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Returns the converted azimuths, distances to the plate boundary, statistics of the model, and some plots.

Usage

stress_analysis(
  x,
  PoR,
  type = c("none", "in", "out", "right", "left"),
  pb,
  plot = TRUE,
  ...
)

Arguments

x

data.frame or sf object containing the coordinates of the point(s) (lat, lon), the direction of \(\sigma_{Hmax}\) azi and its standard deviation unc (optional)

PoR

Pole of Rotation. data.frame or object of class "euler.pole" containing the geographical coordinates of the Euler pole

type

Character. Type of plate boundary (optional). Can be "out", "in", "right", or "left" for outward, inward, right-lateral, or left-lateral moving plate boundaries, respectively. If "none" (the default), only the PoR-equivalent azimuth is returned.

pb

(optional) sf object of the plate boundary geometries in the geographical coordinate system

plot

(logical). Whether to produce a plot additional to output.

...

optional arguments to distance_from_pb()

Value

list containing the following values:

results

data.frame showing the the coordinate and azimuth conversions (lat.PoR, lon.PoR, and azi.PoR), the predicted azimuths (prd), deviation angle from predicted (dev), circular distance (cdist), misfit to predicted stress direction (nchisq) and, if given, distance to tested plate boundary (distance)

stats

array with circular (weighted) mean, circular standard deviation, circular variance, circular median, skewness, kurtosis, the 95% confidence angle, circular dispersion, and the normalized Chi-squared test statistic

test

list containing the test results of the (weighted) Rayleigh test against the uniform distribution about the predicted orientation.

Examples

# \donttest{
data("nuvel1")
na_pa <- subset(nuvel1, nuvel1$plate.rot == "na")

data("plates")
plate_boundary <- subset(plates, plates$pair == "na-pa")

