e-02 2.970076707
#> 1817 115 t50 t50 FALSE -9.538289e-02 0.424307736
#> 1818 115 t51 t51 FALSE -2.335910e-02 1.167776914
#> 1819 115 t52 t52 FALSE 3.194069e-02 0.798978998
#> 1820 115 t53 t53 FALSE 2.024138e-01 2.442057584
#> 1821 115 t54 t54 FALSE 1.386934e-01 2.337395785
#> 1822 115 t55 t55 FALSE 3.196828e-01 3.866243446
#> 1823 115 t56 t56 FALSE 1.474152e-01 1.070802883
#> 1824 115 t57 t57 FALSE -1.652589e-01 1.788421085
#> 1825 115 t58 t58 FALSE -1.361918e-01 -1.110811094
#> 1826 115 t59 t59 FALSE 3.491820e-02 1.532899871
#> 1827 115 t60 t60 FALSE 3.248135e-01 3.665543507
#> 1828 115 t61 t61 FALSE 3.099487e-01 4.043296061
#> 1829 115 t62 t62 FALSE -1.042380e-02 0.153467354
#> 1830 115 t63 t63 FALSE -3.891380e-01 -1.197234438
#> 1831 115 t64 t64 FALSE -9.547150e-02 -1.313031585
#> 1832 115 t65 t65 FALSE 2.053383e-02 1.664615258
#> 1833 115 t66 t66 FALSE 1.069281e-01 0.548793068
#> 1834 115 t67 t67 FALSE 3.409287e-01 3.558221498
#> 1835 115 t68 t68 FALSE -2.231890e-01 2.045039691
#> 1836 115 t69 t69 FALSE -1.528122e-01 -1.013784449
#> 1837 115 t70 t70 FALSE 2.799334e-01 3.424674702
#> 1838 115 t71 t71 FALSE 8.718866e-02 0.537118776
#> 1839 115 t72 t72 FALSE -3.970536e-02 -0.941690217
#> 1840 115 t73 t73 FALSE 2.328689e-01 2.474253564
#> 1841 115 t74 t74 FALSE 2.617905e-01 3.674031052
#> 1842 116 t1 t1 FALSE 4.791306e-02 1.144028205
#> 1843 116 t2 t2 FALSE 4.534636e-02 -0.664387811
#> 1844 116 t3 t3 FALSE -1.927881e-01 0.637405936
#> 1845 116 t4 t4 FALSE 8.016357e-03 0.244111798
#> 1846 116 t5 t5 FALSE 4.567566e-02 1.047524994
#> 1847 116 t6 t6 FALSE 6.579972e-02 -1.216931945
#> 1848 116 t7 t7 FALSE -2.517146e-02 -0.887800454
#> 1849 116 t8 t8 FALSE 1.785849e-01 2.894843321
#> 1850 116 t9 t9 FALSE -2.309971e-01 -2.658824806
#> 1851 116 t10 t10 FALSE -1.931444e-01 1.800082757
#> 1852 116 t11 t11 FALSE -1.434840e-01 -0.223137358
#> 1853 116 t12 t12 FALSE 5.681702e-02 0.352650869
#> 1854 116 t13 t13 FALSE -2.680833e-01 -1.042633422
#> 1855 116 t14 t14 FALSE 1.237520e-01 0.334797880
#> 1856 116 t15 t15 FALSE -1.066309e-01 1.796010505
#> 1857 116 t16 t16 FALSE 1.399925e-01 3.042486752
#> 1858 116 t17 t17 FALSE 3.210944e-01 3.754015993
#> 1859 116 t18 t18 FALSE -2.004291e-02 -0.347029133
#> 1860 116 t19 t19 FALSE 2.892998e-02 1.233956822
#> 1861 116 t20 t20 TRUE 3.687164e-02 2.114115450
#> 1862 116 t78 t20 TRUE 3.687164e-02 2.114115450
#> 1863 116 t21 t21 FALSE 7.025390e-02 1.716949957
#> 1864 116 t22 t22 FALSE -4.134002e-03 1.165104390
#> 1865 116 t23 t23 FALSE 2.911066e-02 1.053443723
#> 1866 116 t24 t24 FALSE -2.852165e-02 0.184235485
#> 1867 116 t25 t25 FALSE 1.634456e-01 0.642374456
#> 1868 116 t26 t26 FALSE -1.848989e-02 -0.940947127
#> 1869 116 t27 t27 TRUE -6.708811e-02 0.085370109
#> 1870 116 t79 t27 TRUE -6.708811e-02 0.085370109
#> 1871 116 t28 t28 FALSE 2.079638e-01 0.824178097
#> 1872 116 t29 t29 FALSE 4.749455e-02 1.373335023
#> 1873 116 t30 t30 FALSE 2.196446e-01 3.550469377
#> 1874 116 t31 t31 FALSE 1.376588e-01 0.838016713
#> 1875 116 t32 t32 FALSE -6.028399e-02 1.409098140
#> 1876 116 t33 t33 FALSE 3.431891e-01 5.143517084
#> 1877 116 t34 t34 FALSE 1.466746e-01 2.318844545
#> 1878 116 t35 t35 FALSE 1.912458e-01 3.388431749
#> 1879 116 t36 t36 FALSE 1.060917e-01 1.731512081
#> 1880 116 t37 t37 FALSE -9.308710e-02 -1.837124072
#> 1881 116 t38 t38 FALSE 2.380937e-01 3.429504859
#> 1882 116 t39 t39 FALSE -2.514362e-01 -1.196414435
#> 1883 116 t40 t40 FALSE 2.850457e-01 1.687634212
#> 1884 116 t41 t41 FALSE 7.243268e-03 -0.299395195
#> 1885 116 t42 t42 FALSE 1.848048e-01 0.022640188
#> 1886 116 t43 t43 FALSE 1.143141e-01 0.416586898
#> 1887 116 t44 t44 FALSE 4.291975e-02 -0.844868514
#> 1888 116 t45 t45 FALSE -7.069894e-02 1.045061157
#> 1889 116 t46 t46 FALSE 2.192569e-02 2.911433401
#> 1890 116 t47 t47 FALSE -1.628479e-02 -0.141744328
#> 1891 116 t48 t48 FALSE -1.354201e-01 -0.454592130
#> 1892 116 t49 t49 FALSE 7.684874e-02 2.939487399
#> 1893 116 t50 t50 FALSE -2.115173e-01 0.319037361
#> 1894 116 t51 t51 FALSE -5.749992e-02 1.023495194
#> 1895 116 t52 t52 FALSE 3.212588e-02 0.783307135
#> 1896 116 t53 t53 FALSE 1.532569e-01 2.468938702
#> 1897 116 t54 t54 FALSE 6.113419e-02 2.173789267
#> 1898 116 t55 t55 FALSE 3.970181e-01 3.878707835
#> 1899 116 t56 t56 FALSE 1.241857e-01 1.161065159
#> 1900 116 t57 t57 TRUE -1.558161e-01 1.570755971
#> 1901 116 t80 t57 TRUE -1.558161e-01 1.570755971
#> 1902 116 t58 t58 FALSE -1.008614e-01 -1.233020577
#> 1903 116 t59 t59 FALSE 2.655714e-02 1.464231713
#> 1904 116 t60 t60 FALSE 4.348635e-01 3.775728426
#> 1905 116 t61 t61 FALSE 3.365873e-01 4.159619870
#> 1906 116 t62 t62 FALSE 3.276322e-02 0.067338718
#> 1907 116 t63 t63 FALSE -3.518288e-01 -1.468075185
#> 1908 116 t64 t64 FALSE -3.003211e-02 -1.349921514
#> 1909 116 t65 t65 FALSE -5.906947e-03 1.627649296
#> 1910 116 t66 t66 FALSE 9.719552e-02 0.598721104
#> 1911 116 t67 t67 FALSE 3.084810e-01 3.691432435
#> 1912 116 t68 t68 FALSE -2.400603e-01 1.792887192
#> 1913 116 t69 t69 TRUE -1.378582e-01 -1.075155340
#> 1914 116 t81 t69 TRUE -1.378582e-01 -1.075155340
#> 1915 116 t70 t70 FALSE 3.068529e-01 3.564015816
#> 1916 116 t71 t71 FALSE 1.054025e-01 0.605688029
#> 1917 116 t72 t72 FALSE -8.290338e-02 -0.952465331
#> 1918 116 t73 t73 FALSE 2.539093e-01 2.505843768
#> 1919 116 t74 t74 FALSE 2.253042e-01 3.653862599
#> 1920 116 t75 t75 FALSE 7.216035e-02 -1.245074745
#> 1921 116 t76 t76 FALSE 2.160301e-01 3.301218771
#> 1922 116 t77 t77 FALSE -6.878119e-03 3.017114076
#> 1923 117 t1 t1 FALSE 7.884764e-02 1.182268575
#> 1924 117 t2 t2 FALSE 2.513910e-02 -0.649609859
#> 1925 117 t3 t3 FALSE -1.765887e-01 0.434568452
#> 1926 117 t4 t4 TRUE -4.081381e-02 0.224153778
#> 1927 117 t82 t4 TRUE -4.081381e-02 0.224153778
#> 1928 117 t5 t5 FALSE 3.023307e-04 0.974175473
#> 1929 117 t6 t6 FALSE 5.672710e-02 -1.023066139
#> 1930 117 t7 t7 TRUE -3.867727e-02 -0.914052168
#> 1931 117 t83 t7 TRUE -3.867727e-02 -0.914052168
#> 1932 117 t8 t8 FALSE 1.776916e-01 2.969688991
#> 1933 117 t9 t9 FALSE -2.251111e-01 -2.722860834
#> 1934 117 t10 t10 FALSE -1.841512e-01 1.508818653
#> 1935 117 t11 t11 FALSE -7.953981e-02 -0.267273974
#> 1936 117 t12 t12 FALSE 5.183331e-02 0.367042964
#> 1937 117 t13 t13 FALSE -2.337432e-01 -1.217611854
#> 1938 117 t14 t14 FALSE 2.548947e-01 0.444058571
#> 1939 117 t15 t15 FALSE -1.097835e-01 1.618587746
#> 1940 117 t16 t16 FALSE 9.852294e-02 2.974275313
#> 1941 117 t17 t17 FALSE 2.965684e-01 3.781424681
#> 1942 117 t18 t18 FALSE 9.102897e-02 -0.383769688
#> 1943 117 t19 t19 FALSE 1.158087e-01 1.211232277
#> 1944 117 t20 t20 FALSE 2.672641e-02 2.013587887
#> 1945 117 t21 t21 FALSE 1.076635e-01 1.662880845
#> 1946 117 t22 t22 FALSE 1.067356e-02 1.079372613
#> 1947 117 t23 t23 FALSE 6.642222e-02 0.989406906
#> 1948 117 t24 t24 FALSE 1.085559e-02 0.163908052
#> 1949 117 t25 t25 FALSE 9.337159e-02 0.712929104
#> 1950 117 t26 t26 FALSE 1.007855e-02 -0.963984611
#> 1951 117 t27 t27 FALSE -3.004070e-02 0.032957406
#> 1952 117 t28 t28 FALSE 1.677643e-01 1.003120199
#> 1953 117 t29 t29 FALSE 1.483477e-02 1.307611562
#> 1954 117 t30 t30 FALSE 3.117039e-01 3.492426525
#> 1955 117 t31 t31 FALSE 1.315721e-01 0.898561638
#> 1956 117 t32 t32 FALSE -6.605693e-02 1.374512473
#> 1957 117 t33 t33 FALSE 3.386001e-01 5.111295812
#> 1958 117 t34 t34 FALSE 2.049187e-01 2.373549872
#> 1959 117 t35 t35 FALSE 2.503181e-01 3.343639003
#> 1960 117 t36 t36 FALSE 8.832849e-02 1.834134232
#> 1961 117 t37 t37 FALSE -1.397280e-01 -1.876659438
#> 1962 117 t38 t38 FALSE 2.504662e-01 3.522346347
#> 1963 117 t39 t39 FALSE -2.535149e-01 -1.340315811
#> 1964 117 t40 t40 FALSE 1.755180e-01 1.766739248
#> 1965 117 t41 t41 FALSE 1.449412e-03 -0.199226173
#> 1966 117 t42 t42 FALSE 7.615145e-02 0.146619483
#> 1967 117 t43 t43 FALSE 9.269562e-02 0.533579744
#> 1968 117 t44 t44 FALSE 9.921083e-02 -0.772666897
#> 1969 117 t45 t45 FALSE -8.185782e-02 0.861517165
#> 1970 117 t46 t46 FALSE 3.419976e-02 2.779552535
#> 1971 117 t47 t47 FALSE 2.966138e-02 -0.210329975
#> 1972 117 t48 t48 FALSE -1.760850e-01 -0.520031102
#> 1973 117 t49 t49 FALSE 1.746694e-02 2.857418984
#> 1974 117 t50 t50 TRUE -2.260614e-01 0.147831892
#> 1975 117 t84 t50 TRUE -2.260614e-01 0.147831892
#> 1976 117 t51 t51 FALSE -7.445536e-02 0.941634582
#> 1977 117 t52 t52 FALSE 5.741775e-02 0.666578781
#> 1978 117 t53 t53 TRUE 1.553736e-01 2.439388667
#> 1979 117 t85 t53 TRUE 1.553736e-01 2.439388667
#> 1980 117 t54 t54 FALSE 2.277277e-02 2.094024940
#> 1981 117 t55 t55 FALSE 3.363195e-01 3.983015303
#> 1982 117 t56 t56 FALSE 1.709775e-01 1.212050319
#> 1983 117 t57 t57 FALSE -1.461718e-01 1.491259049
#> 1984 117 t58 t58 FALSE -9.741443e-02 -1.256442483
#> 1985 117 t59 t59 FALSE 6.421116e-03 1.359022879
#> 1986 117 t60 t60 FALSE 4.051159e-01 4.005232144
#> 1987 117 t61 t61 FALSE 3.731449e-01 4.229666583
#> 1988 117 t62 t62 FALSE 4.803784e-02 0.117391141
#> 1989 117 t63 t63 FALSE -3.100480e-01 -1.716760755
#> 1990 117 t64 t64 FALSE -1.958585e-02 -1.383064130
#> 1991 117 t65 t65 FALSE -1.411390e-02 1.596065306
#> 1992 117 t66 t66 FALSE 7.261494e-02 0.725144999
#> 1993 117 t67 t67 FALSE 3.075453e-01 3.749232102
#> 1994 117 t68 t68 FALSE -1.780689e-01 1.395321434
#> 1995 117 t69 t69 FALSE -2.168548e-01 -1.171426412
#> 1996 117 t70 t70 FALSE 2.907047e-01 3.597091147
#> 1997 117 t71 t71 FALSE 8.997967e-02 0.691831083
#> 1998 117 t72 t72 FALSE -7.234244e-02 -0.916836781
#> 1999 117 t73 t73 FALSE 2.345423e-01 2.557368560
#> 2000 117 t74 t74 FALSE 2.412856e-01 3.557966528
#> 2001 117 t75 t75 FALSE 8.364500e-02 -1.082317820
#> 2002 117 t76 t76 FALSE 1.219486e-01 3.264265243
#> 2003 117 t77 t77 FALSE 2.037264e-02 2.899664650
#> 2004 117 t78 t78 FALSE 5.148094e-02 2.064320432
#> 2005 117 t79 t79 FALSE -5.481403e-02 -0.018749205
#> 2006 117 t80 t80 FALSE -1.452111e-01 1.402331917
#> 2007 117 t81 t81 FALSE -1.937484e-01 -1.164220572
#> 2008 118 t1 t1 FALSE 8.463033e-02 1.202264898
#> 2009 118 t2 t2 FALSE 7.167345e-02 -0.579049857
#> 2010 118 t3 t3 FALSE -1.904153e-01 0.310463996
#> 2011 118 t4 t4 FALSE -3.922416e-02 0.205004197
#> 2012 118 t5 t5 FALSE 6.110344e-02 0.911047167
#> 2013 118 t6 t6 FALSE 3.397484e-02 -0.991452725
#> 2014 118 t7 t7 FALSE -1.720434e-02 -0.954396838
#> 2015 118 t8 t8 FALSE 2.188847e-01 2.912339595
#> 2016 118 t9 t9 FALSE -1.202276e-01 -2.683236674
#> 2017 118 t10 t10 FALSE -2.184300e-01 1.162704678
#> 2018 118 t11 t11 FALSE -1.404000e-01 -0.298581477
#> 2019 118 t12 t12 FALSE 1.680852e-01 0.357884435
#> 2020 118 t13 t13 FALSE -2.738041e-01 -1.368066408
#> 2021 118 t14 t14 FALSE 1.413116e-01 0.660407653
#> 2022 118 t15 t15 FALSE -1.755721e-01 1.445013870
#> 2023 118 t16 t16 FALSE 3.803011e-02 2.921979387
#> 2024 118 t17 t17 TRUE 2.579160e-01 3.794059899
#> 2025 118 t86 t17 TRUE 2.579160e-01 3.794059899
#> 2026 118 t18 t18 FALSE 8.654180e-02 -0.242645655
#> 2027 118 t19 t19 FALSE 2.530057e-01 1.155715157
#> 2028 118 t20 t20 FALSE -2.240203e-02 1.960511286
#> 2029 118 t21 t21 FALSE 2.639750e-02 1.775935378
#> 2030 118 t22 t22 FALSE 2.976011e-02 1.039839573
#> 2031 118 t23 t23 FALSE 1.005350e-02 1.026806910
#> 2032 118 t24 t24 FALSE 3.266959e-02 0.245752527
#> 2033 118 t25 t25 FALSE 1.806331e-01 0.733090782
#> 2034 118 t26 t26 FALSE -1.191764e-01 -0.941607034
#> 2035 118 t27 t27 FALSE -9.138189e-02 -0.033464959
#> 2036 118 t28 t28 FALSE 1.861629e-01 1.125419269
#> 2037 118 t29 t29 FALSE -4.879731e-02 1.208878533
#> 2038 118 t30 t30 FALSE 2.659795e-01 3.621367703
#> 2039 118 t31 t31 FALSE 1.045661e-01 1.046250031
