Generate data representing small spheres within a larger encompassing sphere with added noise.
Source:R/sphere.R
diff_sphere.RdThis function generates data points representing small spheres within a larger encompassing sphere and adds noise to the data if specified.
Arguments
- n
Total number of data points to generate, should be a multiple of 13.
- num_noise
Number of additional noise dimensions to add to the data.
- min_n
Minimum value for the noise added to the data.
- max_n
Maximum value for the noise added to the data.
Examples
set.seed(20240412)
diff_sphere(
n = 390, num_noise = 2,
min_n = -0.05, max_n = 0.05
)
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 2.15264081 -6.89994741 -2.096558e+00 8.84084278 1.701318e-02
#> [2,] -1.59579735 -8.30226886 -1.463587e+00 8.66723218 1.606255e-03
#> [3,] -2.62448645 -5.88680200 -2.198440e+00 12.21799524 -1.515195e-02
#> [4,] 2.15980005 -5.23951048 -3.225834e+00 9.61462398 -1.504552e-02
#> [5,] 0.37765229 -6.02675098 -4.878207e+00 8.77576025 -3.916970e-03
#> [6,] -0.86940891 -8.02818958 -7.633565e-01 8.60420111 -3.101151e-02
#> [7,] -2.39456482 -6.82448284 -4.118069e-01 10.05305456 1.392381e-02
#> [8,] 0.36989578 -4.74958212 -1.516672e+00 8.35579655 -9.808695e-03
#> [9,] -1.48269788 -5.17049698 -5.193876e-01 9.10468276 -1.376565e-03
#> [10,] 2.28701347 -7.30078628 -1.952421e+00 11.54734206 4.721620e-02
#> [11,] 0.20308189 -7.45391897 -3.257742e+00 7.72206804 4.137618e-02
#> [12,] -0.36274894 -8.63026653 -3.115957e+00 12.49410556 1.398072e-02
#> [13,] 0.03583438 -3.81307206 -1.348623e+00 10.71152276 2.432093e-03
#> [14,] -0.49002245 -3.66199795 -1.873192e+00 9.88035835 -2.182356e-02
#> [15,] -0.78551818 -7.67379384 -1.476738e+00 12.95608892 -2.312348e-04
#> [16,] 0.27223069 -5.26091621 -4.529690e+00 8.68996709 -4.676903e-02
#> [17,] -1.25946303 -7.06408103 -1.711778e+00 13.11010484 -4.664230e-02
#> [18,] 0.40136382 -4.18759165 -2.359985e+00 12.14804451 -1.697943e-02
#> [19,] 0.53605510 -5.83450213 2.532695e-01 10.30611695 1.247595e-02
#> [20,] 1.80409633 -4.99766301 -1.521430e+00 11.47485039 -1.270305e-02
#> [21,] 0.95310567 -4.12270428 -1.761696e+00 9.44829682 1.831584e-03
#> [22,] -1.85943984 -6.16040689 -4.699184e+00 11.77779547 -2.295712e-02
#> [23,] -0.60235595 -4.54539935 -2.380741e+00 8.20568392 7.475937e-03
#> [24,] -2.97747131 -7.74160684 -1.876081e+00 10.71030455 -2.954348e-02
#> [25,] 0.38529625 -4.17960512 -2.240257e+00 8.73579623 4.756168e-02
#> [26,] 0.82988512 -7.49993471 -5.075312e+00 10.93657741 -1.390950e-02
#> [27,] 0.03720310 -5.95332339 -4.418671e+00 12.66140138 5.781383e-03
#> [28,] -0.10307401 -8.90059021 -3.111622e+00 12.16448292 2.104691e-02
#> [29,] -1.35174245 -7.70016329 -2.539498e-01 11.61335921 4.288171e-02
#> [30,] 1.07885344 -6.65480601 -6.748023e-01 12.31947504 2.265591e-02
#> [31,] 2.88065982 -0.57944453 1.446203e+00 5.03085584 3.854656e-02
#> [32,] -0.86777834 -1.98176597 2.079174e+00 4.85724524 3.538895e-02
#> [33,] -1.89646743 0.43370088 1.344321e+00 8.40800831 1.012173e-02
#> [34,] 2.88781906 1.08099240 3.169271e-01 5.80463704 3.307285e-02
#> [35,] 1.10567131 0.29375190 -1.335446e+00 4.96577331 -3.944466e-02
#> [36,] -0.14138989 -1.70768670 2.779405e+00 4.79421417 2.121629e-02
#> [37,] -1.66654580 -0.50397996 3.130954e+00 6.24306763 -2.486890e-02
#> [38,] 1.09791480 1.57092076 2.026090e+00 4.54580961 7.464143e-05
#> [39,] -0.75467887 1.15000590 3.023374e+00 5.29469583 3.914577e-02
#> [40,] 3.01503249 -0.98028339 1.590340e+00 7.73735513 2.089173e-02