data("san_andreas")
stress_analysis(san_andreas, na_pa, type = "right", plate_boundary, plot = TRUE)
#> $result
#>         azi.PoR prd           dev       nchisq        cdist  lat.PoR   lon.PoR
#> 1   173.2401662 135   38.24016619 1.805321e-01 3.831104e-01 59.05548 -85.46364
#> 2     1.0581952 135 -133.94180483 2.214865e+00 5.184648e-01 60.50445 -78.16683
#> 3   147.6095576 135   12.60955757 1.962975e-02 4.765752e-02 59.38025 -84.55317
#> 4   163.6073880 135   28.60738802 1.010349e-01 2.292543e-01 59.73632 -85.74431
#> 5   152.2330167 135   17.23301674 3.666381e-02 8.776909e-02 61.68018 -84.31053
#> 6   150.6113865 135   15.61138646 3.008832e-02 7.242085e-02 63.39714 -80.60932
#> 7   152.5258368 135   17.52583678 3.792036e-02 9.068279e-02 63.82044 -80.32836
#> 8     3.0753175 135 -131.92468249 2.148657e+00 5.535714e-01 61.13839 -80.59498
#> 9   156.9969896 135   21.99698958 5.973673e-02 1.402936e-01 62.38235 -79.55181
#> 10  171.4686188 135   36.46861881 1.641926e-01 3.532905e-01 61.28913 -81.36361
#> 11  155.8559034 135   20.85590343 5.369984e-02 1.267495e-01 61.26967 -85.29329
#> 12  138.3819547 135    3.38195468 1.412052e-03 3.480053e-03 58.83268 -88.62675
#> 13  137.2774450 135    2.27744500 6.403402e-04 1.579144e-03 59.55746 -87.99386
#> 14  122.1702429 135  -12.82975715 2.032132e-02 4.930839e-02 56.77751 -89.64748
#> 15  109.5014808 135  -25.49851918 8.026845e-02 1.853197e-01 58.63401 -88.65754
#> 16  127.0967143 135   -7.90328566 7.711349e-03 1.890662e-02 58.75325 -81.25341
#> 17  152.4480683 135   17.44806834 3.758458e-02 8.990477e-02 60.23087 -80.87996
#> 18  119.0783374 135  -15.92166261 3.129621e-02 7.525301e-02 57.40161 -90.73203
#> 19  108.0909445 135  -26.90905555 8.939472e-02 2.048247e-01 53.89241 -56.77092
#> 20   71.3887240 135  -63.61127595 4.995549e-01 8.024563e-01 65.35651 -80.45134
#> 21   96.5076949 135  -38.49230509 1.829207e-01 3.873936e-01 64.46661 -78.33258
#> 22   47.2303527 135  -87.76964733 9.510507e-01 9.984855e-01 65.86986 -77.43199
#> 23  111.0739299 135  -23.92607011 7.067368e-02 1.644769e-01 58.77807 -81.26625
#> 24  160.8932636 135   25.89326355 8.277297e-02 1.907034e-01 56.80500 -86.75739
#> 25  141.6869898 135    6.68698979 5.520473e-03 1.355949e-02 56.90752 -86.99064
#> 26  144.4171120 135    9.41711202 1.094839e-02 2.677170e-02 56.95217 -87.38937
#> 27  131.5302040 135   -3.46979595 1.486356e-03 3.662955e-03 56.95274 -87.20181
#> 28  172.7588390 135   37.75883896 1.760160e-01 3.749594e-01 56.53158 -83.93308
#> 29  162.8012107 135   27.80121068 9.542066e-02 2.175339e-01 58.36695 -77.29929
#> 30  131.7781031 135   -3.22189687 1.281558e-03 3.158786e-03 57.73850 -76.25649
#> 31  124.8592376 135  -10.14076244 1.269569e-02 3.099962e-02 57.83206 -76.04913
#> 32  116.9791211 135  -18.02087889 4.009285e-02 9.570580e-02 57.79607 -75.88535
#> 33  117.9796613 135  -17.02033874 3.576444e-02 8.567982e-02 57.82297 -75.86261
#> 34  106.0076632 135  -28.99233684 1.037723e-01 2.349270e-01 57.80498 -75.83213
#> 35  106.8166033 135  -28.18339666 9.806220e-02 2.230629e-01 57.81220 -76.13403
#> 36  137.8163778 135    2.81637781 9.792573e-04 2.414275e-03 57.83462 -76.11605
#> 37  122.7823827 135  -12.21761728 1.842842e-02 4.478528e-02 57.80706 -76.19338
#> 38  123.7468095 135  -11.25319052 1.563386e-02 3.808155e-02 57.79230 -76.26282
#> 39  153.7073406 135   18.70734057 4.320551e-02 1.028705e-01 57.63908 -76.45252
#> 40  169.6909542 135   34.69095425 1.485756e-01 3.239314e-01 57.72942 -76.40461
#> 41  146.8043094 135   11.80430940 1.720268e-02 4.184875e-02 57.74621 -76.20789
#> 42  137.6412157 135    2.64121572 8.612371e-04 2.123513e-03 57.77289 -76.44904
#> 43  126.5685520 135   -8.43144805 8.776459e-03 2.149918e-02 57.76564 -76.57223
#> 44  127.5220317 135   -7.47796829 6.903705e-03 1.693771e-02 57.80330 -76.61608
#> 45  138.6360477 135    3.63604768 1.632203e-03 4.021896e-03 57.09295 -75.38541
#> 46  162.7225707 135   27.72257067 9.488160e-02 2.164025e-01 57.05926 -83.47587
#> 47  143.4523592 135    8.45235918 8.820046e-03 2.160518e-02 56.93383 -84.04475
#> 48  175.1597666 135   40.15976661 1.991120e-01 4.159233e-01 57.08444 -86.02437
#> 49    3.9358377 135 -131.06416231 2.120718e+00 5.684774e-01 57.22031 -86.25117
#> 50   14.2310940 135 -120.76890604 1.800633e+00 7.382893e-01 57.63472 -90.21504
#> 51  100.8360977 135  -34.16390234 1.440953e-01 3.153521e-01 57.54912 -90.95570
#> 52  162.6057650 135   27.60576505 9.408374e-02 2.147258e-01 56.99864 -83.72769
#> 53    2.2440688 135 -132.75593116 2.175819e+00 5.391263e-01 56.16743 -81.79705
#> 54  139.3585417 135    4.35854173 2.345295e-03 5.775629e-03 56.73963 -86.05342
#> 55  135.0851954 135    0.08519538 8.960805e-07 2.210988e-06 56.72849 -86.51922
#> 56  145.9635527 135   10.96355272 1.483944e-02 3.617015e-02 56.75627 -83.37289
#> 57  127.2791677 135   -7.72083232 7.359414e-03 1.804898e-02 57.85521 -75.35454
#> 58  173.0091188 135   38.00911885 1.783572e-01 3.791935e-01 61.58218 -74.30225
#> 59   77.5919293 135  -57.40807072 4.068749e-01 7.098539e-01 61.05607 -73.85321
#> 60  163.0886728 135   28.08867276 9.740414e-02 2.216879e-01 61.03000 -80.67661
#> 61  152.5448321 135   17.54483209 3.800261e-02 9.087328e-02 60.03307 -87.06721
#> 62  125.2937569 135   -9.70624310 1.163101e-02 2.842488e-02 59.32024 -83.54462
#> 63   30.7936784 135 -104.20632163 1.340612e+00 9.397718e-01 59.86656 -80.68822
#> 64  141.2417645 135    6.24176450 4.809830e-03 1.182091e-02 56.05960 -85.27242
#> 65  121.5386118 135  -13.46138817 2.237148e-02 5.419120e-02 56.15472 -84.67611
#> 66  175.9368517 135   40.93685167 2.068921e-01 4.293222e-01 56.29796 -80.51733
#> 67  130.5955891 135   -4.40441087 2.394918e-03 5.897593e-03 57.03955 -67.36673
#> 68  135.7830320 135    0.78303202 7.569619e-05 1.867612e-04 55.39602 -55.00817
#> 69  119.5335638 135  -15.46643622 2.953218e-02 7.111494e-02 55.32261 -57.05826
#> 70  135.5077682 135    0.50776823 3.183069e-05 7.853702e-05 56.52477 -59.75213
#> 71  130.5307753 135   -4.46922468 2.465922e-03 6.072089e-03 56.58010 -59.68735