#> 2040 118 t32 t32 FALSE -3.461686e-02 1.233945073
#> 2041 118 t33 t33 FALSE 3.880261e-01 5.017090102
#> 2042 118 t34 t34 FALSE 1.833757e-01 2.429064572
#> 2043 118 t35 t35 FALSE 1.919180e-01 3.413449023
#> 2044 118 t36 t36 FALSE 8.185123e-02 1.780738307
#> 2045 118 t37 t37 FALSE -6.862158e-02 -1.996633142
#> 2046 118 t38 t38 FALSE 2.964139e-01 3.539198075
#> 2047 118 t39 t39 FALSE -2.231484e-01 -1.460862709
#> 2048 118 t40 t40 FALSE 1.224690e-01 1.841638190
#> 2049 118 t41 t41 FALSE 7.796063e-02 -0.159353244
#> 2050 118 t42 t42 FALSE 9.744807e-02 0.200495566
#> 2051 118 t43 t43 FALSE 4.450084e-02 0.559477203
#> 2052 118 t44 t44 FALSE 1.080745e-01 -0.625166007
#> 2053 118 t45 t45 FALSE -2.993128e-02 0.762013323
#> 2054 118 t46 t46 FALSE 8.422393e-02 2.719208321
#> 2055 118 t47 t47 FALSE 5.303397e-02 -0.134012729
#> 2056 118 t48 t48 FALSE -1.601996e-01 -0.608403669
#> 2057 118 t49 t49 FALSE -4.001236e-02 2.716053670
#> 2058 118 t50 t50 FALSE -1.672629e-01 -0.080102524
#> 2059 118 t51 t51 FALSE 3.138465e-02 0.866198720
#> 2060 118 t52 t52 FALSE 9.147422e-02 0.734664157
#> 2061 118 t53 t53 FALSE 1.887181e-01 2.427092102
#> 2062 118 t54 t54 TRUE 7.565282e-02 2.022031344
#> 2063 118 t87 t54 TRUE 7.565282e-02 2.022031344
#> 2064 118 t55 t55 FALSE 2.870687e-01 4.194552835
#> 2065 118 t56 t56 FALSE 1.493499e-01 1.338489263
#> 2066 118 t57 t57 FALSE -2.364382e-01 1.302987609
#> 2067 118 t58 t58 FALSE -9.936539e-02 -1.282634592
#> 2068 118 t59 t59 FALSE -2.247435e-02 1.252343793
#> 2069 118 t60 t60 TRUE 4.060056e-01 4.086285529
#> 2070 118 t88 t60 TRUE 4.060056e-01 4.086285529
#> 2071 118 t61 t61 FALSE 3.517421e-01 4.305409466
#> 2072 118 t62 t62 FALSE 1.151129e-01 0.143529117
#> 2073 118 t63 t63 FALSE -3.475520e-01 -1.934105067
#> 2074 118 t64 t64 FALSE 1.692004e-02 -1.341469077
#> 2075 118 t65 t65 FALSE -3.627748e-02 1.482876936
#> 2076 118 t66 t66 FALSE 6.029441e-02 0.768596683
#> 2077 118 t67 t67 FALSE 2.721827e-01 3.771902207
#> 2078 118 t68 t68 TRUE -1.044386e-01 1.089119782
#> 2079 118 t89 t68 TRUE -1.044386e-01 1.089119782
#> 2080 118 t69 t69 FALSE -2.004527e-01 -1.220082380
#> 2081 118 t70 t70 FALSE 2.622473e-01 3.600537706
#> 2082 118 t71 t71 FALSE 4.870619e-02 0.755745583
#> 2083 118 t72 t72 FALSE -2.065255e-02 -0.911968931
#> 2084 118 t73 t73 FALSE 1.604784e-01 2.531911140
#> 2085 118 t74 t74 FALSE 2.604083e-01 3.642752973
#> 2086 118 t75 t75 FALSE 7.522174e-02 -0.985901735
#> 2087 118 t76 t76 FALSE 1.458450e-01 3.128510489
#> 2088 118 t77 t77 FALSE 4.357731e-02 2.801335711
#> 2089 118 t78 t78 FALSE 8.408603e-02 2.028708750
#> 2090 118 t79 t79 FALSE -5.457381e-02 -0.140227013
#> 2091 118 t80 t80 FALSE -1.610330e-01 1.247094413
#> 2092 118 t81 t81 FALSE -1.784737e-01 -1.286797396
#> 2093 118 t82 t82 FALSE -3.747934e-02 0.125532712
#> 2094 118 t83 t83 FALSE -3.801427e-02 -0.856918787
#> 2095 118 t84 t84 FALSE -1.373802e-01 0.049757105
#> 2096 118 t85 t85 TRUE 2.327105e-01 2.559885551
#> 2097 118 t90 t85 TRUE 2.327105e-01 2.559885551
#> 2098 119 t1 t1 FALSE 8.883290e-02 1.268562393
#> 2099 119 t2 t2 FALSE 7.664885e-02 -0.435561140
#> 2100 119 t3 t3 FALSE -1.950260e-01 0.082196785
#> 2101 119 t4 t4 FALSE 7.177036e-02 0.217655512
#> 2102 119 t5 t5 FALSE 8.084107e-02 0.949339114
#> 2103 119 t6 t6 FALSE 1.210522e-01 -0.925042060
#> 2104 119 t7 t7 FALSE 9.756883e-04 -1.026345110
#> 2105 119 t8 t8 FALSE 1.241648e-01 2.896530641
#> 2106 119 t9 t9 FALSE -1.148292e-01 -2.656540059
#> 2107 119 t10 t10 FALSE -3.672105e-01 1.020202974
#> 2108 119 t11 t11 FALSE -1.086206e-01 -0.467602054
#> 2109 119 t12 t12 FALSE 1.310280e-01 0.534441351
#> 2110 119 t13 t13 FALSE -2.477314e-01 -1.587777385
#> 2111 119 t14 t14 FALSE 1.717647e-01 0.725796290
#> 2112 119 t15 t15 FALSE -2.413093e-01 1.188648686
#> 2113 119 t16 t16 FALSE 1.312488e-01 2.872816846
#> 2114 119 t17 t17 FALSE 2.678204e-01 3.855677205
#> 2115 119 t18 t18 FALSE 1.967128e-01 -0.323790562
#> 2116 119 t19 t19 FALSE 2.841082e-01 1.365089103
#> 2117 119 t20 t20 FALSE -3.218233e-02 1.832587769
#> 2118 119 t21 t21 FALSE 7.400121e-03 1.687492459
#> 2119 119 t22 t22 FALSE 1.637568e-03 0.989906901
#> 2120 119 t23 t23 FALSE 5.239314e-03 0.997021281
#> 2121 119 t24 t24 FALSE -1.136289e-04 0.296708197
#> 2122 119 t25 t25 TRUE 2.450425e-01 0.784135469
#> 2123 119 t91 t25 TRUE 2.450425e-01 0.784135469
#> 2124 119 t26 t26 FALSE -1.857335e-01 -1.008633454
#> 2125 119 t27 t27 FALSE -1.130257e-01 -0.102648056
#> 2126 119 t28 t28 FALSE 1.585984e-01 1.143495129
#> 2127 119 t29 t29 FALSE -1.255537e-01 1.200543872
#> 2128 119 t30 t30 FALSE 3.223260e-01 3.550357588
#> 2129 119 t31 t31 FALSE 4.610189e-02 1.059664917
#> 2130 119 t32 t32 FALSE -6.098792e-02 1.146744042
#> 2131 119 t33 t33 FALSE 3.850232e-01 5.071373465
#> 2132 119 t34 t34 FALSE 1.552068e-01 2.498649732
#> 2133 119 t35 t35 FALSE 1.091908e-01 3.390890262
#> 2134 119 t36 t36 FALSE 8.379021e-02 1.758411231
#> 2135 119 t37 t37 FALSE 1.883503e-02 -1.959239700
#> 2136 119 t38 t38 FALSE 2.293995e-01 3.585721002
#> 2137 119 t39 t39 FALSE -1.946784e-01 -1.548824096
#> 2138 119 t40 t40 FALSE 1.427987e-01 1.764336573
#> 2139 119 t41 t41 FALSE 1.165499e-01 -0.056953691
#> 2140 119 t42 t42 FALSE 9.920321e-02 0.277518867
#> 2141 119 t43 t43 FALSE -3.349779e-02 0.639640085
#> 2142 119 t44 t44 FALSE 1.866846e-01 -0.539834001
#> 2143 119 t45 t45 FALSE -1.069394e-02 0.723798277
#> 2144 119 t46 t46 FALSE 1.391607e-01 2.708230622
#> 2145 119 t47 t47 FALSE 1.182446e-03 -0.069394449
#> 2146 119 t48 t48 FALSE -2.350342e-01 -0.612933579
#> 2147 119 t49 t49 FALSE -7.248862e-02 2.484842361
#> 2148 119 t50 t50 FALSE -1.943871e-01 -0.202421118
#> 2149 119 t51 t51 FALSE 1.384216e-02 0.868396314
#> 2150 119 t52 t52 FALSE 8.107691e-02 0.790593838
#> 2151 119 t53 t53 FALSE 1.887674e-01 2.489336195
#> 2152 119 t54 t54 FALSE 2.859571e-02 2.063351112
#> 2153 119 t55 t55 FALSE 2.996535e-01 4.304572370
#> 2154 119 t56 t56 FALSE 1.839617e-01 1.333347608
#> 2155 119 t57 t57 FALSE -2.678138e-01 1.031306091
#> 2156 119 t58 t58 FALSE -7.965361e-02 -1.305599637
#> 2157 119 t59 t59 FALSE -3.163275e-02 1.140798190
#> 2158 119 t60 t60 TRUE 3.860402e-01 4.233945986
#> 2159 119 t92 t60 TRUE 3.860402e-01 4.233945986
#> 2160 119 t61 t61 FALSE 3.042612e-01 4.270515421
#> 2161 119 t62 t62 FALSE 1.952762e-01 0.243921271
#> 2162 119 t63 t63 FALSE -3.647977e-01 -2.082891156
#> 2163 119 t64 t64 FALSE -6.255485e-02 -1.223028669
#> 2164 119 t65 t65 FALSE -6.443584e-03 1.479510330
#> 2165 119 t66 t66 FALSE 5.757141e-02 0.753427887
#> 2166 119 t67 t67 FALSE 2.611464e-01 3.811486915
#> 2167 119 t68 t68 FALSE -6.646046e-02 1.010503925
#> 2168 119 t69 t69 FALSE -1.151590e-01 -1.333110588
#> 2169 119 t70 t70 FALSE 2.333974e-01 3.669182729
#> 2170 119 t71 t71 FALSE 7.442861e-02 0.841251121
#> 2171 119 t72 t72 FALSE 1.479463e-02 -1.005895316
#> 2172 119 t73 t73 FALSE 2.229818e-01 2.562243051
#> 2173 119 t74 t74 FALSE 2.520591e-01 3.655209670
#> 2174 119 t75 t75 FALSE 2.531312e-02 -0.840971840
#> 2175 119 t76 t76 FALSE 1.325144e-02 3.056610391
#> 2176 119 t77 t77 FALSE 7.618304e-02 2.579003346
#> 2177 119 t78 t78 FALSE 4.331640e-02 2.065437855
#> 2178 119 t79 t79 FALSE -7.662125e-02 -0.250955923
#> 2179 119 t80 t80 FALSE -9.603541e-02 1.014440220
#> 2180 119 t81 t81 FALSE -1.462613e-01 -1.290967374
#> 2181 119 t82 t82 FALSE -8.136284e-02 0.020129941
#> 2182 119 t83 t83 FALSE -7.085693e-02 -0.871158658
#> 2183 119 t84 t84 FALSE -1.089924e-01 -0.147670682
#> 2184 119 t85 t85 FALSE 2.339531e-01 2.588583544
#> 2185 119 t86 t86 FALSE 2.580396e-01 3.837824559
#> 2186 119 t87 t87 FALSE 6.697509e-02 1.921064641
#> 2187 119 t88 t88 FALSE 4.364963e-01 4.182134423
#> 2188 119 t89 t89 FALSE -9.428196e-02 0.931160638
#> 2189 119 t90 t90 FALSE 1.827474e-01 2.630827377
#> 2190 120 t1 t1 FALSE -3.525837e-02 1.282949561
#> 2191 120 t2 t2 TRUE 1.105902e-01 -0.345544813
#> 2192 120 t93 t2 TRUE 1.105902e-01 -0.345544813
#> 2193 120 t3 t3 FALSE -2.268314e-01 -0.051956114
#> 2194 120 t4 t4 FALSE 1.365616e-02 0.308394845
#> 2195 120 t5 t5 FALSE 1.157208e-01 0.910828263
#> 2196 120 t6 t6 FALSE 1.032271e-01 -0.821380720
#> 2197 120 t7 t7 FALSE -8.154312e-02 -0.947528358
#> 2198 120 t8 t8 TRUE 2.072762e-02 2.783034295
#> 2199 120 t94 t8 TRUE 2.072762e-02 2.783034295
#> 2200 120 t9 t9 FALSE -5.286829e-02 -2.633774356
#> 2201 120 t10 t10 FALSE -2.700724e-01 0.673400239
#> 2202 120 t11 t11 FALSE 4.191465e-02 -0.476143237
#> 2203 120 t12 t12 FALSE 1.286041e-01 0.747776573
#> 2204 120 t13 t13 FALSE -2.031042e-01 -1.791716399
#> 2205 120 t14 t14 FALSE 1.445732e-01 0.859904169
#> 2206 120 t15 t15 FALSE -2.124705e-01 1.022669277
#> 2207 120 t16 t16 FALSE 1.963718e-01 2.818283942
#> 2208 120 t17 t17 FALSE 2.130854e-01 3.846162855
#> 2209 120 t18 t18 FALSE 1.540706e-01 -0.264771613
#> 2210 120 t19 t19 FALSE 2.485995e-01 1.526785223
#> 2211 120 t20 t20 FALSE 9.087704e-02 1.700773992
#> 2212 120 t21 t21 FALSE -8.252917e-03 1.612126476
#> 2213 120 t22 t22 FALSE -2.647470e-02 0.963534544
#> 2214 120 t23 t23 FALSE 1.912036e-03 0.861133825
#> 2215 120 t24 t24 FALSE -1.848625e-02 0.320793403
#> 2216 120 t25 t25 FALSE 1.927755e-01 0.942550501
#> 2217 120 t26 t26 FALSE -2.119092e-01 -1.083253321
#> 2218 120 t27 t27 FALSE -6.289621e-02 -0.184884066
#> 2219 120 t28 t28 FALSE 2.022724e-01 1.341726297
#> 2220 120 t29 t29 FALSE -1.633310e-01 1.035581628
#> 2221 120 t30 t30 FALSE 2.492627e-01 3.652101858
#> 2222 120 t31 t31 FALSE 1.689479e-01 0.995361086
#> 2223 120 t32 t32 FALSE -3.354117e-02 1.069287697
#> 2224 120 t33 t33 FALSE 3.931867e-01 5.088135777
#> 2225 120 t34 t34 FALSE 2.071531e-01 2.512009924
#> 2226 120 t35 t35 FALSE 1.800166e-01 3.401199697
#> 2227 120 t36 t36 FALSE 1.488563e-01 1.677600103
#> 2228 120 t37 t37 FALSE 2.712105e-02 -1.901097794
#> 2229 120 t38 t38 FALSE 2.101775e-01 3.644023797
#> 2230 120 t39 t39 FALSE -2.441772e-01 -1.614214452
#> 2231 120 t40 t40 FALSE 1.859472e-01 1.788220683
#> 2232 120 t41 t41 FALSE 9.087225e-02 0.072354392
#> 2233 120 t42 t42 FALSE 1.110934e-01 0.347662916
#> 2234 120 t43 t43 FALSE -4.036109e-02 0.609585868
#> 2235 120 t44 t44 FALSE 1.703849e-01 -0.342451046
#> 2236 120 t45 t45 FALSE 8.014040e-03 0.671362917
#> 2237 120 t46 t46 FALSE 1.243187e-01 2.663817366
#> 2238 120 t47 t47 FALSE -2.764830e-02 -0.108566409
#> 2239 120 t48 t48 FALSE -2.904018e-01 -0.719854600
#> 2240 120 t49 t49 FALSE -5.941060e-02 2.368063499
#> 2241 120 t50 t50 FALSE -9.719266e-02 -0.398342456
#> 2242 120 t51 t51 FALSE 3.899616e-02 0.936439368
#> 2243 120 t52 t52 FALSE 3.959131e-02 0.794600468
#> 2244 120 t53 t53 TRUE 2.138843e-01 2.568122486
#> 2245 120 t95 t53 TRUE 2.138843e-01 2.568122486
#> 2246 120 t54 t54 FALSE 1.377130e-01 1.927528434
#> 2247 120 t55 t55 FALSE 2.421253e-01 4.344171981
#> 2248 120 t56 t56 FALSE 1.100705e-01 1.441688761
#> 2249 120 t57 t57 FALSE -2.983779e-01 0.790689761
#> 2250 120 t58 t58 FALSE 1.725862e-02 -1.291675779
#> 2251 120 t59 t59 FALSE -1.515720e-01 1.108017435
#> 2252 120 t60 t60 FALSE 3.803126e-01 4.226555183
#> 2253 120 t61 t61 TRUE 2.000566e-01 4.366307702
#> 2254 120 t96 t61 TRUE 2.000566e-01 4.366307702
#> 2255 120 t62 t62 FALSE 1.747887e-01 0.355434779
#> 2256 120 t63 t63 FALSE -2.605639e-01 -2.234111593
#> 2257 120 t64 t64 FALSE -1.877654e-02 -1.249393084
#> 2258 120 t65 t65 FALSE 1.329271e-01 1.360793377
#> 2259 120 t66 t66 TRUE 1.118475e-01 0.756965905
#> 2260 120 t97 t66 TRUE 1.118475e-01 0.756965905
#> 2261 120 t67 t67 FALSE 2.180887e-01 3.829168723
#> 2262 120 t68 t68 FALSE 2.471039e-02 0.986563533
#> 2263 120 t69 t69 TRUE -4.430193e-02 -1.455565720