#> [41,] 0.93110091 -1.13341609 2.850193e-01 3.91208110 -1.894828e-02
#> [42,] 0.36527008 -2.30976365 4.268044e-01 8.68411862 -4.280163e-02
#> [43,] 0.76385340 2.50743082 2.194138e+00 6.90153582 4.947531e-02
#> [44,] 0.23799656 2.65850493 1.669570e+00 6.07037142 1.891325e-03
#> [45,] -0.05749916 -1.35329096 2.066023e+00 9.14610199 1.922574e-02
#> [46,] 1.00024971 1.05958667 -9.869291e-01 4.87998016 -2.878356e-02
#> [47,] -0.53144402 -0.74357815 1.830984e+00 9.30011791 2.562035e-02
#> [48,] 1.12938284 2.13291124 1.182776e+00 8.33805758 4.041058e-02
#> [49,] 1.26407412 0.48600076 3.796031e+00 6.49613001 2.578040e-02
#> [50,] 2.53211535 1.32283987 2.021331e+00 7.66486346 -4.699994e-02
#> [51,] 1.68112469 2.19779860 1.781065e+00 5.63830989 3.792324e-02
#> [52,] -1.13142083 0.16009599 -1.156423e+00 7.96780853 3.249542e-02
#> [53,] 0.12566307 1.77510353 1.162020e+00 4.39569698 4.670734e-02
#> [54,] -2.24945229 -1.42110395 1.666680e+00 6.90031761 -4.094721e-02
#> [55,] 1.11331527 2.14089776 1.302504e+00 4.92580929 -2.815265e-02
#> [56,] 1.55790413 -1.17943183 -1.532551e+00 7.12659047 2.635475e-02
#> [57,] 0.76522212 0.36717949 -8.759097e-01 8.85141445 4.490325e-02
#> [58,] 0.62494500 -2.58008733 4.311392e-01 8.35449598 1.117406e-02
#> [59,] -0.62372343 -1.37966041 3.288811e+00 7.80337227 2.813520e-02
#> [60,] 1.80687246 -0.33430312 2.867959e+00 8.50948810 -4.569216e-02
#> [61,] -4.25441662 -2.46561013 -9.477166e+00 1.81214843 1.555211e-02
#> [62,] -8.00285478 -3.86793158 -8.844195e+00 1.63853783 3.139715e-02
#> [63,] -9.03154388 -1.45246473 -9.579049e+00 5.18930090 -2.859112e-02
#> [64,] -4.24725738 -0.80517320 -1.060644e+01 2.58592963 1.182557e-02
#> [65,] -6.02940513 -1.59241371 -1.225882e+01 1.74706590 -1.707904e-02
#> [66,] -7.27646634 -3.59385230 -8.143965e+00 1.57550677 -3.909184e-02
#> [67,] -8.80162224 -2.39014557 -7.792415e+00 3.02436022 -4.284323e-02
#> [68,] -6.03716165 -0.31524485 -8.897280e+00 1.32710220 1.697390e-03
#> [69,] -7.88975531 -0.73615971 -7.899996e+00 2.07598842 1.653476e-02
#> [70,] -4.12004395 -2.86644900 -9.333030e+00 4.51864772 4.995363e-02
#> [71,] -6.20397553 -3.01958169 -1.063835e+01 0.69337369 1.641861e-02
#> [72,] -6.76980637 -4.19592926 -1.049657e+01 5.46541122 5.542426e-03
#> [73,] -6.37122305 0.62126521 -8.729231e+00 3.68282842 2.505893e-02
#> [74,] -6.89707988 0.77233933 -9.253800e+00 2.85166401 3.475889e-02
#> [75,] -7.19257560 -3.23945657 -8.857346e+00 5.92739458 6.820234e-03
#> [76,] -6.13482674 -0.82657893 -1.191030e+01 1.66127275 8.336465e-03
#> [77,] -7.66652046 -2.62974375 -9.092386e+00 6.08141050 -2.106332e-02
#> [78,] -6.00569361 0.24674563 -9.740593e+00 5.11935017 6.247264e-04
#> [79,] -5.87100233 -1.40016485 -7.127339e+00 3.27742261 -3.697544e-02
#> [80,] -4.60296109 -0.56332573 -8.902038e+00 4.44615605 -2.549011e-02
#> [81,] -5.45395175 0.31163300 -9.142305e+00 2.41960248 -2.692062e-03
#> [82,] -8.26649727 -1.72606961 -1.207979e+01 4.74910113 -4.806504e-02
#> [83,] -7.00941337 -0.11106208 -9.761349e+00 1.17698957 -2.019991e-02
#> [84,] -9.38452873 -3.30726956 -9.256690e+00 3.68161020 -3.063711e-03
#> [85,] -6.02176117 0.25473216 -9.620866e+00 1.70710188 4.393639e-02
#> [86,] -5.57717231 -3.06559743 -1.245592e+01 3.90788306 1.201383e-02
#> [87,] -6.36985432 -1.51898612 -1.179928e+01 5.63270704 -4.244301e-02
#> [88,] -6.51013144 -4.46625293 -1.049223e+01 5.13578858 -3.218874e-02
#> [89,] -7.75879987 -3.26582602 -7.634558e+00 4.58466486 8.492386e-03