#> 72  126.2337377 135   -8.76626235 9.487328e-03 2.322695e-02 56.96731 -67.99832
#> 73  129.4896166 135   -5.51038341 3.748682e-03 9.221020e-03 56.92729 -64.38210
#> 74  126.9888833 135   -8.01111673 7.923209e-03 1.942267e-02 56.82849 -62.02910
#> 75  131.6551734 135   -3.34482660 1.381218e-03 3.404149e-03 56.65590 -61.05242
#> 76  166.2329468 135   31.23294685 1.204317e-01 2.688617e-01 57.71066 -70.71800
#> 77  154.2052050 135   19.20520502 4.553579e-02 1.082097e-01 57.83956 -70.67099
#> 78  139.1952407 135    4.19524072 2.172845e-03 5.351706e-03 56.22375 -57.19329
#> 79  159.1781815 135   24.17818149 7.217092e-02 1.677522e-01 56.35107 -58.76295
#> 80  133.0831016 135   -1.91689841 4.536419e-04 1.118899e-03 55.99949 -57.47690
#> 81  137.1622217 135    2.16222169 5.771855e-04 1.423472e-03 56.27434 -57.22275
#> 82  113.3387487 135  -21.66125130 5.792714e-02 1.362483e-01 56.88408 -72.76432
#> 83  117.1861178 135  -17.81388224 3.917709e-02 9.359071e-02 57.82113 -85.22281
#> 84  145.3289288 135   10.32892884 1.317121e-02 3.214812e-02 59.34175 -83.46837
#> 85  149.7841047 135   14.78410473 2.698392e-02 6.511557e-02 60.11246 -86.61582
#> 86  143.9450580 135    8.94505805 9.878279e-03 2.417629e-02 56.10023 -84.04572
#> 87  164.8537943 135   29.85379430 1.100307e-01 2.477934e-01 59.48755 -82.50680
#> 88  155.2848525 135   20.28485252 5.079941e-02 1.201924e-01 60.27499 -81.08872
#> 89  158.6629794 135   23.66297938 6.912797e-02 1.610867e-01 63.18255 -80.73991
#> 90   52.5263137 135  -82.47368632 8.397418e-01 9.828438e-01 66.80636 -78.87857
#> 91  159.0990430 135   24.09904300 7.169924e-02 1.667213e-01 57.89330 -85.28979
#> 92  122.6455233 135  -12.35447673 1.884359e-02 4.577857e-02 57.47395 -84.82916
#> 93  120.8148369 135  -14.18516308 2.484183e-02 6.005261e-02 57.70008 -76.22869
#> 94  165.2368257 135   30.23682574 1.128723e-01 2.535881e-01 57.09457 -87.53397
#> 95  143.2939974 135    8.29399736 8.492641e-03 2.080879e-02 57.00825 -87.53254
#> 96  150.4013637 135   15.40136365 2.928420e-02 7.053224e-02 58.46911 -81.03441
#> 97  138.8114400 135    3.81144003 1.793466e-03 4.418677e-03 58.07968 -74.32262
#> 98   82.9574873 135  -52.04251274 3.343732e-01 6.216808e-01 61.87102 -74.14280
#> 99  114.6935938 135  -20.30640617 5.090742e-02 1.204371e-01 57.08609 -73.66549
#> 100 116.0167927 135  -18.98320729 4.448916e-02 1.058142e-01 64.39352 -81.90750
#> 101 119.3335208 135  -15.66647924 3.030106e-02 7.292008e-02 57.86345 -84.94132
#> 102 148.8043094 135   13.80430940 2.352580e-02 5.693306e-02 57.74621 -76.20789
#> 103 118.8654972 135  -16.13450277 3.213854e-02 7.722461e-02 57.73789 -76.11598
#> 104 112.3035026 135  -22.69649736 6.359642e-02 1.488799e-01 57.97609 -89.70961
#> 105 135.3970423 135    0.39704232 1.946205e-05 4.801992e-05 64.52644 -82.64399
#> 106 128.4427420 135   -6.55725796 5.308350e-03 1.304074e-02 64.87222 -80.84435
#> 107 134.0330245 135   -0.96697548 1.154372e-04 2.848029e-04 56.73575 -86.59830
#> 108  52.6635911 135  -82.33640893 8.369487e-01 9.822161e-01 62.34254 -75.66487
#> 109 114.6320249 135  -20.36797514 5.121659e-02 1.211375e-01 59.98847 -86.98117
#> 110 149.8647265 135   14.86472652 2.727902e-02 6.581165e-02 63.66492 -79.99223
#> 111   4.6648200 135 -130.33517995 2.097192e+00 5.810572e-01 51.34628 -83.80554
#> 112 144.4537958 135    9.45379581 1.103386e-02 2.697878e-02 58.44535 -80.97289
#> 113 145.4421861 135   10.44218608 1.346164e-02 3.284913e-02 58.25804 -81.16546
#> 114 126.0851267 135   -8.91487326 9.811724e-03 2.401472e-02 55.33374 -57.78048
#> 115 120.0924228 135  -14.90757719 2.743653e-02 6.618301e-02 55.26079 -57.80207
#> 116 137.6956868 135    2.69568680 8.971268e-04 2.211939e-03 56.38364 -59.52136
#> 117 157.0402587 135   22.04025875 5.997198e-02 1.408186e-01 56.55130 -60.48878
#> 118 141.9731794 135    6.97317942 6.003115e-03 1.473910e-02 56.52384 -57.40854
#> 119 128.0035267 135   -6.99647328 6.043289e-03 1.483725e-02 56.57900 -85.14494
#> 120 111.8825937 135  -23.11740631 6.597710e-02 1.541477e-01 58.41182 -85.10719
#> 121 136.0128652 135    1.01286525 1.266538e-04 3.124732e-04 58.49861 -84.81118
#> 122 166.3157061 135   31.31570610 1.210708e-01 2.701435e-01 55.63354 -55.65902
#> 123 137.8613460 135    2.86134599 1.010778e-03 2.491922e-03 55.47430 -54.84935
#> 124 148.1659036 135   13.16590360 2.140013e-02 5.187984e-02 56.65132 -58.63606
#> 125 149.5289587 135   14.52895870 2.606057e-02 6.293540e-02 56.71710 -67.68100
#> 126 179.3703407 135   44.37034071 2.430527e-01 4.890113e-01 56.91528 -82.54677
#> 127   0.3278169 135 -134.67218307 2.239086e+00 5.057214e-01 56.92764 -82.60517
#> 128 162.2848047 135   27.28480473 9.190871e-02 2.101433e-01 56.93219 -82.67182
#> 129 147.5483583 135   12.54835827 1.943967e-02 4.720345e-02 56.83750 -82.32657
#> 130 142.5024885 135    7.50248853 6.949054e-03 1.704833e-02 56.83555 -82.40427
#> 131 166.4583889 135   31.45838885 1.221766e-01 2.723579e-01 56.84078 -82.47223
#> 132 139.7044566 135    4.70445663 2.732335e-03 6.726629e-03 56.80121 -82.10264
#> 133 134.8491839 135   -0.15081608 2.808085e-06 6.928657e-06 58.62800 -89.69737
#> 134 150.3338188 135   15.33381881 2.902790e-02 6.992975e-02 58.72711 -77.73428
#> 135 167.2544667 135   32.25446668 1.284383e-01 2.848148e-01 59.88027 -83.05346
#> 136 144.4988985 135    9.49889853 1.113939e-02 2.723445e-02 58.54366 -80.81001
#> 137 158.8342066 135   23.83420661 7.013203e-02 1.632899e-01 55.83043 -56.34665
#> 138 153.3563707 135   18.35637073 4.159955e-02 9.917864e-02 56.17034 -58.56433
#> 139 135.2367561 135    0.23675612 6.920181e-06 1.707476e-05 55.52223 -55.83423
#> 140 134.3929539 135   -0.60704615 4.549445e-05 1.122488e-04 55.71233 -55.50092
#> 141 137.7629120 135    2.76291205 9.424300e-04 2.323551e-03 56.24225 -61.09585
#> 142  95.3434634 135  -39.65653657 1.941532e-01 4.072788e-01 57.88004 -73.62502
#> 143 130.8804406 135   -4.11955938 2.095157e-03 5.160690e-03 57.91356 -72.73848
#> 144 147.7223931 135   12.72239307 1.998263e-02 4.850013e-02 57.69347 -73.15817
#> 145 136.7221955 135    1.72219545 3.661676e-04 9.032102e-04 57.78372 -77.92292