#> 2264 120 t98 t69 TRUE -4.430193e-02 -1.455565720
#> 2265 120 t70 t70 FALSE 2.922363e-01 3.631430266
#> 2266 120 t71 t71 FALSE 8.780725e-02 0.857649623
#> 2267 120 t72 t72 FALSE 6.552079e-02 -0.938580901
#> 2268 120 t73 t73 FALSE 1.153854e-01 2.592337097
#> 2269 120 t74 t74 FALSE 2.767204e-01 3.651624854
#> 2270 120 t75 t75 FALSE 8.248192e-02 -0.873342658
#> 2271 120 t76 t76 FALSE 1.435209e-02 3.005496420
#> 2272 120 t77 t77 FALSE 1.599051e-01 2.459001118
#> 2273 120 t78 t78 FALSE -4.215036e-02 2.021989248
#> 2274 120 t79 t79 FALSE -6.634715e-02 -0.252405920
#> 2275 120 t80 t80 FALSE -2.532523e-02 0.866235459
#> 2276 120 t81 t81 FALSE -6.789759e-02 -1.352447138
#> 2277 120 t82 t82 FALSE -8.516894e-02 -0.037318317
#> 2278 120 t83 t83 FALSE -7.036265e-02 -0.871631553
#> 2279 120 t84 t84 FALSE -9.527504e-02 -0.111187208
#> 2280 120 t85 t85 FALSE 2.833355e-01 2.686769524
#> 2281 120 t86 t86 FALSE 2.367024e-01 3.825413155
#> 2282 120 t87 t87 TRUE 4.520014e-02 1.906317128
#> 2283 120 t99 t87 TRUE 4.520014e-02 1.906317128
#> 2284 120 t88 t88 FALSE 4.882798e-01 4.262109122
#> 2285 120 t89 t89 FALSE -9.567270e-02 0.781655874
#> 2286 120 t90 t90 FALSE 1.430404e-01 2.676080649
#> 2287 120 t91 t91 FALSE 3.473872e-01 0.902399905
#> 2288 120 t92 t92 FALSE 3.476171e-01 4.395826035
#> 2289 121 t1 t1 FALSE -1.068402e-01 1.218895381
#> 2290 121 t2 t2 FALSE 9.998579e-02 -0.274526233
#> 2291 121 t3 t3 FALSE -1.810451e-01 -0.312325037
#> 2292 121 t4 t4 FALSE -2.815872e-03 0.281611461
#> 2293 121 t5 t5 FALSE 1.341246e-01 0.867747894
#> 2294 121 t6 t6 FALSE 1.136347e-01 -0.652984979
#> 2295 121 t7 t7 FALSE -8.405637e-02 -0.869870520
#> 2296 121 t8 t8 FALSE 1.996194e-02 2.655006192
#> 2297 121 t9 t9 FALSE -1.007000e-01 -2.527991737
#> 2298 121 t10 t10 FALSE -2.228565e-01 0.410805355
#> 2299 121 t11 t11 FALSE 3.909691e-02 -0.497551295
#> 2300 121 t12 t12 FALSE 1.711897e-01 0.842147446
#> 2301 121 t13 t13 FALSE -1.628845e-01 -1.812272135
#> 2302 121 t14 t14 FALSE 6.025151e-02 0.903310666
#> 2303 121 t15 t15 FALSE -2.067650e-01 0.815083654
#> 2304 121 t16 t16 FALSE 2.562242e-01 2.817600539
#> 2305 121 t17 t17 FALSE 2.549830e-01 3.803330794
#> 2306 121 t18 t18 FALSE 1.659117e-01 -0.193749290
#> 2307 121 t19 t19 FALSE 3.121916e-01 1.751879544
#> 2308 121 t20 t20 FALSE -5.445108e-02 1.723330973
#> 2309 121 t21 t21 FALSE 9.865631e-02 1.500130839
#> 2310 121 t22 t22 FALSE -4.682983e-02 0.952934863
#> 2311 121 t23 t23 FALSE 3.266715e-02 0.792506290
#> 2312 121 t24 t24 FALSE 1.956803e-03 0.259226211
#> 2313 121 t25 t25 FALSE 1.267179e-01 1.072698461
#> 2314 121 t26 t26 FALSE -2.161058e-01 -1.243432058
#> 2315 121 t27 t27 FALSE -1.328658e-01 -0.286841668
#> 2316 121 t28 t28 FALSE 1.840695e-01 1.461291891
#> 2317 121 t29 t29 FALSE -2.120980e-01 0.839704631
#> 2318 121 t30 t30 FALSE 1.878427e-01 3.743140442
#> 2319 121 t31 t31 FALSE 2.147036e-01 1.121348824
#> 2320 121 t32 t32 FALSE 6.647184e-02 0.990829091
#> 2321 121 t33 t33 FALSE 3.915499e-01 5.183833855
#> 2322 121 t34 t34 FALSE 2.379275e-01 2.481408009
#> 2323 121 t35 t35 FALSE 1.842298e-01 3.346757552
#> 2324 121 t36 t36 FALSE 1.798957e-01 1.692565952
#> 2325 121 t37 t37 TRUE -1.764660e-02 -1.889741347
#> 2326 121 t100 t37 TRUE -1.764660e-02 -1.889741347
#> 2327 121 t38 t38 FALSE 1.968093e-01 3.626026949
#> 2328 121 t39 t39 TRUE -2.695177e-01 -1.782493443
#> 2329 121 t101 t39 TRUE -2.695177e-01 -1.782493443
#> 2330 121 t40 t40 FALSE 2.280247e-01 1.827638309
#> 2331 121 t41 t41 FALSE -1.059640e-02 0.123289747
#> 2332 121 t42 t42 FALSE 1.051773e-02 0.394156776
#> 2333 121 t43 t43 FALSE -7.661240e-02 0.532846345
#> 2334 121 t44 t44 FALSE 1.812394e-01 -0.227692734
#> 2335 121 t45 t45 FALSE -2.312101e-02 0.558348299
#> 2336 121 t46 t46 FALSE 9.723567e-02 2.618737902
#> 2337 121 t47 t47 FALSE 2.375175e-02 -0.180249854
#> 2338 121 t48 t48 TRUE -2.334581e-01 -0.984039734
#> 2339 121 t102 t48 TRUE -2.334581e-01 -0.984039734
#> 2340 121 t49 t49 FALSE 7.761304e-03 2.278983636
#> 2341 121 t50 t50 FALSE -8.130568e-02 -0.439947515
#> 2342 121 t51 t51 FALSE 3.857343e-03 1.041204265
#> 2343 121 t52 t52 FALSE 6.822009e-02 0.832997090
#> 2344 121 t53 t53 FALSE 2.182981e-01 2.594720104
#> 2345 121 t54 t54 FALSE 1.453571e-01 1.941003838
#> 2346 121 t55 t55 FALSE 2.050883e-01 4.383298096
#> 2347 121 t56 t56 FALSE 5.606994e-02 1.483100187
#> 2348 121 t57 t57 FALSE -3.320241e-01 0.518131685
#> 2349 121 t58 t58 FALSE 3.512524e-02 -1.172079708
#> 2350 121 t59 t59 FALSE -1.647469e-01 0.883815895
#> 2351 121 t60 t60 FALSE 2.823702e-01 4.328283585
#> 2352 121 t61 t61 FALSE 1.848372e-01 4.411222701
#> 2353 121 t62 t62 FALSE 2.078054e-01 0.401498430
#> 2354 121 t63 t63 FALSE -1.779706e-01 -2.341875494
#> 2355 121 t64 t64 FALSE -2.286609e-02 -1.180856895
#> 2356 121 t65 t65 FALSE 1.107619e-01 1.385620577
#> 2357 121 t66 t66 FALSE 6.558324e-02 0.823545356
#> 2358 121 t67 t67 FALSE 1.708426e-01 3.850421360
#> 2359 121 t68 t68 FALSE -6.062576e-02 0.937046528
#> 2360 121 t69 t69 FALSE -3.161173e-02 -1.466545526
#> 2361 121 t70 t70 FALSE 2.927232e-01 3.690062336
#> 2362 121 t71 t71 FALSE 6.806005e-02 0.863617140
#> 2363 121 t72 t72 FALSE 5.382535e-02 -0.812892207
#> 2364 121 t73 t73 FALSE 7.918020e-02 2.545408661
#> 2365 121 t74 t74 FALSE 2.338282e-01 3.702829538
#> 2366 121 t75 t75 FALSE 3.701647e-02 -0.769097672
#> 2367 121 t76 t76 FALSE 1.192039e-02 2.890015749
#> 2368 121 t77 t77 TRUE 2.227006e-01 2.557350793
#> 2369 121 t103 t77 TRUE 2.227006e-01 2.557350793
#> 2370 121 t78 t78 FALSE -1.065615e-01 1.908207452
#> 2371 121 t79 t79 FALSE -5.694683e-02 -0.333726819
#> 2372 121 t80 t80 FALSE -3.914191e-02 0.848508832
#> 2373 121 t81 t81 FALSE 4.716521e-02 -1.351581627
#> 2374 121 t82 t82 FALSE -4.709689e-02 -0.104986802
#> 2375 121 t83 t83 FALSE -5.819934e-02 -0.853272205
#> 2376 121 t84 t84 FALSE -4.880687e-02 -0.158983884
#> 2377 121 t85 t85 FALSE 2.367189e-01 2.741606339
#> 2378 121 t86 t86 FALSE 2.933670e-01 3.793462034
#> 2379 121 t87 t87 FALSE 1.047440e-02 1.850121700
#> 2380 121 t88 t88 FALSE 5.135903e-01 4.383898803
#> 2381 121 t89 t89 FALSE -2.941711e-02 0.665957558
#> 2382 121 t90 t90 FALSE 1.693798e-01 2.738573677
#> 2383 121 t91 t91 FALSE 2.890195e-01 1.157087422
#> 2384 121 t92 t92 FALSE 3.709223e-01 4.565832546
#> 2385 121 t93 t93 FALSE 1.368391e-02 -0.228786136
#> 2386 121 t94 t94 FALSE 1.418638e-01 2.695155031
#> 2387 121 t95 t95 FALSE 1.618129e-01 2.497302589
#> 2388 121 t96 t96 FALSE 2.177076e-01 4.418744178
#> 2389 121 t97 t97 FALSE 1.369929e-01 0.802808071
#> 2390 121 t98 t98 FALSE 5.915155e-03 -1.379752030
#> 2391 121 t99 t99 FALSE 3.530745e-02 1.846057533
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 99 internal nodes.
#>
#> Tip labels:
#> t1, t51, t56, t9, t3, t21, ...
#>
#> 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 t65 18.73425 265.7240
#> 2 t24 18.85595 258.5346
#> 3 t101 16.83657 254.1033
#> 4 t97 17.96074 264.7782
#> 5 t11 17.86592 251.9427
#> 6 t13 17.49761 255.7764
#> 7 t73 17.14541 251.9629
#> 8 t95 17.07841 255.0658
#> 9 t67 17.90719 258.8597
#> 10 t22 18.91844 256.6975
#> 11 t83 17.08126 256.9081
#> 12 t71 16.59538 255.1519
#> 13 t88 17.63676 254.6658
#> 14 t96 17.77567 255.7273
#> 15 t80 18.75206 260.1533
#> 16 t3 18.60013 260.8582
#> 17 t62 17.29424 255.1395
#> 18 t75 17.85343 259.4850
#> 19 t84 17.99765 258.1505
#> 20 t52 17.22882 245.4457
#> 21 t69 18.11834 260.5933
#> 22 t28 18.68787 258.2833
#> 23 t19 19.61502 263.6702
#> 24 t2 19.66858 273.2473
#> 25 t61 17.13929 249.5410
#> 26 t43 17.14716 255.0466
#> 27 t45 17.52298 255.1343
#> 28 t70 17.88785 251.0922
#> 29 t68 18.92169 268.8143
#> 30 t79 15.92706 252.0340
#> 31 t14 19.45262 271.2126
#> 32 t91 17.66496 249.6051
#> 33 t98 17.37969 262.1126
#> 34 t55 17.89792 251.4523
#> 35 t34 17.99796 260.1467
#> 36 t15 18.00675 251.3822
#> 37 t35 18.07840 244.7052
#> 38 t40 18.30599 259.6750
#> 39 t20 19.17688 258.1650
#> 40 t6 18.86283 262.8819
#> 41 t76 18.01392 260.1438
#> 42 t16 18.51916 271.1602
#> 43 t57 18.65874 257.6801
#> 44 t59 17.81173 251.9667
#> 45 t37 16.20855 261.7557
#> 46 t56 18.26913 260.0712
#> 47 t33 19.32421 271.2126
#> 48 t93 16.49746 255.2001
#> 49 t36 19.08667 259.8970
#> 50 t46 18.18875 260.8362
#> 51 t32 19.13238 266.2655
#> 52 t5 19.43428 261.6437
#> 53 t99 16.20855 261.7557
#> 54 t94 18.47855 271.0836
#> 55 t31 18.63091 263.0141
#> 56 t26 19.29357 259.8198
#> 57 t41 17.47397 254.2313
#> 58 t4 19.55298 272.1451
#> 59 t38 17.83453 251.2186
#> 60 t87 17.75380 255.3433
#> 61 t100 16.64164 250.4542
#> 62 t27 19.29592 263.7678
#> 63 t78 17.85287 258.9008
#> 64 t64 17.26380 257.3263
#> 65 t82 17.20852 249.4628
#> 66 t53 17.84016 252.3813
#> 67 t47 18.49279 251.5098
#> 68 t74 17.63062 251.2529
#> 69 t25 19.34531 268.1230
#> 70 t1 18.61551 266.7471
#> 71 t39 16.64164 250.4542
#> 72 t81 18.10628 251.6476
#> 73 t60 17.78208 251.4125
#> 74 t66 17.76129 252.1486
#> 75 t72 18.08161 262.1291
#> 76 t12 18.81884 255.1424
#> 77 t50 18.71155 260.0727
#> 78 t86 17.74985 253.1062
#> 79 t90 18.65915 266.8563
#> 80 t92 17.51349 258.6506
#> 81 t7 18.78629 269.0371
#> 82 t89 17.18825 245.4592
#> 83 t42 16.83657 254.1033
#> 84 t10 19.45050 269.9851
#> 85 t51 18.93947 256.1410
#> 86 t18 18.64557 261.1767
#> 87 t8 19.09726 256.9951
#> 88 t23 17.76453 257.9006
#> 89 t103 15.92706 252.0340
#> 90 t63 18.94023 262.6950
#> 91 t30 18.60592 257.8080
#> 92 t102 17.29424 255.1395
#> 93 t85 17.23380 260.6225
#> 94 t77 18.25331 260.7826
#> 95 t49 17.71013 255.7944
#> 96 t54 17.88733 264.7824
#> 97 t29 18.98969 258.6136
#> 98 t17 18.52758 255.4811
#> 99 t48 18.81158 258.0320
#> 100 t21 18.50851 252.1189
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 0.0000000 0.0000000
#> 2 2 t1 t1 FALSE 1.0033917 -1.0997650
#> 3 3 t1 t1 TRUE 0.9994011 -0.1476881
#> 4 3 t2 t1 TRUE 0.9994011 -0.1476881
#> 5 4 t1 t1 FALSE 1.8934673 -0.3100449
#> 6 4 t2 t2 FALSE 2.0208493 -0.2527359
#> 7 5 t1 t1 FALSE 2.8292991 0.2221445
#> 8 5 t2 t2 FALSE 2.9687253 0.4130488
#> 9 6 t1 t1 FALSE 3.7465738 1.4388124
#> 10 6 t2 t2 FALSE 3.8248585 1.7932105
#> 11 7 t1 t1 FALSE 4.4913640 3.3275170
#> 12 7 t2 t2 FALSE 4.6673440 3.6834594
#> 13 8 t1 t1 TRUE 4.2351121 6.8078383
#> 14 8 t3 t1 TRUE 4.2351121 6.8078383
#> 15 8 t2 t2 FALSE 5.4741606 6.2533077
#> 16 9 t1 t1 FALSE 5.0258605 8.8131782
#> 17 9 t2 t2 FALSE 6.1628149 9.2927679
#> 18 9 t3 t3 FALSE 5.0396531 8.8481746
#> 19 10 t1 t1 TRUE 4.7901907 12.4035049
#> 20 10 t4 t1 TRUE 4.7901907 12.4035049
#> 21 10 t2 t2 FALSE 6.9309496 12.7504590
#> 22 10 t3 t3 FALSE 5.7468253 11.3786485
#> 23 11 t1 t1 FALSE 5.6000006 14.6669539
#> 24 11 t2 t2 FALSE 7.5675877 16.5864903
#> 25 11 t3 t3 FALSE 6.4779235 14.3362994
#> 26 11 t4 t4 FALSE 5.5695384 14.5696646
#> 27 12 t1 t1 FALSE 6.3886815 17.4987867
#> 28 12 t2 t2 FALSE 8.1677014 20.7876058
#> 29 12 t3 t3 FALSE 7.2492253 17.7949800
#> 30 12 t4 t4 FALSE 6.2926790 17.2965000
#> 31 13 t1 t1 FALSE 7.0850130 20.7689862
#> 32 13 t2 t2 FALSE 8.6688669 25.3447652
#> 33 13 t3 t3 FALSE 7.8166409 21.8039934
#> 34 13 t4 t4 FALSE 6.9728812 20.4645607
#> 35 14 t1 t1 FALSE 7.6986958 24.4668043
#> 36 14 t2 t2 FALSE 9.2840194 30.0131349
#> 37 14 t3 t3 FALSE 8.4749569 25.9704764
#> 38 14 t4 t4 FALSE 7.6600834 23.9688643
#> 39 15 t1 t1 FALSE 8.3511483 28.3756102
#> 40 15 t2 t2 FALSE 9.7855702 34.9316455
#> 41 15 t3 t3 FALSE 9.1418817 30.4287038
#> 42 15 t4 t4 FALSE 8.2607230 27.8510302
#> 43 16 t1 t1 FALSE 8.9392239 32.6464731
#> 44 16 t2 t2 FALSE 10.3016223 39.9801444
#> 45 16 t3 t3 FALSE 9.7151824 35.2529620