#> [90,] -5.32820399 -2.22046873 -8.055411e+00 5.29078069 -2.604337e-02
#> [91,] -1.13757232 -12.53725511 7.306960e+00 3.62374125 1.912451e-02
#> [92,] 10.21104183 1.74449794 9.470965e+00 -5.29076302 -6.823914e-03
#> [93,] -9.36172614 10.77780360 -4.572363e+00 0.53900798 7.189237e-04
#> [94,] 11.01864665 -6.97994584 -7.313593e+00 -1.17521660 -2.087572e-02
#> [95,] 12.44893752 3.95591289 1.354874e+00 7.24838075 -4.265772e-02
#> [96,] -1.75047799 -10.72929924 -7.577351e+00 7.02863498 -2.790086e-02
#> [97,] 6.94478266 6.67591470 -9.742390e+00 6.10639008 3.074746e-02
#> [98,] 10.28374026 8.45738749 6.013975e+00 3.39843917 4.285247e-02
#> [99,] -11.88490028 4.18037924 6.287805e+00 -5.17079107 -5.767070e-04
#> [100,] -8.49658628 -4.54280679 -8.849249e+00 7.33905500 -2.300305e-02
#> [101,] -6.26360824 -12.59625517 -4.813226e+00 1.98353725 2.029363e-02
#> [102,] 0.75686134 -5.88571749 -1.280487e+01 -5.08141556 -4.745385e-02
#> [103,] -12.77566406 -7.31829045 1.576444e+00 2.39579972 -1.705410e-02
#> [104,] -13.12456969 5.99388203 4.101030e+00 -0.02447386 1.890293e-02
#> [105,] -0.84763804 -9.12420228 -9.710043e+00 6.83706913 -1.236857e-02
#> [106,] -6.62832735 12.21293348 4.358507e+00 -3.59345958 -3.340483e-02
#> [107,] -5.87395693 2.72874523 4.605287e+00 -12.72171016 1.148428e-02
#> [108,] 14.49082196 -2.93741871 -1.702450e+00 1.86797059 -1.961427e-02
#> [109,] -7.90693456 6.68671116 -1.069349e+01 1.84867482 -1.563474e-02
#> [110,] 9.96842716 -5.20696295 1.581934e+00 -9.79874891 -2.543063e-02
#> [111,] -13.35988452 -4.43500095 -2.238417e+00 4.67265873 1.997720e-02
#> [112,] 0.38046368 -4.58903896 1.341647e+01 -4.87794791 2.749464e-02
#> [113,] -5.16836126 0.63130210 -1.116006e+01 8.56402207 2.690204e-02
#> [114,] -9.29188912 -8.26356116 -3.982034e+00 -7.38361396 3.704098e-02
#> [115,] -1.07302562 8.72587483 -1.214307e+01 0.50346164 2.934588e-02
#> [116,] -1.30712782 -9.72564012 -3.025544e+00 -10.93386593 -2.540732e-02
#> [117,] -4.72210560 -7.75093643 -3.560737e+00 11.39937953 5.279571e-03
#> [118,] 5.73933577 -0.86628356 1.135398e+01 7.89915260 3.807583e-02
#> [119,] 6.01024161 -12.70362928 1.616493e+00 4.98816100 -4.963515e-02
#> [120,] 4.14174185 -8.41419368 -9.360977e+00 -7.02989588 4.806631e-02
#> [121,] 10.11531312 -2.36981329 -1.132983e+00 -10.76014759 1.766202e-02
#> [122,] 10.78125462 -5.17565879 5.059313e+00 7.50869177 4.904982e-04
#> [123,] -3.04937162 -5.11734377 9.372407e+00 10.08325865 -3.309283e-02
#> [124,] 3.22312705 0.89301614 -5.150165e+00 -13.68538529 2.918599e-02
#> [125,] 0.70845535 -2.22171235 -1.334197e+01 6.44624087 2.563736e-02
#> [126,] 2.17472270 7.04999256 -1.066612e+01 -7.53671706 -1.180737e-02
#> [127,] -13.14339885 -1.16792466 -1.852156e-01 7.13110888 -1.580594e-02
#> [128,] 12.50384743 -5.86777893 -4.000153e+00 -4.26869416 4.122989e-02
#> [129,] -13.74044295 -3.43009560 -3.649979e+00 -3.33351499 4.302583e-03
#> [130,] -3.88938213 6.13055655 -1.236464e+01 -4.40506463 2.874878e-02
#> [131,] 11.01672581 -3.91419597 2.966161e+00 8.91699018 3.216237e-02
#> [132,] -2.82247577 13.19782071 -6.320546e+00 -1.70348426 -1.234710e-02
#> [133,] -0.86086349 -9.88938039 1.124211e+01 0.27190815 6.071669e-03
#> [134,] 0.16152418 -2.32570482 1.043478e+01 10.52047156 -3.965713e-02
#> [135,] -8.50461557 -3.89866747 1.169421e+01 -0.84699897 3.225420e-02
#> [136,] -0.51486613 -9.66516224 9.635763e+00 -6.20254959 2.275280e-02
#> [137,] -2.38890703 -3.54246840 -7.913201e+00 12.00521927 -4.379803e-02
#> [138,] -0.21226863 12.11788322 -2.945602e+00 8.33278340 -3.650069e-03