#> 146 135.5831322 135    0.58313221 4.198064e-05 1.035795e-04 55.17254 -53.81157
#> 147 134.6336080 135   -0.36639204 1.657323e-05 4.089224e-05 55.05091 -53.77881
#> 148 145.6927395 135   10.69273945 1.411539e-02 3.442587e-02 56.27845 -57.97273
#> 149 135.8356502 135    0.83565016 8.621126e-05 2.127027e-04 56.40164 -60.89543
#> 150 131.8196589 135   -3.18034106 1.248712e-03 3.077911e-03 56.71654 -83.65035
#> 151 131.8483695 135   -3.15163047 1.226268e-03 3.022646e-03 56.72451 -83.59491
#> 152 132.9470300 135   -2.05296998 5.203316e-04 1.283317e-03 56.67760 -83.47687
#> 153 129.4221861 135   -5.57781389 3.840989e-03 9.447358e-03 59.08162 -85.15078
#> 154 137.4232728 135    2.42327281 7.249693e-04 1.787724e-03 59.08819 -85.14233
#> 155 140.7098934 135    5.70989341 4.025047e-03 9.898572e-03 56.21051 -84.33240
#> 156 120.5055724 135  -14.49442761 2.593684e-02 6.264300e-02 56.80567 -66.04239
#> 157 141.1288527 135    6.12885267 4.637387e-03 1.139872e-02 55.15639 -71.02889
#> 158 133.6752586 135   -1.32474136 2.166592e-04 5.344899e-04 55.47388 -55.14887
#> 159 133.3017844 135   -1.69821556 3.560415e-04 8.782399e-04 54.29861 -61.20434
#> 160 139.3421132 135    4.34211316 2.327648e-03 5.732254e-03 54.22160 -61.17556
#> 161 160.4664927 135   25.46649268 8.006694e-02 1.848855e-01 55.57531 -55.44158
#> 162 172.4437887 135   37.44378875 1.730910e-01 3.696431e-01 55.48077 -55.51858
#> 163 154.0732789 135   19.07327895 4.491234e-02 1.067833e-01 56.17762 -83.75397
#> 164 134.7334701 135   -0.26652992 8.770148e-06 2.163932e-05 56.90182 -67.23156
#> 165 133.0113248 135   -1.98867524 4.882505e-04 1.204226e-03 56.69361 -86.67870
#> 166 148.4256404 135   13.42564040 2.225282e-02 5.390904e-02 58.26878 -74.78953
#> 167 152.1441896 135   17.14418960 3.628682e-02 8.689371e-02 56.76836 -89.70109
#> 168  88.2634775 135  -46.73652253 2.696670e-01 5.302895e-01 57.03610 -80.96207
#> 169 101.2397311 135  -33.76026888 1.407106e-01 3.088239e-01 55.44056 -57.48097
#> 170 102.2987499 135  -32.70125008 1.320212e-01 2.918794e-01 55.47714 -57.36877
#> 171 112.2651833 135  -22.73481665 6.381134e-02 1.493564e-01 55.57377 -57.37907
#> 172 111.2924729 135  -23.70752713 6.938850e-02 1.616587e-01 55.47158 -57.38146
#> 173 111.1236120 135  -23.87638797 7.038048e-02 1.638345e-01 55.65423 -57.57096
#> 174 122.1774410 135  -12.82255898 2.029852e-02 4.925400e-02 55.60685 -57.50574
#> 175 123.1908204 135  -11.80917960 1.721688e-02 4.188280e-02 55.53952 -57.51495
#> 176 123.1934885 135  -11.80651146 1.720910e-02 4.186415e-02 55.52605 -57.51679
#> 177 135.5053390 135    0.50533903 3.152686e-05 7.778738e-05 56.20777 -58.30704
#> 178 131.3243847 135   -3.67561530 1.667919e-03 4.109784e-03 56.23086 -60.19572
#> 179 136.0158685 135    1.01586846 1.274060e-04 3.143288e-04 55.43386 -54.61773
#> 180 136.0985756 135    1.09857555 1.489961e-04 3.675880e-04 56.24513 -58.94243
#> 181 133.4836488 135   -1.51635116 2.838668e-04 7.002497e-04 56.23686 -58.32794
#> 182 132.4055830 135   -2.59441700 8.309876e-04 2.048979e-03 55.63153 -55.51540
#> 183 127.5865054 135   -7.41349455 6.785173e-03 1.664852e-02 56.87796 -62.64751
#> 184 132.3444755 135   -2.65552452 8.705939e-04 2.146567e-03 56.32388 -61.72866
#> 185 136.6223926 135    1.62239261 3.249577e-04 8.015868e-04 55.88376 -56.66311
#> 186 134.2394793 135   -0.76052066 7.140638e-05 1.761778e-04 56.44569 -61.83298
#> 187 134.2675435 135   -0.73245648 6.623364e-05 1.634161e-04 56.40375 -61.81019
#> 188 131.2051355 135   -3.79486447 1.777901e-03 4.380383e-03 56.77283 -64.93163
#> 189 132.3785765 135   -2.62142352 8.483779e-04 2.091828e-03 55.51806 -55.60761
#> 190 135.3243847 135    0.32438470 1.299079e-05 3.205316e-05 56.23086 -60.19572
#> 191 137.4206789 135    2.42067891 7.234181e-04 1.783901e-03 56.20556 -60.05329
#> 192 141.2456506 135    6.24565062 4.815821e-03 1.183557e-02 56.27325 -60.30106
#> 193 138.5405466 135    3.54054662 1.547589e-03 3.813665e-03 54.74443 -65.56809
#> 194 141.5451883 135    6.54518833 5.288826e-03 1.299299e-02 54.76983 -65.54565
#> 195 147.3302869 135   12.33028693 1.876987e-02 4.560225e-02 56.23659 -60.18329
#> 196 144.7143932 135    9.71439320 1.165055e-02 2.847217e-02 57.54312 -70.06242
#> 197 148.2125446 135   13.21254465 2.155202e-02 5.224151e-02 56.25800 -60.36220
#> 198 142.4151947 135    7.41519465 6.788285e-03 1.665612e-02 56.82339 -69.42184
#> 199 151.1294181 135   16.12941813 3.211829e-02 7.717724e-02 56.26196 -60.49419
#> 200 149.1199160 135   14.11991603 2.461383e-02 5.951264e-02 57.03739 -69.75615
#> 201 150.1557130 135   15.15571299 2.835749e-02 6.835254e-02 57.18282 -69.59892
#> 202 162.4778253 135   27.47782532 9.321369e-02 2.128948e-01 57.89673 -73.39666
#> 203 139.3440555 135    4.34405548 2.329731e-03 5.737374e-03 56.24226 -58.54945
#> 204 129.1621316 135   -5.83786844 4.207495e-03 1.034570e-02 56.21496 -58.85498
#> 205 153.4879333 135   18.48793327 4.219798e-02 1.005555e-01 56.09873 -56.78170
#> 206 131.5010083 135   -3.49899165 1.511474e-03 3.724780e-03 56.79256 -64.44255
#> 207 155.5155928 135   20.51559283 5.196167e-02 1.228238e-01 56.81308 -64.40704
#> 208 168.6935026 135   33.69350257 1.401546e-01 3.077477e-01 55.86374 -58.16760
#> 209 130.6308180 135   -4.36918198 2.356759e-03 5.803808e-03 56.79924 -62.62002
#> 210   5.4099837 135 -129.59001635 2.073281e+00 5.938618e-01 56.18489 -58.47117
#> 211 165.8527351 135   30.85273513 1.175174e-01 2.629979e-01 55.33252 -54.92247
#> 212 141.5503026 135    6.55030262 5.297094e-03 1.301321e-02 56.81247 -64.35144
#> 213 120.7092748 135  -14.29072522 2.521294e-02 6.093105e-02 56.78580 -62.50140
#> 214 132.9335469 135   -2.06645315 5.271887e-04 1.300222e-03 55.12421 -54.87874
#> 215 179.8567715 135   44.85677153 2.484111e-01 4.975002e-01 56.60301 -62.36457
#> 216 137.3444931 135    2.34449306 6.785985e-04 1.673440e-03 56.38396 -61.69658
#> 217 125.1636039 135   -9.83639607 1.194502e-02 2.918474e-02 56.82128 -63.35880
#> 218 135.6442335 135    0.64423345 5.123910e-05 1.264221e-04 56.37673 -61.21692