#> 46 16 t4 t4 FALSE 8.7738898 32.0768407
#> 47 17 t1 t1 FALSE 9.4511195 37.1892213
#> 48 17 t2 t2 FALSE 10.8831036 45.2017638
#> 49 17 t3 t3 FALSE 10.2890354 40.2349520
#> 50 17 t4 t4 TRUE 8.3816575 37.5099080
#> 51 17 t5 t4 TRUE 8.3816575 37.5099080
#> 52 18 t1 t1 FALSE 10.0049477 41.9242055
#> 53 18 t2 t2 FALSE 11.3777367 50.6495400
#> 54 18 t3 t3 FALSE 10.7642840 45.3970580
#> 55 18 t4 t4 FALSE 8.9769128 41.3868847
#> 56 18 t5 t5 FALSE 8.8387164 41.3346704
#> 57 19 t1 t1 FALSE 10.5785704 46.7715635
#> 58 19 t2 t2 FALSE 11.7935538 56.1942803
#> 59 19 t3 t3 FALSE 11.1382112 50.7412479
#> 60 19 t4 t4 FALSE 9.4371055 45.6016599
#> 61 19 t5 t5 FALSE 9.4144809 45.2808569
#> 62 20 t1 t1 FALSE 11.0464779 51.9748518
#> 63 20 t2 t2 FALSE 12.2114815 61.7787877
#> 64 20 t3 t3 FALSE 11.5905499 56.1165392
#> 65 20 t4 t4 FALSE 10.0125713 49.8613630
#> 66 20 t5 t5 FALSE 10.0317786 49.5443260
#> 67 21 t1 t1 FALSE 11.5360150 57.2931239
#> 68 21 t2 t2 FALSE 12.6296176 67.4094637
#> 69 21 t3 t3 FALSE 12.0729590 61.6157558
#> 70 21 t4 t4 FALSE 10.5247824 54.3421799
#> 71 21 t5 t5 FALSE 10.5006407 54.0450467
#> 72 22 t1 t1 FALSE 12.0522472 62.5799880
#> 73 22 t2 t2 FALSE 12.9703688 73.2346623
#> 74 22 t3 t3 FALSE 12.4602046 67.1563709
#> 75 22 t4 t4 FALSE 10.8901309 58.9651554
#> 76 22 t5 t5 FALSE 11.0282470 58.7346264
#> 77 23 t1 t1 FALSE 12.5013193 68.1037941
#> 78 23 t2 t2 FALSE 13.2901763 78.9833829
#> 79 23 t3 t3 FALSE 12.8176771 72.8395688
#> 80 23 t4 t4 FALSE 11.3480178 63.7125966
#> 81 23 t5 t5 FALSE 11.5122094 63.6593585
#> 82 24 t1 t1 FALSE 12.8408971 73.6975013
#> 83 24 t2 t2 FALSE 13.6900369 84.7274624
#> 84 24 t3 t3 FALSE 13.1578581 78.4177921
#> 85 24 t4 t4 FALSE 11.8367523 68.5843532
#> 86 24 t5 t5 FALSE 11.9546324 68.6860971
#> 87 25 t1 t1 FALSE 13.1887413 79.3710106
#> 88 25 t2 t2 FALSE 13.9563909 90.3809374
#> 89 25 t3 t3 FALSE 13.4942208 84.0291219
#> 90 25 t4 t4 FALSE 12.2709043 73.6323567
#> 91 25 t5 t5 FALSE 12.3292411 73.8269914
#> 92 26 t1 t1 FALSE 13.5607599 84.9049919
#> 93 26 t2 t2 FALSE 14.3083452 96.0477369
#> 94 26 t3 t3 FALSE 13.8682255 89.6854659
#> 95 26 t4 t4 FALSE 12.6075742 78.7335357
#> 96 26 t5 t5 FALSE 12.7180163 79.0250447
#> 97 27 t1 t1 FALSE 13.7805892 90.5289556
#> 98 27 t2 t2 FALSE 14.6782340 101.7974825
#> 99 27 t3 t3 FALSE 14.1051375 95.2223794
#> 100 27 t4 t4 FALSE 13.0352400 83.9047471
#> 101 27 t5 t5 FALSE 13.0622792 84.1827815
#> 102 28 t1 t1 FALSE 14.1505145 95.9557062
#> 103 28 t2 t2 FALSE 14.9239604 107.4303977
#> 104 28 t3 t3 FALSE 14.4548146 100.7111317
#> 105 28 t4 t4 FALSE 13.2671958 89.1129586
#> 106 28 t5 t5 FALSE 13.3683553 89.5291952
#> 107 29 t1 t1 FALSE 14.4578118 101.4971979
#> 108 29 t2 t2 FALSE 15.1468646 112.9654561
#> 109 29 t3 t3 FALSE 14.7847274 106.2152663
#> 110 29 t4 t4 FALSE 13.6798374 94.2341791
#> 111 29 t5 t5 FALSE 13.6658512 94.7869377
#> 112 30 t1 t1 FALSE 14.7386619 106.9405097
#> 113 30 t2 t2 FALSE 15.3880398 118.4624487
#> 114 30 t3 t3 FALSE 15.0444878 111.6997393
#> 115 30 t4 t4 FALSE 13.9848660 99.5291283
#> 116 30 t5 t5 FALSE 13.9900034 100.0140933
#> 117 31 t1 t1 FALSE 14.9602070 112.4615981
#> 118 31 t2 t2 FALSE 15.6415872 123.8432383
#> 119 31 t3 t3 FALSE 15.2891665 117.1430934
#> 120 31 t4 t4 FALSE 14.2700592 104.6551529
#> 121 31 t5 t5 TRUE 13.3068007 106.1950039
#> 122 31 t6 t5 TRUE 13.3068007 106.1950039
#> 123 32 t1 t1 FALSE 15.2212070 117.8411838
#> 124 32 t2 t2 FALSE 15.9205019 129.1555306
#> 125 32 t3 t3 FALSE 15.4290585 122.4375774
#> 126 32 t4 t4 FALSE 14.5312732 109.8848321
#> 127 32 t5 t5 FALSE 13.5986478 110.5551427
#> 128 32 t6 t6 FALSE 13.7319066 110.5776473
#> 129 33 t1 t1 FALSE 15.5023670 123.1296979
#> 130 33 t2 t2 FALSE 16.1260385 134.3506137
#> 131 33 t3 t3 TRUE 14.5876457 128.6501542
#> 132 33 t7 t3 TRUE 14.5876457 128.6501542
#> 133 33 t4 t4 FALSE 14.8058688 114.9218797
#> 134 33 t5 t5 FALSE 13.8967785 114.8378950
#> 135 33 t6 t6 FALSE 14.0000746 114.9070733
#> 136 34 t1 t1 FALSE 15.7052440 128.2496532
#> 137 34 t2 t2 FALSE 16.3141281 139.5648822
#> 138 34 t3 t3 FALSE 14.8499401 132.8788600
#> 139 34 t4 t4 FALSE 15.0700597 120.0158321
#> 140 34 t5 t5 FALSE 14.1887040 119.2822314
#> 141 34 t6 t6 TRUE 13.3620676 120.3361179
#> 142 34 t8 t6 TRUE 13.3620676 120.3361179
#> 143 34 t7 t7 FALSE 14.8346600 132.8905096
#> 144 35 t1 t1 FALSE 15.8759043 133.4643821
#> 145 35 t2 t2 TRUE 15.5110725 145.6834260
#> 146 35 t9 t2 TRUE 15.5110725 145.6834260
#> 147 35 t3 t3 FALSE 15.0847565 137.1456593
#> 148 35 t4 t4 FALSE 15.3752013 125.0919439
#> 149 35 t5 t5 FALSE 14.5577188 123.6809041
#> 150 35 t6 t6 FALSE 13.7107843 124.0988609
#> 151 35 t7 t7 FALSE 15.0954005 137.1323440
#> 152 35 t8 t8 FALSE 13.6894408 123.9972701
#> 153 36 t1 t1 TRUE 15.0921625 139.4345054
#> 154 36 t10 t1 TRUE 15.0921625 139.4345054
#> 155 36 t2 t2 FALSE 15.7971253 149.8040195
#> 156 36 t3 t3 FALSE 15.3637921 141.3604425
#> 157 36 t4 t4 FALSE 15.6623710 130.0685302
#> 158 36 t5 t5 FALSE 14.8358363 128.1026927
#> 159 36 t6 t6 FALSE 13.9884787 127.8417684
#> 160 36 t7 t7 FALSE 15.3575726 141.4207066
#> 161 36 t8 t8 FALSE 14.0452676 127.7976316
#> 162 36 t9 t9 FALSE 15.7010273 149.7582600
#> 163 37 t1 t1 FALSE 15.3221206 143.5479312
#> 164 37 t2 t2 FALSE 15.9614869 153.8904337
#> 165 37 t3 t3 FALSE 15.5546251 145.5394116
#> 166 37 t4 t4 FALSE 15.9118900 134.9836805
#> 167 37 t5 t5 FALSE 15.0955857 132.5474557
#> 168 37 t6 t6 FALSE 14.3272074 131.6043704
#> 169 37 t7 t7 FALSE 15.6080896 145.6402291
#> 170 37 t8 t8 TRUE 13.3025575 132.6582108
#> 171 37 t11 t8 TRUE 13.3025575 132.6582108
#> 172 37 t9 t9 FALSE 15.9026388 153.7580974
#> 173 37 t10 t10 FALSE 15.2497680 143.6314010
#> 174 38 t1 t1 FALSE 15.5008976 147.6866235
#> 175 38 t2 t2 FALSE 16.1634246 157.9598123
#> 176 38 t3 t3 FALSE 15.7927224 149.7371815
#> 177 38 t4 t4 FALSE 16.1223218 139.9659996
#> 178 38 t5 t5 FALSE 15.2775104 136.9337985
#> 179 38 t6 t6 FALSE 14.5479494 135.5864841
#> 180 38 t7 t7 FALSE 15.8469951 149.8485496
#> 181 38 t8 t8 FALSE 13.6181739 135.5788288
#> 182 38 t9 t9 FALSE 16.1449502 157.7487177
#> 183 38 t10 t10 FALSE 15.5196752 147.6062514
#> 184 38 t11 t11 FALSE 13.6561675 135.6323011
#> 185 39 t1 t1 FALSE 15.7614556 151.6849841
#> 186 39 t2 t2 FALSE 16.3997108 161.9543048
#> 187 39 t3 t3 FALSE 16.0121245 153.8992386
#> 188 39 t4 t4 FALSE 16.2936207 144.8613927
#> 189 39 t5 t5 FALSE 15.4682209 141.2699505
#> 190 39 t6 t6 FALSE 14.8633145 139.4433975
#> 191 39 t7 t7 FALSE 16.0482088 153.9979048
#> 192 39 t8 t8 FALSE 13.9172985 138.6760742
#> 193 39 t9 t9 FALSE 16.3578159 161.7477493
#> 194 39 t10 t10 FALSE 15.7321053 151.5918172
#> 195 39 t11 t11 FALSE 13.9910848 138.7678923
#> 196 40 t1 t1 FALSE 16.0338842 155.7077758
#> 197 40 t2 t2 FALSE 16.5254898 165.9721898
#> 198 40 t3 t3 FALSE 16.1786892 158.0262066
#> 199 40 t4 t4 FALSE 16.3842986 149.6973773
#> 200 40 t5 t5 FALSE 15.7821545 145.6402138
#> 201 40 t6 t6 FALSE 15.0774263 143.3660917
#> 202 40 t7 t7 FALSE 16.1993985 158.1768764
#> 203 40 t8 t8 FALSE 14.2233716 141.8792424
#> 204 40 t9 t9 FALSE 16.4845435 165.7690775
#> 205 40 t10 t10 FALSE 15.8809072 155.6441021
#> 206 40 t11 t11 FALSE 14.3596504 141.9390667
#> 207 41 t1 t1 FALSE 16.2080268 159.7358062
#> 208 41 t2 t2 FALSE 16.6828373 169.9398466
#> 209 41 t3 t3 FALSE 16.4240182 162.0564361
#> 210 41 t4 t4 FALSE 16.4483537 154.2959080
#> 211 41 t5 t5 FALSE 15.9865668 150.0058006
#> 212 41 t6 t6 FALSE 15.3611362 147.2476736
#> 213 41 t7 t7 FALSE 16.3376748 162.2261155
#> 214 41 t8 t8 FALSE 14.6057371 145.1570263
#> 215 41 t9 t9 FALSE 16.6477487 169.7995419
#> 216 41 t10 t10 FALSE 16.1257132 159.5734690
#> 217 41 t11 t11 TRUE 13.6346341 146.2604888
#> 218 41 t12 t11 TRUE 13.6346341 146.2604888
#> 219 42 t1 t1 FALSE 16.3703323 163.7333926
#> 220 42 t2 t2 TRUE 15.7266929 174.7908713
#> 221 42 t13 t2 TRUE 15.7266929 174.7908713
#> 222 42 t3 t3 FALSE 16.6290474 166.1172710
#> 223 42 t4 t4 FALSE 16.6427123 158.7129066
#> 224 42 t5 t5 FALSE 16.1808677 154.2709247
#> 225 42 t6 t6 FALSE 15.5753750 151.1212542
#> 226 42 t7 t7 FALSE 16.5509090 166.1923783
#> 227 42 t8 t8 FALSE 14.9811755 148.5910229
#> 228 42 t9 t9 FALSE 16.8232820 173.6385522
#> 229 42 t10 t10 FALSE 16.4415701 163.5077441
#> 230 42 t11 t11 FALSE 13.9761476 148.8637988
#> 231 42 t12 t12 FALSE 13.9284258 148.9437020
#> 232 43 t1 t1 FALSE 16.5449081 167.5856519
#> 233 43 t2 t2 FALSE 15.9541841 177.6051040
#> 234 43 t3 t3 FALSE 16.7870572 170.0901963
#> 235 43 t4 t4 FALSE 16.7779473 163.1189503
#> 236 43 t5 t5 TRUE 15.3542273 159.4472826
#> 237 43 t14 t5 TRUE 15.3542273 159.4472826
#> 238 43 t6 t6 FALSE 15.8629301 155.0852059
#> 239 43 t7 t7 FALSE 16.7565522 170.1819811
#> 240 43 t8 t8 TRUE 14.2339864 153.1276275
#> 241 43 t15 t8 TRUE 14.2339864 153.1276275
#> 242 43 t9 t9 FALSE 16.9443506 177.4463843
#> 243 43 t10 t10 FALSE 16.5529981 167.5225830
#> 244 43 t11 t11 FALSE 14.1972278 151.6021302
#> 245 43 t12 t12 FALSE 14.2242438 151.6292561
#> 246 43 t13 t13 FALSE 15.9254700 177.6815513
#> 247 44 t1 t1 FALSE 16.8113796 171.4195470
#> 248 44 t2 t2 FALSE 16.2434913 180.4716253
#> 249 44 t3 t3 FALSE 16.8823683 173.9844410
#> 250 44 t4 t4 FALSE 16.9194301 167.2742734
#> 251 44 t5 t5 FALSE 15.5918861 162.7100501
#> 252 44 t6 t6 FALSE 15.9879052 158.9927591
#> 253 44 t7 t7 FALSE 16.9314201 174.1368442
#> 254 44 t8 t8 FALSE 14.6068221 155.8378759
#> 255 44 t9 t9 FALSE 16.9959005 181.0786481
#> 256 44 t10 t10 FALSE 16.7383567 171.4440157
#> 257 44 t11 t11 FALSE 14.4762918 154.3531682
#> 258 44 t12 t12 FALSE 14.4888713 154.4098222
#> 259 44 t13 t13 FALSE 16.2210606 180.5120048
#> 260 44 t14 t14 FALSE 15.6309033 162.7446296
#> 261 44 t15 t15 FALSE 14.5179835 155.8570241
#> 262 45 t1 t1 FALSE 16.9244080 175.2695761
#> 263 45 t2 t2 FALSE 16.3994206 183.4815321
#> 264 45 t3 t3 FALSE 17.1294399 177.7406993
#> 265 45 t4 t4 TRUE 16.1021033 172.4520994
#> 266 45 t16 t4 TRUE 16.1021033 172.4520994
#> 267 45 t5 t5 FALSE 15.7876669 166.0416702
#> 268 45 t6 t6 FALSE 16.2643856 162.7576107
#> 269 45 t7 t7 FALSE 17.0272678 178.0004602
#> 270 45 t8 t8 FALSE 14.8718990 158.7664640
#> 271 45 t9 t9 FALSE 17.1570890 184.6044019
#> 272 45 t10 t10 TRUE 15.9079944 176.2789122
#> 273 45 t17 t10 TRUE 15.9079944 176.2789122
#> 274 45 t11 t11 FALSE 14.7387253 157.1976980
#> 275 45 t12 t12 FALSE 14.7908366 157.2710974
#> 276 45 t13 t13 FALSE 16.3503589 183.4712671
#> 277 45 t14 t14 FALSE 15.7989140 166.1228979
#> 278 45 t15 t15 FALSE 14.8320464 158.6564760
#> 279 46 t1 t1 FALSE 17.1137923 179.1222415
#> 280 46 t2 t2 FALSE 16.4975637 186.4473786
#> 281 46 t3 t3 FALSE 17.2847199 181.6065423
#> 282 46 t4 t4 FALSE 16.3141923 175.6864404
#> 283 46 t5 t5 FALSE 15.9782803 169.3170964
#> 284 46 t6 t6 FALSE 16.4896957 166.6566244
#> 285 46 t7 t7 FALSE 17.1399720 181.7704294
#> 286 46 t8 t8 FALSE 15.1565195 161.6870645
#> 287 46 t9 t9 FALSE 17.2763226 187.9622928
#> 288 46 t10 t10 FALSE 16.0621592 179.2313677
#> 289 46 t11 t11 FALSE 14.9487870 160.1080460
#> 290 46 t12 t12 FALSE 15.0698557 160.1620883
#> 291 46 t13 t13 FALSE 16.5537037 186.4273421
#> 292 46 t14 t14 FALSE 16.0777774 169.4597726
#> 293 46 t15 t15 FALSE 15.0897577 161.5842950
#> 294 46 t16 t16 FALSE 16.2583972 175.6476597
#> 295 46 t17 t17 FALSE 16.1816324 179.1835339
#> 296 47 t1 t1 FALSE 17.2614643 182.8263589
#> 297 47 t2 t2 FALSE 16.6471341 189.3579633
#> 298 47 t3 t3 FALSE 17.4124535 185.3032033
#> 299 47 t4 t4 FALSE 16.4877156 178.9094786
#> 300 47 t5 t5 FALSE 16.1738608 172.7033426
#> 301 47 t6 t6 FALSE 16.6266948 170.4862503
#> 302 47 t7 t7 FALSE 17.2491859 185.3607757