#> [139,] 5.23335465 -10.26639242 -8.274326e+00 4.87326616 -2.254789e-04
#> [140,] 10.59943218 -8.01285551 3.207482e+00 -6.17723611 2.091612e-02
#> [141,] 0.38605629 3.50070698 8.366968e+00 11.94109943 -4.435780e-02
#> [142,] -6.97244080 -6.65978083 -7.985762e+00 8.26196092 3.647009e-02
#> [143,] -9.98554951 10.13633691 -2.204142e+00 4.20538118 -3.068151e-02
#> [144,] -7.99327013 6.73963681 7.099253e+00 -8.07994690 3.726166e-02
#> [145,] -2.94170433 6.63996509 1.312020e+01 0.34277010 -2.222062e-02
#> [146,] -11.63852549 4.24546480 -7.136823e+00 -4.53723589 -1.180547e-02
#> [147,] -5.22345227 2.56216488 8.986420e+00 -10.50690806 -4.439201e-02
#> [148,] -4.63323279 6.59838849 -7.362426e+00 10.28538283 -3.776503e-02
#> [149,] -2.08661236 12.76755617 5.777541e+00 -4.92499585 -3.226880e-02
#> [150,] 9.56604950 1.29640738 8.375797e+00 7.85213657 -2.295346e-02
#> [151,] -2.13107419 -5.01270544 -1.353780e+01 3.47264103 6.655193e-03
#> [152,] 1.28320970 -11.28595885 -9.793341e+00 -0.26641629 3.767581e-02
#> [153,] 3.02478547 9.37032730 -2.239073e-04 11.31581367 4.138408e-02
#> [154,] -8.27084805 0.68481616 2.739150e+00 12.19102761 -3.749861e-04
#> [155,] 8.01746276 4.30020029 2.992915e+00 -11.54430727 2.554590e-02
#> [156,] -5.66414710 -5.64954633 1.217605e+01 -3.56984742 4.587207e-02
#> [157,] -0.91470279 -7.68764045 5.723048e+00 -11.50261836 3.865607e-02
#> [158,] 11.56850988 -3.41406492 -7.409557e+00 -4.96106899 -3.888366e-02
#> [159,] 4.49754644 11.90643231 -4.262725e+00 6.69612717 2.585429e-02
#> [160,] -7.53851513 -12.17978161 -3.295784e+00 2.99357933 3.986343e-02
#> [161,] -13.88674554 4.05381589 5.299728e-01 3.92988599 -1.334919e-02
#> [162,] 8.18729238 5.22917907 -3.481363e-01 11.42377918 1.321781e-02
#> [163,] -7.46195166 -5.10423482 -4.095515e+00 11.24690269 -3.843992e-02
#> [164,] -2.36006409 7.92644213 -8.215832e+00 -9.43937066 8.204084e-03
#> [165,] -10.11546337 2.98483898 1.399842e+00 -10.57395758 -4.651237e-02
#> [166,] -7.82117281 -2.37073759 -1.233448e+01 -2.46364821 -3.535699e-02
#> [167,] -1.82441857 5.72460984 -1.102545e+01 8.20608268 -2.727869e-02
#> [168,] 4.16300825 -7.53809179 -1.226414e+01 -0.66129500 -7.070095e-03
#> [169,] 1.27653206 4.26522781 -2.571513e+00 14.09133125 1.396984e-02
#> [170,] 3.10089289 -1.10594754 1.270161e+01 7.26845001 4.017218e-02
#> [171,] -0.20057077 -0.25192421 8.970727e+00 12.01758588 -2.136979e-02
#> [172,] 6.34797841 -13.21769328 2.314233e+00 -2.15408458 -1.134227e-02
#> [173,] -4.36002518 8.75123452 6.427337e+00 -9.38591554 -4.025717e-02
#> [174,] 11.59750229 -0.21272180 8.963872e+00 -3.17831490 -1.231432e-02
#> [175,] 10.30297913 -0.66576854 -5.096248e+00 9.61424082 -4.593196e-02
#> [176,] 2.32870883 13.85885215 1.122463e+00 -5.12341768 -1.280777e-02
#> [177,] -11.04703950 -3.87629747 -1.377704e-01 -9.37647351 1.659563e-02
#> [178,] 1.26407905 13.07920912 -5.884553e+00 4.20813787 -2.951029e-02
#> [179,] 1.63206310 -5.36261217 -4.971870e+00 -12.99458600 -3.957487e-02
#> [180,] -12.21591574 -7.31188444 4.722025e+00 0.10113794 -4.261148e-02
#> [181,] 8.14603154 10.06377308 -6.777985e+00 -3.37957911 -3.593054e-02
#> [182,] -1.59545746 -10.56872070 -1.830339e+00 10.36371158 8.075021e-03
#> [183,] -13.86206008 3.54389951 3.354077e+00 3.00569986 -3.040882e-02
#> [184,] -10.87512258 -3.72127462 7.976297e+00 -5.40948402 1.110145e-03
#> [185,] -2.81541679 11.02731507 7.214633e+00 6.58944786 3.424502e-02
#> [186,] 0.83956290 11.89667236 -1.254160e+00 -9.01062732 -8.308103e-03