#> 219 126.3088235 135   -8.69117655 9.325500e-03 2.283381e-02 56.82152 -63.12512
#> 220 134.3147584 135   -0.68524163 5.796989e-05 1.430281e-04 56.36218 -61.75621
#> 221 116.2234822 135  -18.77651775 4.352563e-02 1.036052e-01 56.18077 -63.62364
#> 222 136.1189938 135    1.11899382 1.545861e-04 3.813774e-04 56.15071 -63.81053
#> 223 139.2016713 135    4.20167131 2.179511e-03 5.368096e-03 56.16558 -63.66765
#> 224 110.0702284 135  -24.92977162 7.672759e-02 1.776682e-01 56.14786 -63.89150
#> 225 130.1388466 135   -4.86115338 2.917384e-03 7.181102e-03 56.11519 -63.79830
#> 226 125.1369029 135   -9.86309709 1.200996e-02 2.934183e-02 56.13731 -63.78897
#> 227 139.9820253 135    4.98202531 3.064269e-03 7.541744e-03 55.39186 -54.68959
#> 228 124.3466870 135  -10.65331305 1.401149e-02 3.417539e-02 56.34559 -61.71351
#> 229 126.1509269 135   -8.84907310 9.667419e-03 2.366434e-02 56.13074 -63.76985
#> 230 132.0299833 135   -2.97001669 1.089012e-03 2.684624e-03 56.77720 -63.59892
#> 231 127.4407540 135   -7.55924598 7.054593e-03 1.730575e-02 55.37959 -55.56674
#> 232 133.2953495 135   -1.70465048 3.587448e-04 8.849063e-04 56.81065 -63.15291
#> 233 145.0422872 135   10.04228724 1.245031e-02 3.040663e-02 56.45815 -62.14437
#> 234 132.4278335 135   -2.57216650 8.167951e-04 2.014008e-03 57.89129 -73.48102
#> 235 145.4517202 135   10.45172025 1.348623e-02 3.290847e-02 57.87805 -73.45281
#> 236 129.4123560 135   -5.58764404 3.854539e-03 9.480581e-03 57.89158 -73.50563
#> 237 129.4158822 135   -5.58411777 3.849675e-03 9.468656e-03 57.89790 -73.49513
#> 238 127.9821078 135   -7.01789221 6.080347e-03 1.492778e-02 56.84204 -68.48810
#> 239 108.4057017 135  -26.59429834 8.731564e-02 2.004085e-01 56.16063 -68.23988
#> 240 145.5435058 135   10.54350575 1.372414e-02 3.348244e-02 57.81872 -73.35073
#> 241 134.2199393 135   -0.78006068 7.512280e-05 1.853466e-04 59.07315 -88.61557
#> 242 140.3532355 135    5.35323551 3.537917e-03 8.704090e-03 55.72991 -57.16583
#> 243 171.3643795 135   36.36437953 1.632553e-01 3.515522e-01 57.02470 -69.36846
#> 244 120.8954357 135  -14.10456425 2.456034e-02 5.938592e-02 57.29141 -78.06290
#> 245 131.7738716 135   -3.22612844 1.284927e-03 3.167080e-03 56.35736 -61.01807
#> 246 135.8046333 135    0.80463335 7.993023e-05 1.972070e-04 56.40538 -60.94343
#> 247 156.1646029 135   21.16460288 5.530129e-02 1.303560e-01 58.69224 -78.03238
#> 248 138.7544910 135    3.75449099 1.740272e-03 4.287806e-03 55.38786 -55.05756
#> 249 135.5147720 135    0.51477202 3.271484e-05 8.071847e-05 54.81188 -55.68780
#> 250 154.2465726 135   19.24657255 4.573217e-02 1.086587e-01 58.19320 -75.13568
#> 251 141.7471734 135    6.74717335 5.620290e-03 1.380353e-02 56.13390 -57.95377
#> 252 155.8502122 135   20.85021220 5.367054e-02 1.266834e-01 55.96903 -57.86564
#> 253 142.9477381 135    7.94773811 7.798338e-03 1.911853e-02 55.89593 -57.74277
#> 254 132.6356572 135   -2.36434284 6.901379e-04 1.701881e-03 56.70981 -67.51232
#> 255 132.3168007 135   -2.68319935 8.888344e-04 2.191508e-03 57.01933 -66.21573
#> 256 155.2867319 135   20.28673190 5.080883e-02 1.202137e-01 56.88700 -67.96459
#> 257 134.5458303 135   -0.45416975 2.546545e-05 6.283217e-05 56.88909 -67.54345
#> 258 121.5410300 135  -13.45896997 2.236344e-02 5.417209e-02 57.86991 -73.31571
#> 259 139.7680658 135    4.76806581 2.806722e-03 6.909338e-03 58.70678 -81.81793
#> 260 123.7680658 135  -11.23193419 1.557486e-02 3.793966e-02 58.70678 -81.81793
#> 261 131.7680658 135   -3.23193419 1.289555e-03 3.178477e-03 58.70678 -81.81793
#> 262 132.0587958 135   -2.94120415 1.067985e-03 2.632835e-03 55.33412 -54.58995
#> 263 148.6398589 135   13.63985895 2.296861e-02 5.561023e-02 55.30925 -55.27544
#> 264 131.3690211 135   -3.63097886 1.627655e-03 4.010705e-03 56.34177 -60.06756
#> 265 128.3158319 135   -6.68416806 5.515815e-03 1.354810e-02 56.81410 -66.34414
#> 266 144.5050541 135    9.50505406 1.115383e-02 2.726944e-02 57.97290 -73.29492
#> 267 129.6362051 135   -5.36379487 3.551888e-03 8.738361e-03 57.81681 -73.20329
#> 268 123.0151865 135  -11.98481352 1.773281e-02 4.311953e-02 57.73173 -74.26753
#> 269 134.0204322 135   -0.97956783 1.184634e-04 2.922681e-04 57.71246 -74.27409
#> 270 158.1286589 135   23.12865885 6.604134e-02 1.542896e-01 57.77303 -72.44528
#> 271 122.7156136 135  -12.28438641 1.863039e-02 4.526857e-02 57.76395 -73.11575
#> 272 125.1243573 135   -9.87564266 1.204053e-02 2.941578e-02 57.79232 -72.43785
#> 273 125.0084892 135   -9.99151080 1.232473e-02 3.010304e-02 57.71902 -74.28822
#> 274 122.0084892 135  -12.99151080 2.083696e-02 5.053805e-02 57.71902 -74.28822
#> 275 107.0816041 135  -27.91839593 9.622677e-02 2.192239e-01 57.71159 -74.17621
#> 276 137.5578600 135    2.55785999 8.077343e-04 1.991681e-03 56.14174 -58.25419
#> 277 124.9360661 135  -10.06393389 1.250405e-02 3.053650e-02 57.66879 -74.44419
#> 278 154.3321603 135   19.33216033 4.613981e-02 1.095902e-01 55.38817 -55.73824
#> 279 133.8888327 135   -1.11116733 1.524312e-04 3.760618e-04 57.77183 -76.05062
#> 280 127.8472953 135   -7.15270474 6.316196e-03 1.550380e-02 57.74816 -72.91597
#> 281 114.9988411 135  -20.00115888 4.938844e-02 1.169908e-01 56.77692 -68.50369
#> 282 122.4006467 135  -12.59935332 1.959799e-02 4.758167e-02 58.03880 -73.41169
#> 283 137.0083055 135    2.00830548 4.979371e-04 1.228108e-03 55.77608 -56.09098
#> 284 141.8940389 135    6.89403889 5.867626e-03 1.440805e-02 55.78809 -56.26929
#> 285 139.9299846 135    4.92998456 3.000586e-03 7.385396e-03 55.71030 -56.24588
#> 286 147.8709554 135   12.87095543 2.045204e-02 4.962022e-02 56.04682 -56.19149
#> 287 137.7214355 135    2.72143546 9.143470e-04 2.254365e-03 55.87461 -56.50811
#> 288 147.7975999 135   12.79759993 2.021958e-02 4.906564e-02 55.78400 -56.42613
#> 289 130.7555118 135   -4.24448819 2.224158e-03 5.477858e-03 55.81035 -56.48206
#> 290 127.7846268 135   -7.21537318 6.427359e-03 1.577522e-02 55.77300 -56.45189
#> 291 135.5769611 135    0.57696115 4.109681e-05 1.013989e-04 54.96253 -53.90542
#> 292 162.5882622 135   27.58826222 9.396447e-02 2.144750e-01 56.03978 -58.25382