#> 303 47 t8 t8 FALSE 15.4545381 164.7284198
#> 304 47 t9 t9 FALSE 17.4257552 191.5035067
#> 305 47 t10 t10 FALSE 16.2078521 182.1578282
#> 306 47 t11 t11 FALSE 15.2627083 163.0957577
#> 307 47 t12 t12 FALSE 15.3502322 163.1070276
#> 308 47 t13 t13 FALSE 16.7268322 189.3074804
#> 309 47 t14 t14 FALSE 16.3079280 172.8791082
#> 310 47 t15 t15 FALSE 15.3086616 164.6563439
#> 311 47 t16 t16 FALSE 16.3843962 178.8383343
#> 312 47 t17 t17 FALSE 16.4140186 182.1532822
#> 313 48 t1 t1 TRUE 16.3680843 187.4432409
#> 314 48 t18 t1 TRUE 16.3680843 187.4432409
#> 315 48 t2 t2 FALSE 16.8691577 192.2148289
#> 316 48 t3 t3 FALSE 17.5461905 188.8816982
#> 317 48 t4 t4 FALSE 16.7571372 182.1119943
#> 318 48 t5 t5 FALSE 16.2758621 175.9572535
#> 319 48 t6 t6 FALSE 16.7790785 174.2340132
#> 320 48 t7 t7 FALSE 17.4193690 188.8541062
#> 321 48 t8 t8 FALSE 15.5891395 167.8466929
#> 322 48 t9 t9 FALSE 17.5771079 194.8343474
#> 323 48 t10 t10 FALSE 16.4664928 184.9773407
#> 324 48 t11 t11 FALSE 15.5399031 166.2030320
#> 325 48 t12 t12 FALSE 15.6877547 166.2752176
#> 326 48 t13 t13 FALSE 16.8934715 192.2612950
#> 327 48 t14 t14 FALSE 16.5023339 176.2673155
#> 328 48 t15 t15 FALSE 15.5310217 167.6075743
#> 329 48 t16 t16 FALSE 16.5503573 181.9774561
#> 330 48 t17 t17 FALSE 16.5823575 185.2692245
#> 331 49 t1 t1 FALSE 16.6851755 190.1939389
#> 332 49 t2 t2 FALSE 17.0676151 195.0996939
#> 333 49 t3 t3 FALSE 17.6425754 192.4546016
#> 334 49 t4 t4 FALSE 16.9577729 185.3888392
#> 335 49 t5 t5 TRUE 15.5015606 180.2009288
#> 336 49 t19 t5 TRUE 15.5015606 180.2009288
#> 337 49 t6 t6 FALSE 16.9026853 177.9243948
#> 338 49 t7 t7 FALSE 17.5209840 192.3184410
#> 339 49 t8 t8 FALSE 15.7840894 170.8748480
#> 340 49 t9 t9 FALSE 17.6526626 198.1114327
#> 341 49 t10 t10 FALSE 16.6176424 187.9005274
#> 342 49 t11 t11 FALSE 15.7656887 169.2802969
#> 343 49 t12 t12 FALSE 15.9198739 169.4983527
#> 344 49 t13 t13 FALSE 16.9982751 195.2439163
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#> 1835 86 t33 t33 FALSE 19.1614355 267.3425408
#> 1836 86 t34 t34 FALSE 17.4706519 259.4749730
#> 1837 86 t35 t35 FALSE 17.5211140 240.1038356
#> 1838 86 t36 t36 FALSE 19.0139277 254.1848438
#> 1839 86 t37 t37 TRUE 16.6869894 262.9239094
#> 1840 86 t85 t37 TRUE 16.6869894 262.9239094
#> 1841 86 t38 t38 FALSE 17.4730939 248.7450170
#> 1842 86 t39 t39 FALSE 18.2844822 244.8997815
#> 1843 86 t40 t40 FALSE 17.8253854 257.9131722
#> 1844 86 t41 t41 FALSE 18.0928676 252.1525568
#> 1845 86 t42 t42 TRUE 17.3416903 251.2978565
#> 1846 86 t86 t42 TRUE 17.3416903 251.2978565
#> 1847 86 t43 t43 FALSE 17.4584528 253.1120179
#> 1848 86 t44 t44 FALSE 18.1104429 256.6932172
#> 1849 86 t45 t45 TRUE 17.2018182 254.5078386
#> 1850 86 t87 t45 TRUE 17.2018182 254.5078386
#> 1851 86 t46 t46 FALSE 17.7364626 259.1626037
#> 1852 86 t47 t47 FALSE 18.1247445 246.7669449
#> 1853 86 t48 t48 FALSE 18.4652993 253.5853208
#> 1854 86 t49 t49 FALSE 18.3675954 250.7513826
#> 1855 86 t50 t50 FALSE 18.3753146 256.4974345
#> 1856 86 t51 t51 FALSE 18.3808671 251.3844518
#> 1857 86 t52 t52 FALSE 17.8730692 242.2039979
#> 1858 86 t53 t53 FALSE 17.3899765 250.4812754
#> 1859 86 t54 t54 FALSE 18.5153361 261.3661231
#> 1860 86 t55 t55 FALSE 17.3545213 249.4461269
#> 1861 86 t56 t56 FALSE 17.8668280 258.1458020
#> 1862 86 t57 t57 FALSE 18.3041429 253.6361469
#> 1863 86 t58 t58 FALSE 17.9409549 258.1974177
#> 1864 86 t59 t59 FALSE 17.2194283 250.2376236
#> 1865 86 t60 t60 FALSE 17.2483671 249.3168806
#> 1866 86 t61 t61 FALSE 16.3912401 249.9957292
#> 1867 86 t62 t62 FALSE 17.8723144 250.8958309
#> 1868 86 t63 t63 FALSE 18.4404267 259.0140507
#> 1869 86 t64 t64 FALSE 16.6434648 258.9075396
#> 1870 86 t65 t65 FALSE 18.4048866 263.3113039
#> 1871 86 t66 t66 FALSE 17.3971391 250.2687852
#> 1872 86 t67 t67 FALSE 17.3484453 258.2529750
#> 1873 86 t68 t68 FALSE 18.6260231 266.2749991
#> 1874 86 t69 t69 FALSE 17.9617129 258.7536080
#> 1875 86 t70 t70 FALSE 17.5475794 248.3340470
#> 1876 86 t71 t71 FALSE 16.8361226 256.4280186
#> 1877 86 t72 t72 FALSE 17.5733912 261.8567745
#> 1878 86 t73 t73 FALSE 16.5215913 252.4799088
#> 1879 86 t74 t74 FALSE 16.9986047 249.9594964
#> 1880 86 t75 t75 FALSE 17.5375716 258.7276075
#> 1881 86 t76 t76 FALSE 17.4892979 259.5068625
#> 1882 86 t77 t77 FALSE 17.7014170 259.2965664
#> 1883 86 t78 t78 FALSE 17.4544073 258.2666326
#> 1884 86 t79 t79 FALSE 16.3745666 252.4145370
#> 1885 86 t80 t80 FALSE 18.4284517 256.2737344
#> 1886 86 t81 t81 FALSE 17.5431167 248.7961557
#> 1887 86 t82 t82 FALSE 16.4166147 249.9869281
#> 1888 86 t83 t83 FALSE 16.5127137 258.8707988
#> 1889 87 t1 t1 FALSE 19.2907354 263.4998915
#> 1890 87 t2 t2 FALSE 19.6442189 269.8195548
#> 1891 87 t3 t3 FALSE 18.4977945 258.3126901
#> 1892 87 t4 t4 FALSE 19.4046751 269.0547008
#> 1893 87 t5 t5 FALSE 19.2417109 256.8544478
#> 1894 87 t6 t6 FALSE 18.6057107 260.2655342
#> 1895 87 t7 t7 FALSE 18.6781375 267.3812147
#> 1896 87 t8 t8 FALSE 18.9851775 252.3799423
#> 1897 87 t9 t9 FALSE 18.1247667 259.2764858
#> 1898 87 t10 t10 FALSE 19.3278532 266.5161231
#> 1899 87 t11 t11 FALSE 17.5442671 250.2042164
#> 1900 87 t12 t12 FALSE 18.6606178 251.0095546
#> 1901 87 t13 t13 FALSE 16.9266699 255.9755361
#> 1902 87 t14 t14 FALSE 19.3333143 268.1545185
#> 1903 87 t15 t15 FALSE 17.6761753 249.2541846
#> 1904 87 t16 t16 FALSE 19.4246441 267.6944011
#> 1905 87 t17 t17 FALSE 18.2185255 252.4584854
#> 1906 87 t18 t18 FALSE 18.5557721 258.4014989
#> 1907 87 t19 t19 FALSE 19.4064790 259.0595040
#> 1908 87 t20 t20 FALSE 19.1445582 253.3780203
#> 1909 87 t21 t21 FALSE 18.2631413 248.3921828
#> 1910 87 t22 t22 FALSE 18.6185024 252.7695197
#> 1911 87 t23 t23 FALSE 17.4646965 257.3976971
#> 1912 87 t24 t24 FALSE 18.8201761 254.8569672
#> 1913 87 t25 t25 FALSE 19.2278792 264.6867573
#> 1914 87 t26 t26 FALSE 19.1715194 255.2048348
#> 1915 87 t27 t27 FALSE 19.1400213 259.7887624
#> 1916 87 t28 t28 FALSE 18.4925646 255.0074806
#> 1917 87 t29 t29 FALSE 18.8700758 254.5381488
#> 1918 87 t30 t30 FALSE 18.3818410 255.0160320
#> 1919 87 t31 t31 FALSE 18.6540815 260.4151213
#> 1920 87 t32 t32 FALSE 19.0473143 263.0670707
#> 1921 87 t33 t33 FALSE 19.2307263 268.3123753
#> 1922 87 t34 t34 FALSE 17.5683966 259.4860338
#> 1923 87 t35 t35 FALSE 17.6933189 241.1369814
#> 1924 87 t36 t36 FALSE 19.0846162 255.7083825
#> 1925 87 t37 t37 FALSE 16.8491425 262.1021925
#> 1926 87 t38 t38 FALSE 17.6329297 249.3437832
#> 1927 87 t39 t39 FALSE 18.3255327 246.2328397
#> 1928 87 t40 t40 FALSE 17.9099397 258.2352045
#> 1929 87 t41 t41 TRUE 17.1507739 253.9760025
#> 1930 87 t88 t41 TRUE 17.1507739 253.9760025
#> 1931 87 t42 t42 FALSE 17.5157471 251.5426941
#> 1932 87 t43 t43 FALSE 17.6615036 253.3720947
#> 1933 87 t44 t44 FALSE 18.1233487 257.3617479
#> 1934 87 t45 t45 FALSE 17.2900262 254.6122926
#> 1935 87 t46 t46 FALSE 17.8933937 259.4429481
#> 1936 87 t47 t47 FALSE 18.2409814 247.8702929
#> 1937 87 t48 t48 FALSE 18.5152846 254.6366802
#> 1938 87 t49 t49 FALSE 18.4423958 251.9374408
#> 1939 87 t50 t50 FALSE 18.4488113 257.3781666
#> 1940 87 t51 t51 FALSE 18.5057323 252.4765438
#> 1941 87 t52 t52 TRUE 16.9057709 244.3546196
#> 1942 87 t89 t52 TRUE 16.9057709 244.3546196
#> 1943 87 t53 t53 FALSE 17.4816244 250.7740155
#> 1944 87 t54 t54 FALSE 18.6322314 262.1364933
#> 1945 87 t55 t55 FALSE 17.5280239 249.8077537
#> 1946 87 t56 t56 FALSE 17.9896853 258.5621607
#> 1947 87 t57 t57 FALSE 18.4082712 254.7072554
#> 1948 87 t58 t58 FALSE 18.0715636 258.5778730
#> 1949 87 t59 t59 FALSE 17.4098664 250.4982657
#> 1950 87 t60 t60 FALSE 17.4014921 249.6444683
#> 1951 87 t61 t61 FALSE 16.6381257 249.6164909
#> 1952 87 t62 t62 FALSE 17.9149092 251.6066603
#> 1953 87 t63 t63 FALSE 18.5925659 259.8382007
#> 1954 87 t64 t64 FALSE 16.7879263 258.3750875
#> 1955 87 t65 t65 FALSE 18.5262459 263.8810667
#> 1956 87 t66 t66 FALSE 17.4695130 250.7250612
#> 1957 87 t67 t67 FALSE 17.5104620 258.2016509
#> 1958 87 t68 t68 FALSE 18.6667780 266.8724657
#> 1959 87 t69 t69 FALSE 17.9771019 259.1718358
#> 1960 87 t70 t70 FALSE 17.6721764 248.9504897
#> 1961 87 t71 t71 FALSE 17.0208490 256.0626663
#> 1962 87 t72 t72 FALSE 17.6290431 261.8647253
#> 1963 87 t73 t73 FALSE 16.7383549 252.1095616
#> 1964 87 t74 t74 FALSE 17.1688950 250.1225622
#> 1965 87 t75 t75 FALSE 17.6499337 258.8316112
#> 1966 87 t76 t76 FALSE 17.5762762 259.4338214
#> 1967 87 t77 t77 FALSE 17.8933619 259.4427149
#> 1968 87 t78 t78 FALSE 17.5607496 258.2876783
#> 1969 87 t79 t79 FALSE 16.5242754 251.7796670
#> 1970 87 t80 t80 FALSE 18.4894663 257.2740188
#> 1971 87 t81 t81 FALSE 17.6831946 249.3600835
#> 1972 87 t82 t82 FALSE 16.6752480 249.6603343
#> 1973 87 t83 t83 FALSE 16.6698430 258.1213479
#> 1974 87 t84 t84 FALSE 17.5705097 257.4246213
#> 1975 87 t85 t85 FALSE 16.8692698 262.0470754
#> 1976 87 t86 t86 FALSE 17.4849503 251.6363853
#> 1977 87 t87 t87 FALSE 17.4093275 254.5114722
#> 1978 88 t1 t1 TRUE 18.4364904 265.7461276
#> 1979 88 t90 t1 TRUE 18.4364904 265.7461276
#> 1980 88 t2 t2 FALSE 19.6414509 271.0076334
#> 1981 88 t3 t3 FALSE 18.5692477 259.1902045
#> 1982 88 t4 t4 FALSE 19.3717722 270.1927390
#> 1983 88 t5 t5 FALSE 19.3639020 258.3996742
#> 1984 88 t6 t6 FALSE 18.6661703 261.0480551
#> 1985 88 t7 t7 FALSE 18.6702086 268.0223068
#> 1986 88 t8 t8 FALSE 19.0639185 253.9436218
#> 1987 88 t9 t9 FALSE 18.2476580 259.7788852
#> 1988 88 t10 t10 FALSE 19.4776068 267.6262739
#> 1989 88 t11 t11 FALSE 17.7134737 250.7032591
#> 1990 88 t12 t12 FALSE 18.6849234 252.3694841
#> 1991 88 t13 t13 FALSE 17.1388237 255.7102243
#> 1992 88 t14 t14 FALSE 19.3159572 269.2089036
#> 1993 88 t15 t15 FALSE 17.7878211 249.9736054
#> 1994 88 t16 t16 FALSE 19.4595437 268.8465470
#> 1995 88 t17 t17 FALSE 18.2636777 253.4830668
#> 1996 88 t18 t18 FALSE 18.6146262 259.4300675
#> 1997 88 t19 t19 FALSE 19.4922312 260.6305798
#> 1998 88 t20 t20 FALSE 19.1116988 255.0945213
#> 1999 88 t21 t21 FALSE 18.3928871 249.6165141
#> 2000 88 t22 t22 FALSE 18.8123899 254.0480036
#> 2001 88 t23 t23 FALSE 17.5701021 257.5045253
#> 2002 88 t24 t24 FALSE 18.8240271 256.0660855
#> 2003 88 t25 t25 FALSE 19.2221022 265.9263114
#> 2004 88 t26 t26 FALSE 19.2427769 256.7503686
#> 2005 88 t27 t27 FALSE 19.2097977 261.1231792
#> 2006 88 t28 t28 FALSE 18.6164467 256.1444258
#> 2007 88 t29 t29 FALSE 18.9245750 255.9179312
#> 2008 88 t30 t30 FALSE 18.4548681 255.9089668
#> 2009 88 t31 t31 FALSE 18.6896529 261.3062149
#> 2010 88 t32 t32 FALSE 19.1056546 264.1162585
#> 2011 88 t33 t33 FALSE 19.2968250 269.2381133
#> 2012 88 t34 t34 FALSE 17.7397193 259.5665780
#> 2013 88 t35 t35 FALSE 17.8912709 242.2836150
#> 2014 88 t36 t36 FALSE 19.0729475 257.1979717
#> 2015 88 t37 t37 FALSE 16.9922267 261.4081584
#> 2016 88 t38 t38 FALSE 17.6651150 249.9938147
#> 2017 88 t39 t39 TRUE 17.4081550 248.5232158
#> 2018 88 t91 t39 TRUE 17.4081550 248.5232158
#> 2019 88 t40 t40 FALSE 17.9844009 258.6415705
#> 2020 88 t41 t41 FALSE 17.1651535 254.0515183
#> 2021 88 t42 t42 FALSE 17.6318044 252.0009020
#> 2022 88 t43 t43 FALSE 17.7373210 253.8786970
#> 2023 88 t44 t44 TRUE 17.1763295 258.9666625
#> 2024 88 t92 t44 TRUE 17.1763295 258.9666625
#> 2025 88 t45 t45 FALSE 17.4328208 254.7157537
#> 2026 88 t46 t46 FALSE 18.0715794 259.8568590
#> 2027 88 t47 t47 FALSE 18.2856351 249.0802065
#> 2028 88 t48 t48 FALSE 18.5801207 255.7190305
#> 2029 88 t49 t49 FALSE 18.5701052 253.0879900
#> 2030 88 t50 t50 FALSE 18.4914107 258.2906569
#> 2031 88 t51 t51 FALSE 18.6755941 253.6766272
#> 2032 88 t52 t52 FALSE 16.9831843 244.6838100
#> 2033 88 t53 t53 FALSE 17.6264465 251.3147038