#> [187,] -1.59040504 -13.80013517 5.605295e+00 -0.77945419 1.395520e-02
#> [188,] -1.16453564 -6.31780410 7.033316e+00 -11.58713392 3.907406e-02
#> [189,] 1.37677424 11.09755123 7.642183e+00 6.44561047 -4.091924e-04
#> [190,] -3.01710972 -3.87292155 1.338085e+01 4.67444757 3.423203e-02
#> [191,] -6.66552538 3.87282905 -1.226858e+01 -3.87993679 -4.820397e-02
#> [192,] 5.33093720 3.09575460 1.366281e+01 0.57006702 2.182712e-02
#> [193,] -1.83924031 -7.21713407 4.654375e+00 12.16005600 -1.844037e-02
#> [194,] 12.33773759 1.70498073 1.169676e+00 -8.27678265 2.035590e-02
#> [195,] 5.11163302 3.03752013 1.320532e+01 3.90692645 -9.199083e-04
#> [196,] -11.02856352 -1.00712709 6.858868e+00 7.43723115 -4.349411e-02
#> [197,] 0.87032125 -9.68537093 4.640909e+00 10.43542480 -1.195387e-02
#> [198,] 13.73697425 4.72138780 2.689278e+00 -2.60227153 1.584331e-02
#> [199,] -8.15959937 -8.42306059 2.043050e+00 -9.12682509 -3.097637e-02
#> [200,] 9.16706081 -8.47927283 1.990615e+00 -8.06872853 1.821427e-02
#> [201,] -1.63340927 -10.44141158 -5.438111e+00 9.15072948 1.864395e-03
#> [202,] 8.76167115 -10.27442634 -3.129341e+00 5.73380391 2.359111e-03
#> [203,] -2.60684860 11.15901651 8.356606e+00 4.88342439 1.646955e-02
#> [204,] 13.60198095 0.32482273 -3.305143e-01 6.30645420 2.074100e-02
#> [205,] 5.61884232 -2.83128345 -1.320488e+01 3.32320232 1.843426e-02
#> [206,] 5.19260629 2.10517047 -1.079866e+01 8.77461963 -1.768110e-02
#> [207,] 1.70778715 -9.41728552 1.144012e+01 -1.58802359 2.695115e-02
#> [208,] -13.33977771 4.23085251 -8.064481e-01 -5.33852594 4.962866e-02
#> [209,] -1.81595844 7.00998661 8.943064e+00 -9.62205772 3.323244e-02
#> [210,] -5.42458452 1.86649322 -1.676941e+00 13.75783244 4.900636e-03
#> [211,] 13.73192425 -1.07496360 -8.527088e-01 5.87806068 -7.924833e-03
#> [212,] 4.23363199 6.11443244 1.016479e+01 8.14660723 1.121300e-02
#> [213,] -4.69247528 -8.11200817 9.490087e+00 -6.86398198 3.590300e-02
#> [214,] 2.08986476 -8.83472063 -7.956161e+00 -8.90391361 -1.361298e-02
#> [215,] 10.86215836 -1.47798672 -1.023514e+01 0.26650558 -2.054805e-02
#> [216,] -4.53517726 5.21777906 3.596725e-01 -13.30705018 1.574631e-02
#> [217,] -2.05364346 4.63173240 -1.411534e+01 -0.29459358 -2.745160e-02
#> [218,] -4.15261503 7.27395781 1.027078e+01 7.02541243 6.646649e-03
#> [219,] -3.42797877 -3.94348940 8.717602e+00 11.03182940 3.757337e-02
#> [220,] -0.75256353 5.58300332 1.102547e+01 -8.46774405 -1.374055e-02
#> [221,] -4.46694747 -10.00543137 8.895967e-01 10.20521146 1.313869e-02
#> [222,] 0.69750394 -2.04826648 1.460449e+01 2.65084635 4.040160e-02
#> [223,] 6.57057654 0.01453703 -5.355378e+00 -12.37526714 -2.814390e-02
#> [224,] -3.37306212 -3.12247811 1.040091e+01 9.78231600 -2.463870e-02
#> [225,] -4.13168007 6.20051584 -3.479343e+00 -12.54499878 3.547120e-02
#> [226,] 9.19336778 -0.54967653 1.147686e+01 2.90887528 3.341442e-02
#> [227,] 3.47030262 -12.26968415 7.792369e-01 -7.86159274 -2.429026e-02
#> [228,] -9.16080762 -2.69821428 1.144969e+01 -1.64434965 -1.993372e-02
#> [229,] -3.70536039 -12.37104010 7.503187e+00 -1.38919448 -1.338825e-02
#> [230,] -11.22374600 6.21343837 5.751846e+00 5.22847787 -4.514059e-02
#> [231,] 9.77395640 -6.45065548 -7.922196e+00 -5.00975359 3.350452e-02
#> [232,] 1.58753278 -1.54470581 -1.458591e+01 2.71012563 1.250297e-02
#> [233,] -11.41819945 6.58902447 -5.057405e+00 -5.06281832 1.774048e-02
#> [234,] 0.50929954 4.75073871 -1.364125e+01 -4.01092120 4.320934e-02
#> [235,] -5.98690106 -3.52415653 -3.535141e+00 12.81561993 -2.429277e-02