#> 293 114.7927893 135  -20.20721070 5.041128e-02 1.193124e-01 57.76222 -72.99300
#> 294 136.7296402 135    1.72964021 3.693402e-04 9.110335e-04 56.04835 -59.63357
#> 295 151.2181165 135   16.21811651 3.247251e-02 7.800555e-02 63.36906 -79.76387
#> 296 136.1790479 135    1.17904790 1.716239e-04 4.234053e-04 56.40087 -61.95456
#> 297 125.9818966 135   -9.01810339 1.004027e-02 2.456947e-02 57.76406 -72.68772
#> 298 133.9478809 135   -1.05211907 1.366611e-04 3.371597e-04 56.21511 -57.59359
#> 299 153.7563965 135   18.75639650 4.343240e-02 1.033913e-01 56.12605 -57.94266
#> 300 148.7802385 135   13.78023847 2.344382e-02 5.673852e-02 56.05096 -57.93973
#> 301 137.6983002 135    2.69830020 8.988672e-04 2.216227e-03 56.24316 -57.98054
#> 302 132.9097799 135   -2.09022014 5.393852e-04 1.330289e-03 56.18167 -57.67033
#> 303 117.9000919 135  -17.09990813 3.609961e-02 8.645881e-02 59.26427 -85.78037
#> 304 125.7064391 135   -9.29356087 1.066300e-02 2.607996e-02 56.85890 -62.46559
#> 305 129.6769980 135   -5.32300196 3.498068e-03 8.606333e-03 56.70093 -62.60015
#> 306 127.5260537 135   -7.47394634 6.896281e-03 1.691960e-02 56.66921 -66.09274
#> 307 132.5275701 135   -2.47242994 7.546802e-04 1.860943e-03 56.74240 -62.81759
#> 308 121.2410001 135  -13.75899987 2.337161e-02 5.656714e-02 55.88424 -57.27609
#> 309 141.0373409 135    6.03734090 4.499936e-03 1.106212e-02 56.03243 -57.53516
#> 310 120.0531564 135  -14.94684357 2.758125e-02 6.652417e-02 56.64067 -84.99982
#> 311 128.0788970 135   -6.92110297 5.913786e-03 1.452085e-02 58.76343 -89.18186
#> 312 122.8951716 135  -12.10482845 1.808974e-02 4.397449e-02 55.37109 -61.33220
#> 313 132.2786481 135   -2.72135187 9.142909e-04 2.254226e-03 57.45163 -69.21790
#> 314 134.3850008 135   -0.61499916 4.669432e-05 1.152092e-04 56.63541 -66.34227
#> 315 132.6142001 135   -2.38579992 7.027211e-04 1.732893e-03 55.48442 -55.24267
#> 316 110.7320878 135  -24.26791222 7.270760e-02 1.689242e-01 57.73801 -73.10888
#> 317 137.2941255 135    2.29412553 6.497546e-04 1.602349e-03 55.99354 -57.14060
#> 318 142.6763030 135    7.67630302 7.274769e-03 1.784263e-02 58.11952 -74.50744
#> 319 138.0476568 135    3.04765677 1.146693e-03 2.826684e-03 57.70568 -74.23550
#> 320 136.2490194 135    1.24901939 1.925987e-04 4.751430e-04 57.36361 -69.32531
#> 321 127.8807933 135   -7.11920669 6.257173e-03 1.535967e-02 55.40388 -58.07975
#> 322 140.0854715 135    5.08547152 3.192842e-03 7.857356e-03 55.22268 -57.83083
#> 323 128.8986836 135   -6.10131638 4.595810e-03 1.129691e-02 55.38814 -58.05801
#> 324 137.9951946 135    2.99519463 1.107554e-03 2.730293e-03 55.47699 -54.63306
#> 325 131.9444389 135   -3.05556110 1.152649e-03 2.841351e-03 55.46624 -54.71911
#> 326 135.0996499 135    0.09964989 1.225938e-06 3.024878e-06 55.91876 -57.48763
#> 327 146.0064076 135   11.00640762 1.495568e-02 3.644998e-02 54.03163 -61.83075
#> 328 142.3804566 135    7.38045655 6.724832e-03 1.650129e-02 56.75114 -84.34509
#> 329 118.2919555 135  -16.70804453 3.446404e-02 8.265337e-02 55.17108 -57.51863
#> 330 164.5518806 135   29.55188056 1.078165e-01 2.432575e-01 54.28582 -76.06196
#> 331 168.2758790 135   33.27587895 1.367017e-01 3.010398e-01 55.46323 -55.79668
#> 332 135.1210032 135    0.12100316 1.807625e-06 4.460130e-06 56.18361 -58.93639
#> 333 136.7915326 135    1.79153258 3.962456e-04 9.773781e-04 56.27367 -59.42203
#> 334 128.9659863 135   -6.03401369 4.494978e-03 1.104997e-02 56.38651 -59.08602
#> 335 167.4960101 135   32.49601009 1.303692e-01 2.886278e-01 59.50225 -84.60643
#> 336 157.8660228 135   22.86602284 6.455000e-02 1.509926e-01 56.16947 -80.75203
#> 337 148.6334033 135   13.63340334 2.294687e-02 5.555860e-02 56.97787 -68.96384
#> 338 138.4052598 135    3.40525978 1.431580e-03 3.528124e-03 55.58568 -55.53562
#> 339 138.6970308 135    3.69703078 1.687412e-03 4.157747e-03 56.66862 -59.37676
#> 340 114.6504765 135  -20.34952346 5.112384e-02 1.209274e-01 56.68864 -72.39795
#> 341 137.1314498 135    2.13144979 5.608739e-04 1.383262e-03 56.79347 -89.69384
#> 342  12.5912858 135 -122.40871417 1.849863e+00 7.127520e-01 54.28513 -75.99432
#> 343 173.2353206 135   38.23532061 1.804864e-01 3.830282e-01 58.25619 -81.49840
#> 344 164.2789589 135   29.27895886 1.058343e-01 2.391818e-01 57.29167 -69.32586
#> 345 174.1143224 135   39.11432242 1.888803e-01 3.979967e-01 57.26171 -69.61196
#> 346 158.3978384 135   23.39783838 6.758751e-02 1.576989e-01 57.32377 -69.11247
#> 347 131.8848958 135   -3.11510423 1.198009e-03 2.953058e-03 57.22702 -78.13518
#> 348 149.9545673 135   14.95456726 2.760976e-02 6.659137e-02 61.87966 -66.69981
#> 349 171.7891116 135   36.78911163 1.670912e-01 3.586470e-01 55.63598 -71.26641
#> 350 145.4424930 135   10.44249299 1.346243e-02 3.285104e-02 55.58594 -55.47562
#> 351 132.9563558 135   -2.04364424 5.156150e-04 1.271690e-03 56.06327 -59.26042
#> 352 125.4364876 135   -9.56351236 1.129145e-02 2.760277e-02 56.80978 -62.92647
#> 353 145.9702080 135   10.97020796 1.485746e-02 3.621354e-02 56.85819 -88.23076
#> 354 160.0134053 135   25.01340529 7.724326e-02 1.787855e-01 57.25393 -69.78027
#> 355 149.0245853 135   14.02458530 2.428259e-02 5.872781e-02 57.24698 -69.76697
#> 356 140.9715018 135    5.97150185 4.402325e-03 1.082303e-02 57.33276 -69.79377
#> 357 142.1743545 135    7.17435453 6.354489e-03 1.559730e-02 57.23307 -69.53454
#> 358 153.0669136 135   18.06691361 4.029795e-02 9.617906e-02 57.30888 -69.65623
#> 359 137.9083431 135    2.90834306 1.044254e-03 2.574382e-03 55.51204 -54.75803
#> 360 159.3824303 135   24.38243027 7.339542e-02 1.704246e-01 61.83606 -73.53874
#> 361 147.9083750 135   12.90837500 2.057113e-02 4.990425e-02 55.87734 -56.20675
#> 362 132.3225004 135   -2.67749965 8.850623e-04 2.182214e-03 55.94980 -78.50166
#> 363  75.3082107 135  -59.69178933 4.398901e-01 7.453270e-01 56.40429 -76.47857
#> 364  77.2414367 135  -57.75856328 4.118582e-01 7.153904e-01 56.38523 -76.60485
#> 365  96.3089753 135  -38.69102470 1.848142e-01 3.907755e-01 56.28410 -76.57500