#> 2034 88 t54 t54 FALSE 18.7289225 262.9375508
#> 2035 88 t55 t55 FALSE 17.6408888 250.3153539
#> 2036 88 t56 t56 FALSE 18.0442419 258.9287146
#> 2037 88 t57 t57 FALSE 18.5197311 255.7047553
#> 2038 88 t58 t58 FALSE 18.1530855 259.1901937
#> 2039 88 t59 t59 FALSE 17.5289048 250.9110391
#> 2040 88 t60 t60 FALSE 17.6727538 250.0544629
#> 2041 88 t61 t61 FALSE 16.8404755 249.4636642
#> 2042 88 t62 t62 FALSE 18.0565777 252.4028902
#> 2043 88 t63 t63 FALSE 18.6853713 260.7477051
#> 2044 88 t64 t64 FALSE 16.9394373 257.8504811
#> 2045 88 t65 t65 FALSE 18.6259469 264.4720896
#> 2046 88 t66 t66 FALSE 17.5674321 251.2545355
#> 2047 88 t67 t67 FALSE 17.6510624 258.3909855
#> 2048 88 t68 t68 FALSE 18.7843287 267.5758045
#> 2049 88 t69 t69 FALSE 18.0396287 259.5598993
#> 2050 88 t70 t70 FALSE 17.6963846 249.6724914
#> 2051 88 t71 t71 TRUE 16.1366528 256.7504940
#> 2052 88 t93 t71 TRUE 16.1366528 256.7504940
#> 2053 88 t72 t72 FALSE 17.6893190 261.8087101
#> 2054 88 t73 t73 FALSE 16.9461542 251.9508042
#> 2055 88 t74 t74 FALSE 17.3150798 250.3593528
#> 2056 88 t75 t75 FALSE 17.7182649 259.0316345
#> 2057 88 t76 t76 FALSE 17.7291798 259.5637992
#> 2058 88 t77 t77 FALSE 18.0322218 259.8317863
#> 2059 88 t78 t78 FALSE 17.7381676 258.3972306
#> 2060 88 t79 t79 FALSE 16.6417654 251.4184850
#> 2061 88 t80 t80 FALSE 18.5695657 258.2905226
#> 2062 88 t81 t81 FALSE 17.8744525 250.0341945
#> 2063 88 t82 t82 FALSE 16.7577880 249.4930586
#> 2064 88 t83 t83 FALSE 16.8212832 257.5697447
#> 2065 88 t84 t84 FALSE 17.6580916 257.6039111
#> 2066 88 t85 t85 FALSE 16.9911129 261.4620273
#> 2067 88 t86 t86 FALSE 17.5898179 252.1063807
#> 2068 88 t87 t87 FALSE 17.5785831 254.6762342
#> 2069 88 t88 t88 FALSE 17.3673890 253.9919266
#> 2070 88 t89 t89 FALSE 17.0015157 244.6824416
#> 2071 89 t1 t1 FALSE 18.4576407 266.2338552
#> 2072 89 t2 t2 FALSE 19.6353955 272.1004918
#> 2073 89 t3 t3 FALSE 18.5649052 260.0812820
#> 2074 89 t4 t4 FALSE 19.4184516 271.1988897
#> 2075 89 t5 t5 FALSE 19.4021297 260.0676847
#> 2076 89 t6 t6 FALSE 18.8029293 261.9631730
#> 2077 89 t7 t7 FALSE 18.6740782 268.4989320
#> 2078 89 t8 t8 FALSE 19.0039686 255.5776678
#> 2079 89 t9 t9 FALSE 18.3731980 260.3285058
#> 2080 89 t10 t10 FALSE 19.4864843 268.8432812
#> 2081 89 t11 t11 FALSE 17.7634106 251.2853990
#> 2082 89 t12 t12 FALSE 18.7283972 253.7341799
#> 2083 89 t13 t13 FALSE 17.3386726 255.6734540
#> 2084 89 t14 t14 FALSE 19.3560288 270.2319836
#> 2085 89 t15 t15 FALSE 17.8311337 250.6808360
#> 2086 89 t16 t16 TRUE 18.4165389 270.9540026
#> 2087 89 t94 t16 TRUE 18.4165389 270.9540026
#> 2088 89 t17 t17 FALSE 18.3980918 254.4978558
#> 2089 89 t18 t18 FALSE 18.6519814 260.2745703
#> 2090 89 t19 t19 FALSE 19.5065561 262.1524140
#> 2091 89 t20 t20 FALSE 19.1606967 256.6177628
#> 2092 89 t21 t21 FALSE 18.4779418 250.9020604
#> 2093 89 t22 t22 FALSE 18.8785286 255.3597576
#> 2094 89 t23 t23 FALSE 17.6701032 257.6625489
#> 2095 89 t24 t24 FALSE 18.8856571 257.2790455
#> 2096 89 t25 t25 FALSE 19.3311661 267.0774750
#> 2097 89 t26 t26 FALSE 19.2594423 258.3145316
#> 2098 89 t27 t27 FALSE 19.2528670 262.4450071
#> 2099 89 t28 t28 FALSE 18.6686060 257.2223890
#> 2100 89 t29 t29 FALSE 18.9365507 257.2787438
#> 2101 89 t30 t30 FALSE 18.5487022 256.8421476
#> 2102 89 t31 t31 FALSE 18.6382047 262.1705219
#> 2103 89 t32 t32 FALSE 19.1568250 265.1965292
#> 2104 89 t33 t33 FALSE 19.3185921 270.2414630
#> 2105 89 t34 t34 FALSE 17.9421505 259.7666578
#> 2106 89 t35 t35 FALSE 18.0129782 243.4774696
#> 2107 89 t36 t36 FALSE 19.1159900 258.5095907
#> 2108 89 t37 t37 FALSE 17.1576926 260.9948704
#> 2109 89 t38 t38 FALSE 17.6863498 250.6061459
#> 2110 89 t39 t39 FALSE 17.4663543 248.9642309
#> 2111 89 t40 t40 FALSE 18.2032600 259.0846921
#> 2112 89 t41 t41 FALSE 17.3679405 254.0596765
#> 2113 89 t42 t42 FALSE 17.7893493 252.4564049
#> 2114 89 t43 t43 TRUE 16.8495192 255.3442485
#> 2115 89 t95 t43 TRUE 16.8495192 255.3442485
#> 2116 89 t44 t44 FALSE 17.2771750 258.7748592
#> 2117 89 t45 t45 FALSE 17.4785205 254.9355692
#> 2118 89 t46 t46 FALSE 18.0880485 260.3804327
#> 2119 89 t47 t47 FALSE 18.4267495 250.2746906
#> 2120 89 t48 t48 FALSE 18.7321260 256.8819315
#> 2121 89 t49 t49 TRUE 17.6693178 255.3845750
#> 2122 89 t96 t49 TRUE 17.6693178 255.3845750
#> 2123 89 t50 t50 FALSE 18.5595197 259.1570950
#> 2124 89 t51 t51 FALSE 18.8013800 254.8274267
#> 2125 89 t52 t52 FALSE 17.0569662 245.0816775
#> 2126 89 t53 t53 FALSE 17.7487765 251.8262510
#> 2127 89 t54 t54 TRUE 17.8180005 264.8009160
#> 2128 89 t97 t54 TRUE 17.8180005 264.8009160
#> 2129 89 t55 t55 FALSE 17.7583795 250.8001890
#> 2130 89 t56 t56 FALSE 18.1832825 259.4893710
#> 2131 89 t57 t57 FALSE 18.6542649 256.7127101
#> 2132 89 t58 t58 FALSE 18.3083949 259.7137684
#> 2133 89 t59 t59 FALSE 17.6546302 251.3755931
#> 2134 89 t60 t60 FALSE 17.7251079 250.7804913
#> 2135 89 t61 t61 FALSE 16.9976873 249.4509847
#> 2136 89 t62 t62 FALSE 18.1863338 253.2662281
#> 2137 89 t63 t63 FALSE 18.8426486 261.7302033
#> 2138 89 t64 t64 FALSE 17.1403737 257.4501538
#> 2139 89 t65 t65 FALSE 18.6525242 265.1272713
#> 2140 89 t66 t66 FALSE 17.6144112 251.6780495
#> 2141 89 t67 t67 FALSE 17.7602730 258.6179591
#> 2142 89 t68 t68 FALSE 18.8657625 268.1723753
#> 2143 89 t69 t69 FALSE 18.1360465 260.0227333
#> 2144 89 t70 t70 FALSE 17.7879413 250.3606734
#> 2145 89 t71 t71 FALSE 16.3732810 255.8556758
#> 2146 89 t72 t72 FALSE 17.9247059 261.9439896
#> 2147 89 t73 t73 FALSE 17.0854618 251.9259943
#> 2148 89 t74 t74 FALSE 17.4992949 250.7571475
#> 2149 89 t75 t75 FALSE 17.7520077 259.2697995
#> 2150 89 t76 t76 FALSE 17.9459129 259.7777840
#> 2151 89 t77 t77 FALSE 18.1789300 260.2281382
#> 2152 89 t78 t78 FALSE 17.7300162 258.6216807
#> 2153 89 t79 t79 FALSE 16.7858179 251.1941545
#> 2154 89 t80 t80 FALSE 18.6590481 259.1817253
#> 2155 89 t81 t81 FALSE 18.0463038 250.8336007
#> 2156 89 t82 t82 FALSE 16.9495118 249.4125410
#> 2157 89 t83 t83 FALSE 16.9899941 257.1431120
#> 2158 89 t84 t84 FALSE 17.8800730 257.8116586
#> 2159 89 t85 t85 FALSE 17.1293811 260.9744588
#> 2160 89 t86 t86 FALSE 17.6473371 252.6804569
#> 2161 89 t87 t87 FALSE 17.6835542 255.0248572
#> 2162 89 t88 t88 FALSE 17.5393141 254.1995590
#> 2163 89 t89 t89 FALSE 17.1036884 245.0288574
#> 2164 89 t90 t90 FALSE 18.5535320 266.2418137
#> 2165 89 t91 t91 FALSE 17.5464794 248.9834801
#> 2166 89 t92 t92 FALSE 17.2956474 258.8361407
#> 2167 89 t93 t93 FALSE 16.2628638 255.9340037
#> 2168 90 t1 t1 FALSE 18.6155073 266.7470918
#> 2169 90 t2 t2 FALSE 19.6685847 273.2472751
#> 2170 90 t3 t3 FALSE 18.6001276 260.8581969
#> 2171 90 t4 t4 FALSE 19.5529821 272.1451364
#> 2172 90 t5 t5 FALSE 19.4342833 261.6436883
#> 2173 90 t6 t6 FALSE 18.8628279 262.8818698
#> 2174 90 t7 t7 FALSE 18.7862886 269.0371347
#> 2175 90 t8 t8 FALSE 19.0972583 256.9951464
#> 2176 90 t9 t9 TRUE 17.3796911 262.1126068
#> 2177 90 t98 t9 TRUE 17.3796911 262.1126068
#> 2178 90 t10 t10 FALSE 19.4505037 269.9850674
#> 2179 90 t11 t11 FALSE 17.8659175 251.9426863
#> 2180 90 t12 t12 FALSE 18.8188427 255.1423959
#> 2181 90 t13 t13 FALSE 17.4976080 255.7764128
#> 2182 90 t14 t14 FALSE 19.4526207 271.2126125
#> 2183 90 t15 t15 FALSE 18.0067529 251.3822299
#> 2184 90 t16 t16 FALSE 18.5191641 271.1601535
#> 2185 90 t17 t17 FALSE 18.5275752 255.4810505
#> 2186 90 t18 t18 FALSE 18.6455739 261.1767471
#> 2187 90 t19 t19 FALSE 19.6150182 263.6702299
#> 2188 90 t20 t20 FALSE 19.1768783 258.1650290
#> 2189 90 t21 t21 FALSE 18.5085070 252.1189059
#> 2190 90 t22 t22 FALSE 18.9184449 256.6975204
#> 2191 90 t23 t23 FALSE 17.7645312 257.9005927
#> 2192 90 t24 t24 FALSE 18.8559476 258.5346153
#> 2193 90 t25 t25 FALSE 19.3453063 268.1229853
#> 2194 90 t26 t26 FALSE 19.2935734 259.8197845
#> 2195 90 t27 t27 FALSE 19.2959165 263.7678213
#> 2196 90 t28 t28 FALSE 18.6878651 258.2832784
#> 2197 90 t29 t29 FALSE 18.9896934 258.6135895
#> 2198 90 t30 t30 FALSE 18.6059214 257.8079841
#> 2199 90 t31 t31 FALSE 18.6309080 263.0140658
#> 2200 90 t32 t32 FALSE 19.1323848 266.2655043
#> 2201 90 t33 t33 FALSE 19.3242060 271.2125725
#> 2202 90 t34 t34 FALSE 17.9979584 260.1466980
#> 2203 90 t35 t35 FALSE 18.0783979 244.7051917
#> 2204 90 t36 t36 FALSE 19.0866713 259.8970311
#> 2205 90 t37 t37 TRUE 16.2085549 261.7556584
#> 2206 90 t99 t37 TRUE 16.2085549 261.7556584
#> 2207 90 t38 t38 FALSE 17.8345320 251.2186391
#> 2208 90 t39 t39 TRUE 16.6416378 250.4541516
#> 2209 90 t100 t39 TRUE 16.6416378 250.4541516
#> 2210 90 t40 t40 FALSE 18.3059916 259.6749630
#> 2211 90 t41 t41 FALSE 17.4739666 254.2312931
#> 2212 90 t42 t42 TRUE 16.8365702 254.1032866
#> 2213 90 t101 t42 TRUE 16.8365702 254.1032866
#> 2214 90 t43 t43 FALSE 17.1471615 255.0466020
#> 2215 90 t44 t44 FALSE 17.3672623 258.6840833
#> 2216 90 t45 t45 FALSE 17.5229803 255.1343207
#> 2217 90 t46 t46 FALSE 18.1887525 260.8362009
#> 2218 90 t47 t47 FALSE 18.4927908 251.5098200
#> 2219 90 t48 t48 FALSE 18.8115839 258.0320232
#> 2220 90 t49 t49 FALSE 17.7101331 255.7944238
#> 2221 90 t50 t50 FALSE 18.7115459 260.0726834
#> 2222 90 t51 t51 FALSE 18.9394706 256.1410052
#> 2223 90 t52 t52 FALSE 17.2288202 245.4457119
#> 2224 90 t53 t53 FALSE 17.8401605 252.3813049
#> 2225 90 t54 t54 FALSE 17.8873289 264.7824343
#> 2226 90 t55 t55 FALSE 17.8979215 251.4522865
#> 2227 90 t56 t56 FALSE 18.2691346 260.0711679
#> 2228 90 t57 t57 FALSE 18.6587424 257.6801146
#> 2229 90 t58 t58 FALSE 18.2951627 260.4825719
#> 2230 90 t59 t59 FALSE 17.8117292 251.9666595
#> 2231 90 t60 t60 FALSE 17.7820835 251.4125055
#> 2232 90 t61 t61 FALSE 17.1392863 249.5410334
#> 2233 90 t62 t62 TRUE 17.2942350 255.1395194
#> 2234 90 t102 t62 TRUE 17.2942350 255.1395194
#> 2235 90 t63 t63 FALSE 18.9402259 262.6950126
#> 2236 90 t64 t64 FALSE 17.2638017 257.3263128
#> 2237 90 t65 t65 FALSE 18.7342501 265.7239720
#> 2238 90 t66 t66 FALSE 17.7612909 252.1486323
#> 2239 90 t67 t67 FALSE 17.9071922 258.8597047
#> 2240 90 t68 t68 FALSE 18.9216919 268.8143277
#> 2241 90 t69 t69 FALSE 18.1183352 260.5932962
#> 2242 90 t70 t70 FALSE 17.8878453 251.0921851
#> 2243 90 t71 t71 FALSE 16.5953804 255.1519042
#> 2244 90 t72 t72 FALSE 18.0816119 262.1290716
#> 2245 90 t73 t73 FALSE 17.1454094 251.9629166
#> 2246 90 t74 t74 FALSE 17.6306171 251.2529154
#> 2247 90 t75 t75 FALSE 17.8534294 259.4849765
#> 2248 90 t76 t76 FALSE 18.0139202 260.1438369
#> 2249 90 t77 t77 FALSE 18.2533060 260.7825817
#> 2250 90 t78 t78 FALSE 17.8528732 258.9008098
#> 2251 90 t79 t79 TRUE 15.9270592 252.0339934
#> 2252 90 t103 t79 TRUE 15.9270592 252.0339934
#> 2253 90 t80 t80 FALSE 18.7520640 260.1533118
#> 2254 90 t81 t81 FALSE 18.1062818 251.6475553
#> 2255 90 t82 t82 FALSE 17.2085171 249.4627816
#> 2256 90 t83 t83 FALSE 17.0812561 256.9080557
#> 2257 90 t84 t84 FALSE 17.9976506 258.1505272
#> 2258 90 t85 t85 FALSE 17.2337976 260.6224871
#> 2259 90 t86 t86 FALSE 17.7498534 253.1061996
#> 2260 90 t87 t87 FALSE 17.7538008 255.3432556
#> 2261 90 t88 t88 FALSE 17.6367593 254.6657522
#> 2262 90 t89 t89 FALSE 17.1882526 245.4592300
#> 2263 90 t90 t90 FALSE 18.6591473 266.8562581
#> 2264 90 t91 t91 FALSE 17.6649591 249.6051495
#> 2265 90 t92 t92 FALSE 17.5134877 258.6506346
#> 2266 90 t93 t93 FALSE 16.4974550 255.2000626
#> 2267 90 t94 t94 FALSE 18.4785539 271.0836478
#> 2268 90 t95 t95 FALSE 17.0784062 255.0658412
#> 2269 90 t96 t96 FALSE 17.7756673 255.7272772
#> 2270 90 t97 t97 FALSE 17.9607351 264.7781835
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 99 internal nodes.
#>
#> Tip labels:
#> t1, t90, t24, t29, t28, t48, ...