#> [236,] 3.89367562 11.35834185 6.962200e+00 5.68815672 -3.501206e-02
#> [237,] -8.81916042 9.21368412 -3.762561e+00 6.94071846 -4.045311e-02
#> [238,] -9.30799917 0.52263911 -4.367502e-01 -11.74296594 3.129198e-02
#> [239,] 1.28447799 10.31267080 9.789594e+00 4.60030312 1.935798e-02
#> [240,] -2.23763459 -11.63431702 -6.000364e+00 -6.97361394 -1.037647e-03
#> [241,] 7.29271750 -0.50349815 9.049117e+00 9.46975378 -4.306777e-02
#> [242,] -7.01045817 -10.64679292 5.561513e+00 -5.61861606 -3.460671e-02
#> [243,] 6.04397149 1.58052132 1.345497e+01 2.22175331 -4.177815e-02
#> [244,] -1.09907057 12.52558432 4.558260e+00 6.79146852 8.869496e-03
#> [245,] -12.94936617 2.66988298 3.022638e-01 -7.07773108 3.471472e-02
#> [246,] 1.88729617 -6.32547048 2.090944e+00 13.30618241 3.079085e-02
#> [247,] 5.30307779 -7.34520178 7.276942e+00 9.48533049 -2.586799e-02
#> [248,] 3.49622510 -5.32746922 9.412189e+00 -9.78801240 -1.473175e-02
#> [249,] -0.50967078 5.16421246 -7.571639e+00 -11.86344899 1.238128e-02
#> [250,] 2.09922707 -7.02746882 -7.750697e+00 10.54204110 2.117140e-02
#> [251,] 7.39989517 -9.84225397 -2.729909e+00 8.11906323 1.160142e-02
#> [252,] -1.99469756 0.98583551 -1.483325e+01 -0.15523470 3.765488e-02
#> [253,] -3.98029547 -9.32620872 1.915560e+00 -10.88621654 -6.447285e-03
#> [254,] -4.31129467 13.99354639 3.242430e+00 0.28292364 -3.134232e-02
#> [255,] -1.90055727 -13.16269488 -2.554915e+00 6.45009740 3.567554e-03
#> [256,] -2.66137557 8.59171154 1.014495e+01 -6.41713057 4.305765e-02
#> [257,] 0.76193071 2.67322073 7.700910e+00 12.56858519 3.287951e-02
#> [258,] -8.31231818 -4.69695728 -7.759993e+00 -8.58058711 -2.894529e-02
#> [259,] -5.38613742 -3.00786271 1.153289e+01 7.34402432 3.999188e-02
#> [260,] -12.50565383 6.89622178 -2.544957e+00 3.81758316 3.823197e-02
#> [261,] -10.37838259 1.06302547 -2.186870e+00 10.55351849 3.094601e-02
#> [262,] 9.30258418 5.98077057 5.808146e+00 8.30408040 -4.190498e-02
#> [263,] 10.35243464 1.04506058 -1.048001e+01 -2.62760766 4.235367e-02
#> [264,] -11.32578704 5.33050777 -2.914748e+00 7.73411150 -3.708997e-02
#> [265,] 9.17456824 5.65234888 -9.422725e+00 4.48224397 2.700184e-03
#> [266,] -5.55199749 3.86143956 -9.844287e+00 -9.07494426 2.154518e-02
#> [267,] -0.39954214 12.85819294 -7.314090e+00 -2.45180018 -3.521341e-02
#> [268,] 4.78171111 0.78449454 -5.522357e+00 13.07759077 4.113018e-02
#> [269,] -4.07750563 13.65091612 1.296361e+00 4.51064117 -2.685297e-02
#> [270,] -4.12617312 5.95296933 8.229381e+00 -10.23787766 2.965704e-02
#> [271,] -2.37614624 -12.79151971 7.431163e+00 -0.71328534 -1.825985e-02
#> [272,] 8.17755448 8.80060339 -4.208198e+00 7.93524134 7.389881e-03
#> [273,] -6.14291776 2.83648421 3.780534e+00 -12.84237045 2.757974e-02
#> [274,] 7.41212064 12.72868979 3.928643e-02 -2.83538010 4.603738e-03
#> [275,] 2.83871962 5.49452588 -1.315711e+01 -3.69355865 -8.885216e-04
#> [276,] -13.11568190 0.61683076 -4.115021e+00 5.97201925 3.778235e-02
#> [277,] 2.50145435 13.22381098 4.536985e+00 -4.82590084 3.089138e-02
#> [278,] -6.60334924 6.09630492 7.063250e+00 -9.71294695 -3.559450e-03
#> [279,] -12.60168789 7.41479532 2.822219e-01 3.33745762 4.653795e-02
#> [280,] -5.91957440 -11.18708336 3.040563e+00 -7.45404476 -2.192818e-02
#> [281,] -3.06252746 -2.57966555 1.384489e+01 4.15756244 -2.271448e-02
#> [282,] 6.08956595 -1.12809818 -1.659215e+00 13.56066323 -1.962436e-02
#> [283,] 1.71192960 8.82284691 -1.436552e+00 11.92321213 3.174975e-02