#> 366   6.4540350 135 -128.54596496 2.040008e+00 6.116937e-01 56.20402 -79.73652
#> 367   5.0192754 135 -129.98072461 2.085801e+00 5.871554e-01 56.61501 -76.78470
#> 368 152.3615115 135   17.36151147 3.721260e-02 8.904239e-02 56.56802 -84.55931
#> 369 124.3169967 135  -10.68300326 1.408970e-02 3.436393e-02 57.19209 -72.57189
#> 370 151.8432550 135   16.84325500 3.502410e-02 8.395763e-02 59.50635 -82.50502
#> 371 138.9685878 135    3.96858778 1.944406e-03 4.789962e-03 55.23179 -54.77762
#> 372 163.0604081 135   28.06040809 9.720821e-02 2.212782e-01 56.84711 -89.75100
#> 373 147.0889707 135   12.08897065 1.804237e-02 4.386107e-02 56.83873 -89.71314
#> 374 170.2057028 135   35.20570276 1.530175e-01 3.323680e-01 56.70056 -89.67546
#> 375 160.1527524 135   25.15275238 7.810629e-02 1.806531e-01 56.83775 -89.60849
#> 376 155.0668466 135   20.06684665 4.971337e-02 1.177288e-01 56.83852 -89.75006
#> 377 143.1591058 135    8.15910581 8.218643e-03 2.014198e-02 56.82519 -89.61213
#> 378 157.1992548 135   22.19925481 6.084036e-02 1.427546e-01 56.70257 -89.68392
#> 379 160.0874041 135   25.08740412 7.770097e-02 1.797763e-01 56.80759 -89.75098
#> 380 140.1552047 135    5.15520468 3.281004e-03 8.073731e-03 56.82547 -89.61828
#> 381 145.1510148 135   10.15101484 1.272137e-02 3.106168e-02 56.80067 -89.65324
#> 382 144.1238742 135    9.12387418 1.027717e-02 2.514428e-02 56.81580 -89.68118
#> 383 141.1007024 135    6.10070243 4.594885e-03 1.129464e-02 56.84055 -89.69163
#> 384 147.1616628 135   12.16166282 1.826001e-02 4.438217e-02 56.82149 -89.61207
#> 385 146.1212841 135   11.12128413 1.526950e-02 3.720519e-02 56.81686 -89.68427
#> 386 139.1367113 135    4.13671126 2.112640e-03 5.203678e-03 56.79992 -89.67782
#> 387 164.0577926 135   29.05779256 1.042414e-01 2.358963e-01 56.84553 -89.75712
#> 388 152.0939675 135   17.09396749 3.607453e-02 8.640054e-02 56.81549 -89.73114
#> 389 117.1287868 135  -17.87121317 3.942966e-02 9.417440e-02 56.78662 -89.70602
#> 390 160.1837978 135   25.18379776 7.829922e-02 1.810702e-01 56.70962 -89.70166
#> 391 146.1460460 135   11.14604599 1.533757e-02 3.736896e-02 56.82127 -89.63821
#> 392 150.1563649 135   15.15636487 2.835993e-02 6.835828e-02 56.81372 -89.62962
#> 393  39.2164263 135  -95.78357370 1.132653e+00 9.898452e-01 56.82749 -89.51447
#> 394 152.1476513 135   17.14765135 3.630147e-02 8.692775e-02 56.84648 -89.60710
#> 395 135.1227582 135    0.12275819 1.860441e-06 4.590447e-06 56.83349 -89.66304
#> 396 140.1237052 135    5.12370517 3.241031e-03 7.975630e-03 56.79864 -89.70085
#> 397 119.1265119 135  -15.87348814 3.110711e-02 7.481000e-02 56.81936 -89.67278
#> 398 134.1680698 135   -0.83193022 8.544542e-05 2.108133e-04 56.81355 -89.61040
#> 399 139.1552940 135    4.15529403 2.131663e-03 5.250452e-03 56.83273 -89.60994
#> 400 167.0891010 135   32.08910103 1.271247e-01 2.822132e-01 56.85259 -89.69725
#> 401 136.1197857 135    1.11978569 1.548049e-04 3.819172e-04 56.79628 -89.71003
#> 402 130.1489144 135   -4.85108562 2.905313e-03 7.151458e-03 56.84331 -89.60858
#> 403  36.2164059 135  -98.78359411 1.204716e+00 9.766818e-01 56.82617 -89.51599
#> 404  27.2164059 135 -107.78359411 1.434235e+00 9.067170e-01 56.82617 -89.51599
#> 405 153.1576359 135   18.15763585 4.070367e-02 9.711477e-02 56.81121 -89.63035
#> 406 135.1147696 135    0.11476963 1.626181e-06 4.012436e-06 56.81556 -89.69655
#> 407 148.0850806 135   13.08508063 2.113819e-02 5.125591e-02 56.84032 -89.71778
#>         distance
#> 1   -2.446541754
#> 2   -2.751949327
#> 3   -2.705483216
#> 4   -3.162091001
#> 5   -4.988116270
#> 6   -6.358817919
#> 7   -6.704567313
#> 8   -4.100073713
#> 9   -5.019177798
#> 10  -4.414001746
#> 11  -4.643374504
#> 12  -2.475414534
#> 13  -3.184963965
#> 14  -0.448039386
#> 15  -2.276737034
#> 16  -1.866688770
#> 17  -3.284619803
#> 18  -1.014044563
#> 19   2.008897350
#> 20  -8.262956575
#> 21  -6.749940163
#> 22  -7.905125742
#> 23  -1.891512974
#> 24  -0.365643323
#> 25  -0.488254806
#> 26  -0.566402484
#> 27  -0.553580347
#> 28   0.181220765
#> 29  -0.378787538
#> 30   0.437717013
#> 31   0.355119040
#> 32   0.402059863
#> 33   0.375162160
#> 34   0.398623306
#> 35   0.374973886
#> 36   0.352553954
#> 37   0.374636205
#> 38   0.383924622
#> 39   0.513591511
#> 40   0.435025066
#> 41   0.435488799
#> 42   0.379774199
#> 43   0.375248898
#> 44   0.325819128
#> 45   1.132566079
#> 46  -0.325727245
#> 47  -0.231400216
#> 48  -0.562269409
#> 49  -0.715493541
#> 50  -1.274978930
#> 51  -1.153903433
#> 52  -0.275479367
#> 53   0.673397881
#> 54  -0.217461874
#> 55  -0.258381582
#> 56  -0.017554470
#> 57   0.375779158
#> 58  -3.582884457
#> 59  -3.058981233
#> 60  -4.010091677
#> 61  -3.620511398
#> 62  -2.591893404
#> 63  -2.846654327
#> 64   0.566686325
#> 65   0.513984468
#> 66   0.777181628
#> 67  -0.272273979
#> 68   0.085561612
#> 69   0.577430030
#> 70  -0.360236979
#> 71  -0.410942105
#> 72  -0.175633576
#> 73  -0.229481333
#> 74  -0.333978818
#> 75  -0.359124240
#> 76   0.196378493
#> 77   0.064521677
#> 78  -0.325193153
#> 79  -0.158092326
#> 80  -0.102752682
#> 81  -0.376527831
#> 82   1.014957291
#> 83  -1.188776440
#> 84  -2.608219439
#> 85  -3.659705101
#> 86   0.602199885
#> 87  -2.703741427
#> 88  -3.376996502
#> 89  -6.181054820
#> 90  -9.226504808
#> 91  -1.267004715
#> 92  -0.817359772
#> 93   0.481618977
#> 94  -0.712121560
#> 95  -0.625798907
#> 96  -1.559678812
#> 97  -0.080385435
#> 98  -3.872349050
#> 99   0.909797484
#> 100 -7.564127304
#> 101 -1.212922100
#> 102  0.435488799
#> 103  0.449288567
#> 104 -1.641573580
#> 105 -7.748267082
#> 106 -7.907553970
#> 107 -0.282986735
#> 108 -4.133463400
#> 109 -3.569203275
#> 110 -6.437498450
#> 111  5.371704747
#> 112 -1.517513555
#> 113 -1.360048273
#> 114  0.576285478
#> 115  0.651132786
#> 116 -0.207553668
#> 117 -0.228505784
#> 118 -0.629006975
#> 119  0.059412318
#> 120 -1.773405568
#> 121 -1.842019126
#> 122 -0.108029034
#> 123 -0.002085141
#> 124 -0.455008844
#> 125  0.056567473
#> 126 -0.137105013
#> 127 -0.149466352
#> 128 -0.159653371