#>
#> 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 t70 0.118190731 -0.10536587
#> 2 t95 0.131663471 1.13651176
#> 3 t62 0.041159559 0.30429063
#> 4 t20 0.055141991 0.52012130
#> 5 t31 -0.054369459 1.34554954
#> 6 t37 -0.165445596 -0.06535951
#> 7 t45 0.018925547 0.99349934
#> 8 t71 0.099837574 0.98818333
#> 9 t9 0.209923579 0.91844422
#> 10 t64 -0.191976411 -2.33513263
#> 11 t93 -0.116162958 0.46363435
#> 12 t51 0.371083830 3.92525590
#> 13 t79 -0.086528346 0.03821138
#> 14 t76 0.107011105 1.11147933
#> 15 t88 -0.001552908 0.16939012
#> 16 t42 0.053663204 0.07151734
#> 17 t75 0.181919429 0.86939207
#> 18 t63 -0.195276278 -0.67926094
#> 19 t80 0.240103726 1.85270233
#> 20 t87 -0.030013530 0.67321539
#> 21 t44 0.053080534 -0.09814242
#> 22 t10 0.177729460 2.75681682
#> 23 t72 -0.051126423 -2.48590694
#> 24 t17 0.493389460 1.13630887
#> 25 t94 0.054263017 0.78075856
#> 26 t12 0.141000473 2.70059967
#> 27 t38 0.103254895 -0.08012846
#> 28 t82 -0.075333063 -0.79135057
#> 29 t27 0.252155591 1.09758482
#> 30 t60 0.159517908 2.02303098
#> 31 t58 -0.087377737 -0.09005337
#> 32 t105 -0.007954928 -1.06763172
#> 33 t4 0.200710640 0.80646162
#> 34 t61 0.047808545 0.22358974
#> 35 t46 -0.065271836 1.11023822
#> 36 t78 0.012251057 0.50573179
#> 37 t52 -0.169224516 -0.33997673
#> 38 t48 0.197918210 1.21997885
#> 39 t92 0.006115985 -2.54288305
#> 40 t98 0.209923579 0.91844422
#> 41 t3 -0.045128428 -1.27571675
#> 42 t23 0.026943416 1.18076763
#> 43 t102 -0.051328533 0.22129658
#> 44 t5 0.004747687 0.04650463
#> 45 t32 -0.124009200 -0.56040516
#> 46 t57 0.012443579 0.92960241
#> 47 t6 -0.066652202 0.23357090
#> 48 t50 -0.070586039 -0.63522088
#> 49 t67 -0.057558198 0.17789641
#> 50 t83 -0.004636884 -0.06425125
#> 51 t21 0.047665274 -0.05679045
#> 52 t25 0.094728762 0.74596610
#> 53 t39 0.121384259 -1.19190228
#> 54 t28 -0.288138514 -2.93662328
#> 55 t11 0.006967235 0.49487542
#> 56 t74 -0.116854943 0.62891841
#> 57 t26 -0.024109641 0.64929087
#> 58 t33 -0.400716326 -1.45718669
#> 59 t18 0.155814942 2.61817014
#> 60 t104 -0.191976411 -2.33513263
#> 61 t65 -0.007954928 -1.06763172
#> 62 t77 -0.098496855 0.49415643
#> 63 t49 0.093117314 2.62751600
#> 64 t81 -0.176866766 -0.82217171
#> 65 t106 -0.075333063 -0.79135057
#> 66 t96 -0.081775338 0.73579913
#> 67 t34 -0.172393972 0.03293707
#> 68 t8 0.181556796 3.02767238
#> 69 t22 0.216844387 2.26292089
#> 70 t7 -0.054269712 1.53946929
#> 71 t53 0.158729487 1.27117733
#> 72 t59 -0.180310977 -0.52077435
#> 73 t41 0.289005320 3.04906752
#> 74 t1 -0.088863057 2.24730056
#> 75 t43 -0.051328533 0.22129658
#> 76 t56 -0.142768884 2.43183789
#> 77 t101 0.289005320 3.04906752
#> 78 t30 -0.297306114 -2.29934618
#> 79 t19 0.067768590 0.71292451
#> 80 t54 -0.355482965 -1.17862049
#> 81 t85 -0.127127127 -0.90304946
#> 82 t14 0.065957244 -0.56792452
#> 83 t15 -0.176864983 -1.36664451
#> 84 t84 0.123962386 2.18054511
#> 85 t89 -0.102273370 0.05569768
#> 86 t40 -0.135785791 -0.34050361
#> 87 t100 0.065957244 -0.56792452
#> 88 t86 -0.089447587 1.39720145
#> 89 t47 -0.292993550 -0.65837737
#> 90 t36 -0.143154681 -0.62880320
#> 91 t13 0.071535083 1.02286692
#> 92 t91 -0.012248020 0.75437796
#> 93 t29 0.106271689 0.49042949
#> 94 t2 0.229486734 2.10659554
#> 95 t68 -0.028263533 2.29344437
#> 96 t103 -0.180310977 -0.52077435
#> 97 t90 -0.117648400 -1.04853528
#> 98 t97 -0.066652202 0.23357090
#> 99 t73 0.004259418 -1.26956221
#> 100 t55 -0.192924423 -0.81671947
#>
#> $simulation
#> ts species parent split x y
#> 1 1 t1 <NA> FALSE 1.0000000000 -1.0000000000
#> 2 2 t1 t1 FALSE 0.9167663791 -0.0403390440
#> 3 3 t1 t1 FALSE 0.7488338207 0.7109243730
#> 4 4 t1 t1 FALSE 0.6760696235 1.2924807284
#> 5 5 t1 t1 FALSE 0.6761284086 1.8311621393
#> 6 6 t1 t1 FALSE 0.6041575456 2.3247547746
#> 7 7 t1 t1 FALSE 0.5110294783 2.7109921139
#> 8 8 t1 t1 FALSE 0.4877710524 2.9515345369
#> 9 9 t1 t1 FALSE 0.5353126174 3.1444703449
#> 10 10 t1 t1 FALSE 0.5333213823 3.3917783268
#> 11 11 t1 t1 FALSE 0.4823880310 3.6465089772
#> 12 12 t1 t1 FALSE 0.4075804562 3.8697040535
#> 13 13 t1 t1 TRUE 0.3095730176 3.9363334620
#> 14 13 t2 t1 TRUE 0.3095730176 3.9363334620
#> 15 14 t1 t1 FALSE 0.3168989081 4.0628219142
#> 16 14 t2 t2 FALSE 0.3031326287 3.9237530646
#> 17 15 t1 t1 FALSE 0.3481853141 4.1451094517
#> 18 15 t2 t2 FALSE 0.3776254246 3.9571001399
#> 19 16 t1 t1 FALSE 0.2690309115 4.1922394374
#> 20 16 t2 t2 FALSE 0.3190302683 4.0855404138
#> 21 17 t1 t1 FALSE 0.2291719415 4.2649646495
#> 22 17 t2 t2 FALSE 0.2876871621 4.1842000540
#> 23 18 t1 t1 FALSE 0.2589167279 4.1736802416
#> 24 18 t2 t2 TRUE 0.2413977479 4.2718833506
#> 25 18 t3 t2 TRUE 0.2413977479 4.2718833506
#> 26 19 t1 t1 FALSE 0.2901013965 4.2117472136
#> 27 19 t2 t2 FALSE 0.0969418166 4.2851001010
#> 28 19 t3 t3 FALSE 0.2323448415 4.2546028164
#> 29 20 t1 t1 FALSE 0.3124387721 4.2381175247
#> 30 20 t2 t2 FALSE 0.1257917965 4.1390344928
#> 31 20 t3 t3 FALSE 0.1760386035 4.2659088616
#> 32 21 t1 t1 TRUE 0.2814168184 4.3090437064
#> 33 21 t4 t1 TRUE 0.2814168184 4.3090437064
#> 34 21 t2 t2 FALSE 0.1326422232 4.0422367631
#> 35 21 t3 t3 FALSE 0.2828297862 4.1532020059
#> 36 22 t1 t1 TRUE 0.2383043726 4.3699808325
#> 37 22 t5 t1 TRUE 0.2383043726 4.3699808325
#> 38 22 t2 t2 FALSE 0.0851268875 3.8561017364
#> 39 22 t3 t3 FALSE 0.2258206314 4.2334371841
#> 40 22 t4 t4 TRUE 0.3197921974 4.3640985121
#> 41 22 t6 t4 TRUE 0.3197921974 4.3640985121
#> 42 23 t1 t1 FALSE 0.1894430536 4.3394680969
#> 43 23 t2 t2 FALSE 0.0426920188 3.7058999028
#> 44 23 t3 t3 FALSE 0.2111588411 4.2390111066
#> 45 23 t4 t4 FALSE 0.3763584480 4.4537449208
#> 46 23 t5 t5 FALSE 0.1957901364 4.3507602535
#> 47 23 t6 t6 FALSE 0.2479318698 4.4939167192
#> 48 24 t1 t1 FALSE 0.1730506923 4.1841422299
#> 49 24 t2 t2 FALSE 0.0903879194 3.5109485438
#> 50 24 t3 t3 FALSE 0.1975804690 4.2860811626
#> 51 24 t4 t4 FALSE 0.2285591811 4.4507839852
#> 52 24 t5 t5 FALSE 0.2261898013 4.2334559172
#> 53 24 t6 t6 TRUE 0.1581782697 4.4869162483
#> 54 24 t7 t6 TRUE 0.1581782697 4.4869162483
#> 55 25 t1 t1 FALSE 0.1393294800 4.1149029134
#> 56 25 t2 t2 FALSE -0.0025536740 3.3869427278
#> 57 25 t3 t3 TRUE 0.1660813850 4.3034375359
#> 58 25 t8 t3 TRUE 0.1660813850 4.3034375359
#> 59 25 t4 t4 FALSE 0.1502434716 4.4381623621
#> 60 25 t5 t5 FALSE 0.1606015400 4.2080504930
#> 61 25 t6 t6 FALSE 0.1093664566 4.4438433430
#> 62 25 t7 t7 TRUE 0.1955251972 4.3816399081
#> 63 25 t9 t7 TRUE 0.1955251972 4.3816399081
#> 64 26 t1 t1 FALSE 0.0828697498 4.0076615647
#> 65 26 t2 t2 FALSE 0.0800559221 3.2745720297
#> 66 26 t3 t3 FALSE 0.2013742653 4.3057061335
#> 67 26 t4 t4 TRUE 0.1757854267 4.4079789250
#> 68 26 t10 t4 TRUE 0.1757854267 4.4079789250
#> 69 26 t5 t5 FALSE 0.1479127561 4.0854891433
#> 70 26 t6 t6 FALSE 0.0985113351 4.4055550133
#> 71 26 t7 t7 FALSE 0.1966553739 4.2677731371
#> 72 26 t8 t8 FALSE 0.1846169614 4.1964719488
#> 73 26 t9 t9 FALSE 0.1577586740 4.3018311855
#> 74 27 t1 t1 FALSE 0.1656723165 3.8625998324
#> 75 27 t2 t2 FALSE 0.1161072921 3.2456302164
#> 76 27 t3 t3 FALSE 0.2072638135 4.2717137116
#> 77 27 t4 t4 FALSE 0.1376362234 4.3511575596
#> 78 27 t5 t5 FALSE 0.1239008082 3.9256719654
#> 79 27 t6 t6 FALSE 0.0169639345 4.2052244938
#> 80 27 t7 t7 FALSE 0.1792793870 4.2081623928
#> 81 27 t8 t8 FALSE 0.0759596664 4.1226677988
#> 82 27 t9 t9 FALSE 0.1105849305 4.2018810800
#> 83 27 t10 t10 FALSE 0.2200037162 4.3695212169
#> 84 28 t1 t1 TRUE 0.1763410614 3.7965971389
#> 85 28 t11 t1 TRUE 0.1763410614 3.7965971389
#> 86 28 t2 t2 FALSE 0.0986526676 3.1272297424
#> 87 28 t3 t3 FALSE 0.1693857130 4.1458169861
#> 88 28 t4 t4 FALSE 0.2051523601 4.1840330684
#> 89 28 t5 t5 FALSE 0.0574492881 3.8937295726
#> 90 28 t6 t6 FALSE 0.0079040435 4.0453940497
#> 91 28 t7 t7 FALSE 0.1291552185 4.1636028136
#> 92 28 t8 t8 FALSE 0.0983773887 3.9448636673
#> 93 28 t9 t9 FALSE 0.1148472325 4.1292687139
#> 94 28 t10 t10 FALSE 0.2152544429 4.3576011397
#> 95 29 t1 t1 FALSE 0.1992059456 3.7602749703
#> 96 29 t2 t2 FALSE 0.0970080849 2.9769891336
#> 97 29 t3 t3 FALSE 0.1306997689 4.0885995881
#> 98 29 t4 t4 FALSE 0.1277037280 4.2085894919
#> 99 29 t5 t5 FALSE 0.0684573348 3.7292296310
#> 100 29 t6 t6 FALSE 0.0342004632 3.8600355353
#> 101 29 t7 t7 FALSE 0.1765935766 4.0630703489
#> 102 29 t8 t8 FALSE 0.1145859000 3.8291773245
#> 103 29 t9 t9 FALSE 0.1260662378 4.0179792592
#> 104 29 t10 t10 FALSE 0.2211417182 4.3367940365
#> 105 29 t11 t11 FALSE 0.1724598310 3.6725232049
#> 106 30 t1 t1 FALSE 0.1765646455 3.6966383369
#> 107 30 t2 t2 FALSE 0.1706575083 2.8298475584
#> 108 30 t3 t3 FALSE 0.1366532449 3.9833362450
#> 109 30 t4 t4 FALSE 0.1679172064 4.1327733516
#> 110 30 t5 t5 FALSE 0.0040251810 3.5561795176
#> 111 30 t6 t6 FALSE -0.0060942796 3.7506869037
#> 112 30 t7 t7 TRUE 0.1379750246 4.0531524732
#> 113 30 t12 t7 TRUE 0.1379750246 4.0531524732
#> 114 30 t8 t8 TRUE 0.1536354170 3.6344528649
#> 115 30 t13 t8 TRUE 0.1536354170 3.6344528649
#> 116 30 t9 t9 FALSE 0.0794919175 3.8828030491
#> 117 30 t10 t10 FALSE 0.2117787882 4.1862913059
#> 118 30 t11 t11 FALSE 0.2009952463 3.6609641649
#> 119 31 t1 t1 FALSE 0.1321775204 3.6691522222
#> 120 31 t2 t2 FALSE 0.3147047491 2.8144629047
#> 121 31 t3 t3 FALSE 0.1659572282 3.9516019165
#> 122 31 t4 t4 FALSE 0.0771321418 4.0915883530
#> 123 31 t5 t5 FALSE 0.0336954150 3.4918125563
#> 124 31 t6 t6 FALSE 0.0541219680 3.5272653994
#> 125 31 t7 t7 FALSE 0.1584036956 3.9610943265
#> 126 31 t8 t8 FALSE 0.1531429110 3.5835369240
#> 127 31 t9 t9 FALSE 0.1275603155 3.7108610058
#> 128 31 t10 t10 FALSE 0.1928588955 4.1158240833
#> 129 31 t11 t11 FALSE 0.1787043654 3.5615699510
#> 130 31 t12 t12 FALSE 0.1019956370 3.8844598841
#> 131 31 t13 t13 FALSE 0.0555482852 3.5730981221
#> 132 32 t1 t1 FALSE 0.0796557038 3.5583399364
#> 133 32 t2 t2 FALSE 0.2900026237 2.9313422086
#> 134 32 t3 t3 FALSE 0.1752280658 3.9092017891
#> 135 32 t4 t4 FALSE 0.0699566131 3.9476885982
#> 136 32 t5 t5 FALSE 0.0415354669 3.3471847613
#> 137 32 t6 t6 FALSE -0.0125147621 3.3809801611
#> 138 32 t7 t7 FALSE 0.1574881473 3.7824149323
#> 139 32 t8 t8 FALSE 0.0184516601 3.6205666232
#> 140 32 t9 t9 FALSE 0.0068018847 3.4736651790
#> 141 32 t10 t10 FALSE 0.2244443433 4.1573645337
#> 142 32 t11 t11 FALSE 0.1649232945 3.5584937164
#> 143 32 t12 t12 FALSE 0.0961452563 3.8000003318
#> 144 32 t13 t13 TRUE -0.0086245742 3.4332689242
#> 145 32 t14 t13 TRUE -0.0086245742 3.4332689242
#> 146 33 t1 t1 FALSE 0.1542694903 3.4209543707
#> 147 33 t2 t2 FALSE 0.2959225021 2.9482841684
#> 148 33 t3 t3 FALSE 0.1098749494 3.8719320404
#> 149 33 t4 t4 FALSE 0.0559095752 3.7874456023
#> 150 33 t5 t5 FALSE 0.0670496271 3.2389568067
#> 151 33 t6 t6 FALSE 0.0285649747 3.1712716728
#> 152 33 t7 t7 FALSE 0.1476305425 3.6806527537
#> 153 33 t8 t8 FALSE -0.0129587690 3.3635204626
#> 154 33 t9 t9 FALSE -0.0048572006 3.3656476252
#> 155 33 t10 t10 FALSE 0.1529184394 4.0854437340
#> 156 33 t11 t11 FALSE 0.1553180155 3.5233952683
#> 157 33 t12 t12 FALSE 0.0873223270 3.6300602850
#> 158 33 t13 t13 FALSE -0.0155813105 3.2437844063
#> 159 33 t14 t14 TRUE -0.0062011215 3.2523108564
#> 160 33 t15 t14 TRUE -0.0062011215 3.2523108564
#> 161 34 t1 t1 TRUE 0.2141859617 3.3921027266
#> 162 34 t16 t1 TRUE 0.2141859617 3.3921027266
#> 163 34 t2 t2 FALSE 0.2482615276 2.9647058487
#> 164 34 t3 t3 FALSE 0.1297296599 3.7662854518
#> 165 34 t4 t4 FALSE 0.0566158500 3.7336615200
#> 166 34 t5 t5 FALSE 0.0300542919 3.0125994296
#> 167 34 t6 t6 FALSE -0.0426655956 3.0124716325
#> 168 34 t7 t7 FALSE 0.1089011275 3.6162409010
#> 169 34 t8 t8 FALSE -0.0317200809 3.1469933765
#> 170 34 t9 t9 FALSE 0.0160687028 3.1747227125
#> 171 34 t10 t10 FALSE 0.2850219036 4.0581293592
#> 172 34 t11 t11 FALSE 0.2771329583 3.4212888347
#> 173 34 t12 t12 FALSE 0.0918417854 3.5547199568
#> 174 34 t13 t13 FALSE -0.0159427960 3.1119555696
#> 175 34 t14 t14 FALSE 0.0077119230 3.0821373419
#> 176 34 t15 t15 FALSE -0.0348104663 3.1172868945
#> 177 35 t1 t1 FALSE 0.1880128253 3.3845044036
#> 178 35 t2 t2 FALSE 0.2677676331 3.0348857596
#> 179 35 t3 t3 FALSE 0.1357866266 3.6515927972
#> 180 35 t4 t4 FALSE 0.0324986684 3.5837146758
#> 181 35 t5 t5 FALSE 0.0122740628 2.9787705304
#> 182 35 t6 t6 FALSE -0.0211539000 2.8874362978
#> 183 35 t7 t7 FALSE 0.1666371813 3.5351636505
#> 184 35 t8 t8 FALSE -0.0578875310 2.9745886645
#> 185 35 t9 t9 FALSE 0.1004333643 2.9750837607
#> 186 35 t10 t10 FALSE 0.2426361370 4.1075879930
#> 187 35 t11 t11 FALSE 0.1517027223 3.4572691189
#> 188 35 t12 t12 FALSE 0.0254947639 3.4635698583
#> 189 35 t13 t13 FALSE -0.0051543249 2.8809018571
#> 190 35 t14 t14 FALSE 0.0427140173 2.9619113604
#> 191 35 t15 t15 FALSE -0.0138201817 3.0042161118
#> 192 35 t16 t16 FALSE 0.1488878058 3.4164228506
#> 193 36 t1 t1 FALSE 0.1744572752 3.4349497415
#> 194 36 t2 t2 FALSE 0.2301522357 3.0720255769
#> 195 36 t3 t3 FALSE 0.1157188650 3.5244623446
#> 196 36 t4 t4 FALSE -0.0050017538 3.3583591910
#> 197 36 t5 t5 TRUE 0.0522778677 2.8156006021
#> 198 36 t17 t5 TRUE 0.0522778677 2.8156006021
#> 199 36 t6 t6 FALSE -0.0081879348 2.7892442252
#> 200 36 t7 t7 FALSE 0.2727823516 3.4657160399
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#> 1832 72 t39 t39 FALSE 0.0084719299 -1.3621988135
#> 1833 72 t40 t40 FALSE -0.1031992606 -0.1985443593
#> 1834 72 t41 t41 FALSE 0.2388555872 3.0237630828