#> [284,] -6.59074595 -3.04594244 8.929119e-01 13.09530492 4.505909e-02
#> [285,] -13.13216447 -4.44614794 -4.271484e-01 5.70925294 -1.530852e-02
#> [286,] 7.18171898 3.93151557 3.612704e+00 12.03804264 -4.522111e-02
#> [287,] 13.76789294 2.53140576 5.095735e+00 -1.75231036 -2.363636e-02
#> [288,] 1.55595978 -0.06372118 7.816354e+00 -12.70745970 6.830867e-04
#> [289,] -5.71075099 -9.63239737 -9.972798e+00 0.38411642 -3.961406e-02
#> [290,] 0.35233610 14.47680719 -9.957046e-02 3.90998702 -1.772474e-02
#> [291,] 1.70647753 12.83641612 -2.657751e+00 -7.08877405 4.463025e-02
#> [292,] 13.77215794 0.49329916 -5.390862e+00 -2.45416554 1.259472e-02
#> [293,] 10.87098745 10.29238280 -6.594943e-01 0.67346518 5.567049e-04
#> [294,] -12.94855719 6.31841268 -1.857975e+00 -3.73636936 -8.778661e-03
#> [295,] 3.34878617 6.04477640 -8.553531e+00 -10.20212824 1.659580e-03
#> [296,] 4.24129138 -5.86019509 -1.066299e+01 7.67920341 1.191862e-02
#> [297,] -13.33012852 -5.57475919 -3.990560e+00 0.55241656 3.202104e-02
#> [298,] -6.10163770 -2.85421096 8.344030e+00 -10.48811982 -2.628882e-03
#> [299,] 3.28192653 13.55516087 -5.335437e+00 1.42115774 -2.443555e-02
#> [300,] -10.62456157 -5.80934210 -3.482204e+00 -8.13907184 -2.574609e-02
#> [301,] 14.30506447 0.10010075 2.395318e-01 -4.50530074 4.289312e-02
#> [302,] -8.01927191 -12.48138918 2.121961e+00 -0.63520425 -7.759684e-03
#> [303,] -11.76961908 0.26736569 1.415976e+00 -9.18692523 -3.906299e-02
#> [304,] -9.07058944 6.44067494 -1.658226e+00 9.92433371 2.608614e-02
#> [305,] -11.72431305 -1.29308835 -5.682732e+00 7.31949167 -4.270295e-02
#> [306,] -14.69487423 -1.63619905 -2.092931e+00 -1.41533229 1.387756e-02
#> [307,] 7.39985297 -11.84934248 5.384207e+00 -0.91955218 1.974681e-02
#> [308,] -0.51594191 -9.25837764 1.030988e+01 5.72036532 1.468811e-02
#> [309,] -4.48928115 -11.82592619 7.062573e+00 -3.88765759 -3.571725e-02
#> [310,] -9.94151342 -2.26685696 -1.029497e+01 -3.87829542 2.849413e-02
#> [311,] -7.66696116 -10.18607368 6.444799e-01 -7.87694453 1.622426e-02
#> [312,] 9.76074469 -5.81786229 -2.150119e+00 -9.55287023 -4.297363e-02
#> [313,] 6.19433966 5.92655144 -5.045716e+00 -11.22706097 2.848153e-02
#> [314,] 8.52889396 6.29308518 3.746355e+00 -9.93075378 1.093619e-02
#> [315,] -7.78505353 6.42073844 -1.323173e+00 -11.01890523 2.283338e-02
#> [316,] 12.47625736 3.12656807 8.608648e-01 7.66984265 3.871867e-02
#> [317,] -5.29199000 1.83023124 5.691246e+00 -12.69861483 -1.886178e-02
#> [318,] -14.36613280 2.07835128 -3.687284e+00 0.83583461 -3.420622e-02
#> [319,] 1.80861470 11.65620203 -9.079021e+00 1.85290067 1.994977e-02
#> [320,] 4.18921797 -4.07688996 4.674746e-01 13.80619023 -3.164221e-02
#> [321,] -9.78913300 3.59139063 1.323419e+00 -10.70155839 3.328469e-02
#> [322,] 1.39313738 5.00277370 -3.108956e+00 13.72464277 3.784973e-02
#> [323,] -7.47136139 -3.86080046 -8.387363e+00 9.16106584 2.611218e-02
#> [324,] 4.49437088 14.04777718 -2.720830e+00 0.24014345 -2.860999e-02
#> [325,] -8.37288154 1.11571634 1.218151e+01 -2.29367212 2.366030e-02
#> [326,] 9.45659648 -6.65234771 -9.487894e+00 1.13970448 2.996860e-02
#> [327,] -4.08067814 10.51503957 -9.888463e+00 0.01751589 -7.427214e-03
#> [328,] -1.32241517 -2.90843921 7.838613e+00 12.38338989 -3.970157e-02
#> [329,] -8.65264629 6.99383934 -1.003541e+01 0.71301032 -2.195209e-02
#> [330,] -2.65166426 -3.38838578 -9.340324e+00 10.91997560 -3.600596e-02
#> [331,] 4.60424532 0.17500304 1.395880e+01 -2.98700451 -4.273254e-02