#> 129 -0.048047310
#> 130 -0.046105104
#> 131 -0.056971544
#> 132  0.005310529
#> 133 -2.293482927
#> 134 -0.879523445
#> 135 -3.124645933
#> 136 -1.560579648
#> 137  0.040082530
#> 138  0.027626576
#> 139  0.017921519
#> 140 -0.195099658
#> 141  0.053243438
#> 142  0.115438715
#> 143 -0.010471098
#> 144  0.180685469
#> 145  0.016544218
#> 146 -0.175175178
#> 147 -0.041379023
#> 148 -0.363846070
#> 149 -0.101008281
#> 150  0.006620670
#> 151  0.003838134
#> 152  0.055928032
#> 153 -2.449266021
#> 154 -2.449781909
#> 155  0.481559440
#> 156 -0.134918538
#> 157  2.768784041
#> 158  0.020184587
#> 159  1.994322061
#> 160  2.072608720
#> 161 -0.063596010
#> 162  0.036464534
#> 163  0.540359889
#> 164 -0.137105440
#> 165 -0.247553689
#> 166 -0.186519734
#> 167 -0.433842249
#> 168 -0.108255757
#> 169  0.458070046
#> 170  0.418438804
#> 171  0.321810791
#> 172  0.423996465
#> 173  0.248205965
#> 174  0.291785519
#> 175  0.359114994
#> 176  0.372582089
#> 177 -0.007913940
#> 178 -0.064923379
#> 179  0.023659808
#> 180 -0.054707286
#> 181 -0.036503974
#> 182 -0.114298227
#> 183 -0.104254931
#> 184 -0.039107965
#> 185  0.016959595
#> 186 -0.162346431
#> 187 -0.119691394
#> 188 -0.089570785
#> 189  0.004694528
#> 190 -0.064923379
#> 191 -0.041013061
#> 192  0.054060409
#> 193  1.932796554
#> 194  1.907396532
#> 195 -0.070649020
#> 196 -0.081478820
#> 197  0.068432121
#> 198  0.581858283
#> 199  0.060833311
#> 200  0.392406568
#> 201  0.236068500
#> 202 -0.036011701
#> 203 -0.043464518
#> 204 -0.022830441
#> 205 -0.197229786
#> 206 -0.096204144
#> 207 -0.115270549
#> 208  0.051896293
#> 209 -0.023753416
#> 210  0.016399226
#> 211  0.142809075
#> 212 -0.112699326
#> 213 -0.001411843
#> 214  0.348004103
#> 215 -0.136835176
#> 216 -0.098468214
#> 217 -0.091210950
#> 218 -0.083799599
#> 219 -0.082972608
#> 220 -0.077407010
#> 221  0.540825811
#> 222  0.564695483
#> 223  0.553901046
#> 224  0.565595058
#> 225  0.600213868
#> 226  0.580054225
#> 227  0.069855885
#> 228 -0.060819083
#> 229  0.586624178
#> 230 -0.053476769
#> 231  0.140406376
#> 232 -0.072103531
#> 233  0.026918639
#> 234  0.102987430
#> 235  0.115822180
#> 236  0.102698557
#> 237  0.096371450
#> 238  0.231845120
#> 239  0.906280173
#> 240  0.045354982
#> 241 -2.715875754
#> 242  0.168642988
#> 243  0.377829203
#> 244  0.484973507
#> 245 -0.059292011
#> 246 -0.106038172
#> 247 -0.915853487
#> 248  0.096839836
#> 249  0.716396017
#> 250  0.035252695
#> 251 -0.219560409
#> 252 -0.055208004
#> 253  0.014102297
#> 254  0.060021714
#> 255 -0.343198449
#> 256 -0.098112155
#> 257 -0.117980174
#> 258 -0.005838140
#> 259 -1.865958524
#> 260 -1.865958524
#> 261 -1.865958524
#> 262  0.121303343
#> 263  0.191052411
#> 264 -0.176762493
#> 265 -0.134386917
#> 266 -0.105461555
#> 267  0.053981620
#> 268  0.267410867
#> 269  0.286677273
#> 270  0.146249194
#> 271  0.113559154
#> 272  0.126958706
#> 273  0.280270678
#> 274  0.280270678
#> 275  0.287233474
#> 276 -0.225585808
#> 277  0.430347968
#> 278  0.142860526
#> 279  0.415344492
#> 280  0.142783191
#> 281  0.298123767
#> 282 -0.181440469
#> 283 -0.217700351
#> 284 -0.216039159
#> 285 -0.142807790
#> 286 -0.479323401
#> 287  0.026576417
#> 288  0.118322732
#> 289  0.091120041
#> 290  0.129036609
#> 291  0.032620190
#> 292 -0.123632647
#> 293  0.125370627
#> 294  0.120807720
#> 295 -6.074708808
#> 296 -0.118966044
#> 297  0.139025821
#> 298 -0.312681404
#> 299 -0.211707047
#> 300 -0.136613459
#> 301 -0.328562700
#> 302 -0.275442101
#> 303 -2.707394210
#> 304 -0.170926723
#> 305  0.076333491
#> 306  0.003328504
#> 307  0.018583473
#> 308  0.012824129
#> 309 -0.131893479
#> 310  0.003797685
#> 311 -2.422045506
#> 312  0.919274117
#> 313 -0.057917777
#> 314  0.044298159
#> 315  0.015887205
#> 316  0.139498513
#> 317 -0.094241571
#> 318 -0.020726490
#> 319  0.293300284
#> 320  0.035978337
#> 321  0.511241631
#> 322  0.691150688
#> 323  0.526978122
#> 324 -0.017366103
#> 325 -0.002423979
#> 326 -0.020128365
#> 327  2.251707179
#> 328 -0.059072715
#> 329  0.727549725
#> 330  3.901349948
#> 331  0.072361017
#> 332  0.006821076
#> 333 -0.095271922
#> 334 -0.198627974
#> 335 -2.827489383
#> 336  0.832025622
#> 337  0.398211402
#> 338 -0.068452261
#> 339 -0.487912951
#> 340  1.234685386
#> 341 -0.458958059
#> 342  3.907522644
#> 343 -1.392503798
#> 344  0.107919907
#> 345  0.157176263
#> 346  0.064065787
#> 347  0.537422574
#> 348 -5.114361826
#> 349  2.301472355
#> 350 -0.071467494
#> 351  0.122062902
#> 352 -0.057216869
#> 353 -0.489001253
#> 354  0.181175266
#> 355  0.182817360
#> 356  0.102346767
#> 357  0.180361214
#> 358  0.115468395
#> 359 -0.046126948
#> 360 -3.841382154
#> 361 -0.309849913
#> 362  1.725577990
#> 363  1.748376513
#> 364  1.743884020
#> 365  1.845017369
#> 366  1.090337794
#> 367  1.490547176
#> 368  0.106748639
#> 369  0.719088946
#> 370 -2.722540458
#> 371  0.236227476
#> 372 -0.512597092
#> 373 -0.504213940
#> 374 -0.371095842
#> 375 -0.508281269
#> 376 -0.504003892
#> 377 -0.495722117
#> 378 -0.373100533
#> 379 -0.473071095
#> 380 -0.495999109
#> 381 -0.471200848
#> 382 -0.486331077
#> 383 -0.511076619
#> 384 -0.492018061
#> 385 -0.487394542
#> 386 -0.470454640
#> 387 -0.511019170
#> 388 -0.480972821
#> 389 -0.452103251
#> 390 -0.375107589
#> 391 -0.491805700
#> 392 -0.484249106
#> 393 -0.494046673
#> 394 -0.517008513
#> 395 -0.504019514
#> 396 -0.464128520
#> 397 -0.489886647
#> 398 -0.484077326
#> 399 -0.503257665
#> 400 -0.518071313
#> 401 -0.461764430
#> 402 -0.513836928
#> 403 -0.492726953
#> 404 -0.492726953
#> 405 -0.481737255
#> 406 -0.481047791
#> 407 -0.505807560
#> 
#> $stats
#>                     mean
#> mean         142.4029884
#> sd            20.3016715
#> var            0.2220562
#> median       137.5578600
#> quasi_median 136.1189938
#> skewness      -0.4526369
#> kurtosis       1.4620392
#> conf95         3.7636758
#> dispersion     0.1239432
#> norm_chisq     0.1543845
#> 
#> $test
#> $test$C
#> [1] 0.7521136
#> 
#> $test$statistic
#> [1] 21.45832
#> 
#> $test$p.value
#> [1] 9.219372e-100
#> 
#> 
# }