#> 1835 72 t42 t42 FALSE 0.0163986744 0.2524479760
#> 1836 72 t43 t43 FALSE -0.1774503248 0.5390380256
#> 1837 72 t44 t44 FALSE 0.1829769956 -0.3063435454
#> 1838 72 t45 t45 FALSE 0.0387999328 1.1874203559
#> 1839 72 t46 t46 FALSE -0.0877979246 1.3742357952
#> 1840 72 t47 t47 FALSE -0.3586898080 -0.0798264479
#> 1841 72 t48 t48 FALSE 0.1817498383 1.0832737906
#> 1842 72 t49 t49 FALSE 0.1649891652 2.5595307887
#> 1843 72 t50 t50 FALSE -0.0683196648 -0.6377597082
#> 1844 72 t51 t51 FALSE 0.3401726244 3.7556525358
#> 1845 72 t52 t52 FALSE -0.1537296494 -0.0452307628
#> 1846 72 t53 t53 FALSE 0.2144685678 1.0048851943
#> 1847 72 t54 t54 FALSE -0.3799934239 -0.5960020410
#> 1848 72 t55 t55 TRUE -0.1168535410 -0.9081744007
#> 1849 72 t90 t55 TRUE -0.1168535410 -0.9081744007
#> 1850 72 t56 t56 FALSE 0.0361312569 2.8561054212
#> 1851 72 t57 t57 TRUE -0.0526134227 1.0958671384
#> 1852 72 t91 t57 TRUE -0.0526134227 1.0958671384
#> 1853 72 t58 t58 FALSE -0.2274002087 0.3649296178
#> 1854 72 t59 t59 FALSE -0.1446198347 -0.3325925402
#> 1855 72 t60 t60 FALSE 0.1171300122 1.8793972043
#> 1856 72 t61 t61 FALSE 0.0333193787 0.1837453846
#> 1857 72 t62 t62 FALSE -0.0165491735 0.3964061224
#> 1858 72 t63 t63 FALSE -0.2006621218 -0.4557573678
#> 1859 72 t64 t64 FALSE -0.2119213013 -2.3320240640
#> 1860 72 t65 t65 FALSE -0.0613734855 -1.1116926836
#> 1861 72 t66 t66 FALSE -0.1176451070 -1.0674776521
#> 1862 72 t67 t67 FALSE 0.0203274809 0.1885561705
#> 1863 72 t68 t68 FALSE 0.0204623443 2.5400401957
#> 1864 72 t69 t69 FALSE 0.0193899931 1.6413393255
#> 1865 72 t70 t70 FALSE 0.1278658987 -0.5271416864
#> 1866 72 t71 t71 FALSE 0.0146154978 1.0548235269
#> 1867 72 t72 t72 TRUE -0.1353270355 -2.5796725037
#> 1868 72 t92 t72 TRUE -0.1353270355 -2.5796725037
#> 1869 72 t73 t73 FALSE -0.1511516568 -1.3623666358
#> 1870 72 t74 t74 FALSE -0.1435768159 0.9576364505
#> 1871 72 t75 t75 FALSE 0.1371325348 0.8552108731
#> 1872 72 t76 t76 FALSE 0.1386489960 1.0124831079
#> 1873 72 t77 t77 TRUE -0.0766923103 0.6490680780
#> 1874 72 t93 t77 TRUE -0.0766923103 0.6490680780
#> 1875 72 t78 t78 FALSE -0.0073691253 0.5463030477
#> 1876 72 t79 t79 FALSE -0.1531537027 0.2172266873
#> 1877 72 t80 t80 FALSE 0.1472429337 1.9160430701
#> 1878 72 t81 t81 FALSE -0.0726921268 -0.7753576172
#> 1879 72 t82 t82 FALSE -0.1200514206 -0.6555565114
#> 1880 72 t83 t83 FALSE -0.0590100642 -0.1582133151
#> 1881 72 t84 t84 FALSE 0.1414409050 2.0579414544
#> 1882 72 t85 t85 FALSE -0.0214001492 -1.0238579928
#> 1883 72 t86 t86 FALSE -0.0066252132 1.6872539650
#> 1884 72 t87 t87 FALSE -0.0052786622 0.7421336595
#> 1885 72 t88 t88 FALSE -0.0279927671 0.2014779964
#> 1886 73 t1 t1 FALSE -0.1555665961 2.4855741704
#> 1887 73 t2 t2 FALSE 0.2071914934 2.0692930040
#> 1888 73 t3 t3 FALSE -0.1169362597 -1.2886580179
#> 1889 73 t4 t4 FALSE 0.2003380489 0.6103455904
#> 1890 73 t5 t5 FALSE -0.0245142295 0.0753074456
#> 1891 73 t6 t6 FALSE -0.0126145064 0.1937238195
#> 1892 73 t7 t7 FALSE -0.0202846179 1.6323304777
#> 1893 73 t8 t8 FALSE 0.1927623550 2.9536459782
#> 1894 73 t9 t9 FALSE 0.1972001366 0.8827103030
#> 1895 73 t10 t10 FALSE 0.1936190305 2.7557395094
#> 1896 73 t11 t11 FALSE -0.0107945045 0.6236369325
#> 1897 73 t12 t12 FALSE 0.1074908613 2.6869156280
#> 1898 73 t13 t13 FALSE 0.0385374001 1.1573383877
#> 1899 73 t14 t14 FALSE 0.0879125845 -0.7001447533
#> 1900 73 t15 t15 FALSE -0.2354114881 -1.1977672330
#> 1901 73 t16 t16 FALSE -0.1595446327 0.1969648651
#> 1902 73 t17 t17 FALSE 0.4246965226 0.8388623947
#> 1903 73 t18 t18 FALSE 0.1148644004 2.6811200548
#> 1904 73 t19 t19 TRUE 0.0423895047 0.6916730420
#> 1905 73 t94 t19 TRUE 0.0423895047 0.6916730420
#> 1906 73 t20 t20 FALSE 0.0431376017 0.5685613089
#> 1907 73 t21 t21 FALSE 0.0625660210 -0.0284249383
#> 1908 73 t22 t22 FALSE 0.2201980347 2.2304311941
#> 1909 73 t23 t23 TRUE 0.0699741051 1.1067767389
#> 1910 73 t95 t23 TRUE 0.0699741051 1.1067767389
#> 1911 73 t24 t24 FALSE 0.1000163511 0.6727065686
#> 1912 73 t25 t25 FALSE 0.0989540334 0.7186308769
#> 1913 73 t26 t26 TRUE -0.0509030371 0.7709331085
#> 1914 73 t96 t26 TRUE -0.0509030371 0.7709331085
#> 1915 73 t27 t27 FALSE 0.2459207753 0.9700188977
#> 1916 73 t28 t28 FALSE -0.2670701392 -2.8557508403
#> 1917 73 t29 t29 FALSE 0.1645544475 0.3611432478
#> 1918 73 t30 t30 FALSE -0.2181452276 -2.2512152887
#> 1919 73 t31 t31 FALSE -0.1092839668 1.5055407480
#> 1920 73 t32 t32 FALSE -0.1245894621 -0.4349269953
#> 1921 73 t33 t33 FALSE -0.3846955760 -1.1243173549
#> 1922 73 t34 t34 FALSE -0.0967354359 0.1823137625
#> 1923 73 t35 t35 FALSE -0.0209657643 2.7564830651
#> 1924 73 t36 t36 FALSE -0.1285081968 -0.5916368443
#> 1925 73 t37 t37 FALSE -0.1566148222 0.0253537892
#> 1926 73 t38 t38 FALSE 0.0067185812 -0.1143333142
#> 1927 73 t39 t39 FALSE 0.0838208906 -1.3091320377
#> 1928 73 t40 t40 FALSE -0.1239600413 -0.2620144411
#> 1929 73 t41 t41 FALSE 0.2807028585 3.0384763345
#> 1930 73 t42 t42 FALSE -0.0641320873 0.1310247029
#> 1931 73 t43 t43 FALSE -0.1566449825 0.3310343397
#> 1932 73 t44 t44 FALSE 0.0839369403 -0.1585407606
#> 1933 73 t45 t45 FALSE 0.0011599957 1.1381988549
#> 1934 73 t46 t46 FALSE -0.0976373236 1.2153290377
#> 1935 73 t47 t47 FALSE -0.3417157400 -0.3751232945
#> 1936 73 t48 t48 FALSE 0.1772014294 1.1684299420
#> 1937 73 t49 t49 FALSE 0.1001335932 2.6369449165
#> 1938 73 t50 t50 FALSE -0.0624768519 -0.6592982478
#> 1939 73 t51 t51 FALSE 0.3641955224 3.8170742055
#> 1940 73 t52 t52 FALSE -0.1383359380 -0.1638156230
#> 1941 73 t53 t53 FALSE 0.2524013525 1.1704273328
#> 1942 73 t54 t54 FALSE -0.3673077406 -0.8644019196
#> 1943 73 t55 t55 FALSE -0.1282545333 -0.8222999011
#> 1944 73 t56 t56 FALSE -0.0547430272 2.6802450275
#> 1945 73 t57 t57 FALSE -0.0520660904 1.0035651056
#> 1946 73 t58 t58 FALSE -0.1403906519 0.1186706843
#> 1947 73 t59 t59 FALSE -0.1517929678 -0.3946865027
#> 1948 73 t60 t60 FALSE 0.1818283837 1.8616856823
#> 1949 73 t61 t61 FALSE 0.0605251717 0.1947226921
#> 1950 73 t62 t62 FALSE -0.0258404090 0.3795039141
#> 1951 73 t63 t63 FALSE -0.1652689500 -0.5831361173
#> 1952 73 t64 t64 FALSE -0.2204030836 -2.2678781334
#> 1953 73 t65 t65 FALSE -0.0152916150 -1.1246977364
#> 1954 73 t66 t66 FALSE -0.1118492480 -1.1661624452
#> 1955 73 t67 t67 FALSE 0.0007256817 0.2562520001
#> 1956 73 t68 t68 FALSE -0.0281086133 2.4269066212
#> 1957 73 t69 t69 FALSE 0.0196028989 1.4762247303
#> 1958 73 t70 t70 FALSE 0.2088372062 -0.3322443604
#> 1959 73 t71 t71 FALSE 0.0988220352 1.0910744866
#> 1960 73 t72 t72 FALSE -0.0970430960 -2.5531270806
#> 1961 73 t73 t73 FALSE -0.0338116179 -1.3533426119
#> 1962 73 t74 t74 FALSE -0.1275632518 0.8170554479
#> 1963 73 t75 t75 FALSE 0.1761264955 0.8728876131
#> 1964 73 t76 t76 FALSE 0.1017580758 1.0626513564
#> 1965 73 t77 t77 FALSE -0.0684191230 0.5213663456
#> 1966 73 t78 t78 FALSE -0.0096865829 0.5209009314
#> 1967 73 t79 t79 FALSE -0.1145937110 0.1459271787
#> 1968 73 t80 t80 FALSE 0.1383779620 1.9121230312
#> 1969 73 t81 t81 FALSE -0.0704358000 -0.7794693907
#> 1970 73 t82 t82 FALSE -0.1096799379 -0.7224751657
#> 1971 73 t83 t83 FALSE -0.0606494780 -0.0227594326
#> 1972 73 t84 t84 FALSE 0.1424734736 2.2048714744
#> 1973 73 t85 t85 FALSE -0.0442093707 -0.9785131456
#> 1974 73 t86 t86 FALSE -0.0835280029 1.5539981466
#> 1975 73 t87 t87 FALSE -0.0881621818 0.7746936992
#> 1976 73 t88 t88 FALSE -0.0790985484 0.2609402116
#> 1977 73 t89 t89 FALSE -0.1462790463 0.2878053671
#> 1978 73 t90 t90 FALSE -0.1346050864 -0.9734190740
#> 1979 73 t91 t91 FALSE -0.0787479724 0.9643097556
#> 1980 73 t92 t92 FALSE -0.0690489932 -2.6005804555
#> 1981 73 t93 t93 FALSE -0.0977292732 0.5368103411
#> 1982 74 t1 t1 FALSE -0.0888630570 2.2473005628
#> 1983 74 t2 t2 FALSE 0.2294867345 2.1065955379
#> 1984 74 t3 t3 FALSE -0.0451284282 -1.2757167539
#> 1985 74 t4 t4 FALSE 0.2007106403 0.8064616168
#> 1986 74 t5 t5 FALSE 0.0047476873 0.0465046342
#> 1987 74 t6 t6 TRUE -0.0666522020 0.2335709022
#> 1988 74 t97 t6 TRUE -0.0666522020 0.2335709022
#> 1989 74 t7 t7 FALSE -0.0542697121 1.5394692944
#> 1990 74 t8 t8 FALSE 0.1815567959 3.0276723758
#> 1991 74 t9 t9 TRUE 0.2099235790 0.9184442248
#> 1992 74 t98 t9 TRUE 0.2099235790 0.9184442248
#> 1993 74 t10 t10 FALSE 0.1777294601 2.7568168206
#> 1994 74 t11 t11 TRUE 0.0069672355 0.4948754181
#> 1995 74 t99 t11 TRUE 0.0069672355 0.4948754181
#> 1996 74 t12 t12 FALSE 0.1410004727 2.7005996667
#> 1997 74 t13 t13 FALSE 0.0715350832 1.0228669188
#> 1998 74 t14 t14 TRUE 0.0659572436 -0.5679245215
#> 1999 74 t100 t14 TRUE 0.0659572436 -0.5679245215
#> 2000 74 t15 t15 FALSE -0.1768649826 -1.3666445131
#> 2001 74 t16 t16 FALSE -0.1643058750 0.0214056601
#> 2002 74 t17 t17 FALSE 0.4933894601 1.1363088695
#> 2003 74 t18 t18 FALSE 0.1558149418 2.6181701408
#> 2004 74 t19 t19 FALSE 0.0677685898 0.7129245145
#> 2005 74 t20 t20 FALSE 0.0551419915 0.5201212983
#> 2006 74 t21 t21 FALSE 0.0476652744 -0.0567904525
#> 2007 74 t22 t22 FALSE 0.2168443868 2.2629208851
#> 2008 74 t23 t23 FALSE 0.0269434156 1.1807676325
#> 2009 74 t24 t24 FALSE 0.0727964655 0.5933959305
#> 2010 74 t25 t25 FALSE 0.0947287624 0.7459660976
#> 2011 74 t26 t26 FALSE -0.0241096412 0.6492908679
#> 2012 74 t27 t27 FALSE 0.2521555907 1.0975848234
#> 2013 74 t28 t28 FALSE -0.2881385144 -2.9366232821
#> 2014 74 t29 t29 FALSE 0.1062716889 0.4904294925
#> 2015 74 t30 t30 FALSE -0.2973061144 -2.2993461837
#> 2016 74 t31 t31 FALSE -0.0543694589 1.3455495368
#> 2017 74 t32 t32 FALSE -0.1240092003 -0.5604051583
#> 2018 74 t33 t33 FALSE -0.4007163255 -1.4571866892
#> 2019 74 t34 t34 FALSE -0.1723939719 0.0329370673
#> 2020 74 t35 t35 FALSE -0.0719880822 2.6385762810
#> 2021 74 t36 t36 FALSE -0.1431546813 -0.6288031969
#> 2022 74 t37 t37 FALSE -0.1654455958 -0.0653595105
#> 2023 74 t38 t38 FALSE 0.1032548954 -0.0801284596
#> 2024 74 t39 t39 FALSE 0.1213842588 -1.1919022780
#> 2025 74 t40 t40 FALSE -0.1357857913 -0.3405036105
#> 2026 74 t41 t41 TRUE 0.2890053198 3.0490675160
#> 2027 74 t101 t41 TRUE 0.2890053198 3.0490675160
#> 2028 74 t42 t42 FALSE 0.0536632045 0.0715173447
#> 2029 74 t43 t43 TRUE -0.0513285327 0.2212965825
#> 2030 74 t102 t43 TRUE -0.0513285327 0.2212965825
#> 2031 74 t44 t44 FALSE 0.0530805343 -0.0981424190
#> 2032 74 t45 t45 FALSE 0.0189255469 0.9934993365
#> 2033 74 t46 t46 FALSE -0.0652718364 1.1102382225
#> 2034 74 t47 t47 FALSE -0.2929935503 -0.6583773733
#> 2035 74 t48 t48 FALSE 0.1979182105 1.2199788542
#> 2036 74 t49 t49 FALSE 0.0931173139 2.6275159973
#> 2037 74 t50 t50 FALSE -0.0705860395 -0.6352208847
#> 2038 74 t51 t51 FALSE 0.3710838303 3.9252558987
#> 2039 74 t52 t52 FALSE -0.1692245159 -0.3399767253
#> 2040 74 t53 t53 FALSE 0.1587294870 1.2711773314
#> 2041 74 t54 t54 FALSE -0.3554829655 -1.1786204881
#> 2042 74 t55 t55 FALSE -0.1929244229 -0.8167194700
#> 2043 74 t56 t56 FALSE -0.1427688844 2.4318378852
#> 2044 74 t57 t57 FALSE 0.0124435786 0.9296024139
#> 2045 74 t58 t58 FALSE -0.0873777368 -0.0900533679
#> 2046 74 t59 t59 TRUE -0.1803109774 -0.5207743476
#> 2047 74 t103 t59 TRUE -0.1803109774 -0.5207743476
#> 2048 74 t60 t60 FALSE 0.1595179078 2.0230309780
#> 2049 74 t61 t61 FALSE 0.0478085455 0.2235897383
#> 2050 74 t62 t62 FALSE 0.0411595594 0.3042906276
#> 2051 74 t63 t63 FALSE -0.1952762785 -0.6792609373
#> 2052 74 t64 t64 TRUE -0.1919764108 -2.3351326279
#> 2053 74 t104 t64 TRUE -0.1919764108 -2.3351326279
#> 2054 74 t65 t65 TRUE -0.0079549275 -1.0676317183
#> 2055 74 t105 t65 TRUE -0.0079549275 -1.0676317183
#> 2056 74 t66 t66 FALSE -0.1093855319 -1.2394474698
#> 2057 74 t67 t67 FALSE -0.0575581978 0.1778964096
#> 2058 74 t68 t68 FALSE -0.0282635327 2.2934443745
#> 2059 74 t69 t69 FALSE -0.0087441834 1.4586245232
#> 2060 74 t70 t70 FALSE 0.1181907307 -0.1053658664
#> 2061 74 t71 t71 FALSE 0.0998375744 0.9881833272
#> 2062 74 t72 t72 FALSE -0.0511264233 -2.4859069401
#> 2063 74 t73 t73 FALSE 0.0042594177 -1.2695622140
#> 2064 74 t74 t74 FALSE -0.1168549433 0.6289184051
#> 2065 74 t75 t75 FALSE 0.1819194287 0.8693920733
#> 2066 74 t76 t76 FALSE 0.1070111054 1.1114793264
#> 2067 74 t77 t77 FALSE -0.0984968550 0.4941564288
#> 2068 74 t78 t78 FALSE 0.0122510571 0.5057317938
#> 2069 74 t79 t79 FALSE -0.0865283463 0.0382113764
#> 2070 74 t80 t80 FALSE 0.2401037264 1.8527023284
#> 2071 74 t81 t81 FALSE -0.1768667664 -0.8221717087
#> 2072 74 t82 t82 TRUE -0.0753330628 -0.7913505694
#> 2073 74 t106 t82 TRUE -0.0753330628 -0.7913505694
#> 2074 74 t83 t83 FALSE -0.0046368843 -0.0642512546
#> 2075 74 t84 t84 FALSE 0.1239623860 2.1805451068
#> 2076 74 t85 t85 FALSE -0.1271271267 -0.9030494608
#> 2077 74 t86 t86 FALSE -0.0894475871 1.3972014458
#> 2078 74 t87 t87 FALSE -0.0300135299 0.6732153878
#> 2079 74 t88 t88 FALSE -0.0015529083 0.1693901212
#> 2080 74 t89 t89 FALSE -0.1022733701 0.0556976772
#> 2081 74 t90 t90 FALSE -0.1176484004 -1.0485352818
#> 2082 74 t91 t91 FALSE -0.0122480204 0.7543779596
#> 2083 74 t92 t92 FALSE 0.0061159854 -2.5428830485
#> 2084 74 t93 t93 FALSE -0.1161629576 0.4636343462
#> 2085 74 t94 t94 FALSE 0.0542630174 0.7807585590
#> 2086 74 t95 t95 FALSE 0.1316634711 1.1365117618
#> 2087 74 t96 t96 FALSE -0.0817753379 0.7357991305
#>
#> $tree
#>
#> Phylogenetic tree with 100 tips and 99 internal nodes.
#>
#> Tip labels:
#> t1, t51, t89, t58, t79, t43, ...
#>
#> Rooted; includes branch length(s).
#>