#> [332,] 3.70248606 0.76106943 1.031674e+01 10.21161828 -4.676937e-02
#> [333,] -9.59587774 -1.38481171 -9.812678e+00 -5.89175580 3.858613e-02
#> [334,] -10.82076550 9.65504349 -1.155940e+00 3.65444554 -2.336692e-02
#> [335,] -2.41145248 13.29547688 -6.185975e+00 -2.03688613 -1.325866e-02
#> [336,] -1.18212984 11.27245276 8.104133e+00 -5.55494408 -2.264760e-02
#> [337,] -1.75934654 -10.36202252 1.065880e+01 0.96081191 1.070925e-02
#> [338,] 13.66537416 -3.52890514 -4.054298e+00 3.06056302 -3.631726e-02
#> [339,] -2.82412871 7.92474752 -8.753087e+00 -8.80943440 -3.484990e-02
#> [340,] 6.26979409 11.14131199 -7.796054e+00 0.88452620 -1.177247e-02
#> [341,] -2.32242574 10.83741097 3.622914e+00 -9.43564296 3.835105e-02
#> [342,] 1.41687535 -11.26896221 1.375594e+00 9.70106677 1.108216e-02
#> [343,] 0.73985778 -7.24840566 -3.645329e+00 12.59463381 -4.821762e-02
#> [344,] -7.23751184 -1.39803400 -1.235297e+01 -4.25066546 1.746505e-03
#> [345,] -7.78086502 5.95024357 5.862850e+00 -9.73035109 -3.477552e-02
#> [346,] 7.13187405 -10.14897614 -6.769641e+00 -5.03056758 3.907354e-02
#> [347,] 1.77726444 -13.92500037 4.637686e+00 2.53526499 -1.879682e-02
#> [348,] -2.09037320 -9.50075621 1.063399e+01 -4.15742311 3.501518e-02
#> [349,] 1.56931243 10.05809029 -5.383423e+00 -9.61201527 -4.304542e-02
#> [350,] 4.62423481 -4.90061195 -1.317713e+01 -2.44206746 -1.301408e-02
#> [351,] -12.22265406 6.86293650 -4.521742e+00 -2.83913417 -2.313740e-02
#> [352,] -2.00137789 -13.08619145 -3.031300e+00 -6.36846116 -3.353284e-02
#> [353,] -5.57122379 -1.31407381 7.613413e+00 -11.58752009 -2.160113e-02
#> [354,] -0.71350338 -13.70526783 2.545829e+00 -5.49320488 -1.430172e-02
#> [355,] 3.04091229 11.19843874 -6.904349e+00 6.53282428 -7.034689e-03
#> [356,] 3.39307647 5.16637815 -2.102257e+00 -13.50466904 -8.910901e-03
#> [357,] 10.69354756 -2.02278800 -1.373050e+00 10.23088966 2.081789e-02
#> [358,] 8.16353408 -12.15453708 3.069516e+00 1.09636269 -4.947695e-03
#> [359,] -3.83948681 7.49638813 -1.230483e+01 -1.62900744 1.802991e-02
#> [360,] -4.01786814 8.48780817 6.845838e+00 -9.48411075 2.044523e-02
#> [361,] -5.96483448 7.05251193 -1.151510e+01 -2.66180137 2.454755e-02
#> [362,] 13.93560668 1.61898895 1.678792e+00 -5.03581154 -3.253221e-02
#> [363,] 5.88390813 0.23052368 1.153850e+01 7.56236693 -4.553061e-02
#> [364,] -1.75186799 -3.75175078 -1.388695e+01 -3.87400870 2.788077e-02
#> [365,] 7.30892580 -12.55018644 -2.994752e+00 -2.25917834 4.046501e-02
#> [366,] 5.74774798 -2.59182390 -9.055519e-01 13.58034675 3.395781e-02
#> [367,] 7.78568138 5.19060053 -6.276532e+00 9.90181715 2.557479e-02
#> [368,] -4.08790748 -12.11130185 7.085985e+00 -3.37552922 -1.000378e-02
#> [369,] -10.37791348 -9.26508565 -4.206290e+00 -3.71001690 4.550585e-02
#> [370,] 1.04049213 2.02619499 1.033433e+01 10.63077873 3.844611e-02
#> [371,] -9.40494808 4.37842662 -1.024541e+01 -3.52249924 1.537560e-02
#> [372,] 7.21865531 8.31241055 1.017747e+01 0.46249105 -4.000024e-02
#> [373,] -0.05895474 7.27526124 7.687084e+00 10.62900932 -1.469586e-03
#> [374,] -11.68047845 4.56193147 -5.610119e+00 6.02343496 -3.681870e-02
#> [375,] -12.12588266 8.15180502 3.370557e+00 -0.38780202 -1.466488e-02
#> [376,] 3.09589050 1.45168941 -1.448747e+01 -1.84965066 2.420848e-02
#> [377,] 4.91970842 12.57562561 6.282954e+00 -1.78173863 1.353138e-02
#> [378,] 0.39815338 8.01742309 -8.627331e+00 9.28070934 4.877531e-02
#> [379,] -9.94439519 -8.05108875 -5.299287e+00 5.76251070 -4.254274e-02
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