It can be helpful to combine all the data in a mediation_data S4 object
into a single data.frame. This concatenates all data sources horizontally,
into an N samples x (all outcomes, mediators, treatments, ...) matrix.
Examples
exper <- demo_joy() |>
mediation_data("PHQ", "treatment", starts_with("ASV"))
exper
#> [Mediation Data]
#> 100 samples with measurements for,
#> 1 treatment: treatment
#> 5 mediators: ASV1, ASV2, ...
#> 1 outcome: PHQ
bind_mediation(exper)
#> ASV1 ASV2 ASV3 ASV4 ASV5 PHQ
#> 1 0.86208648 0.42914737 -0.830214260 -0.578945246 1.779441542 -0.78363908
#> 2 -0.24323674 0.12210341 -0.503592910 -0.145426885 0.386630924 -0.95312386
#> 3 -0.20608719 -1.13801240 -1.193641182 0.526457991 -0.918695239 1.79275607
#> 4 0.01917759 -0.55801513 -0.751723323 1.733578110 -1.584336488 0.34897670
#> 5 0.02956075 1.05253854 1.455841403 1.448657220 -0.084058892 0.25910377
#> 6 0.54982754 0.67768364 -0.828603533 1.518193149 -2.085070889 -0.80595190
#> 7 -2.27411486 0.03849955 0.289774460 -0.384007254 0.003567992 0.10566470
#> 8 2.68255718 -0.35638119 -0.480053484 1.827125177 -0.355770822 -0.33359968
#> 9 -0.36122126 0.78284410 -0.604829354 -0.551491750 1.146359751 1.64184797
#> 10 0.21335575 0.80441162 1.460110180 -0.865753541 -0.221188446 -0.64390586
#> 11 1.07434588 -1.90006082 0.149679354 -0.343831481 1.018179021 0.58702056
#> 12 -0.66508825 0.93578429 -1.433321100 1.062876458 -0.263719295 -0.15040309
#> 13 1.11395242 -0.30905150 -0.010303319 0.813058204 1.658542305 -1.71082185
#> 14 -0.24589641 0.26306668 -0.212236035 1.803483361 -0.774086771 1.43103256
#> 15 -1.17756331 -1.79059186 -0.906340179 -0.105068694 -0.923937880 -2.64521227
#> 16 -0.97585062 -0.78825884 -2.102152479 0.982453362 -0.275533378 -1.03245741
#> 17 1.06505732 -1.13302167 1.893360464 -1.713302622 -0.593399688 -0.70746643
#> 18 0.13167063 0.36365257 -0.968125837 -0.832019527 -0.122285891 -0.70056001
#> 19 0.48862881 -0.28588791 -0.102603036 1.100491882 1.179784246 0.53788544
#> 20 -1.69945057 0.51766913 0.239959572 -0.173820106 0.641037374 -0.31633217
#> 21 -1.47073631 -0.10290867 0.060898893 0.178812018 -0.629588508 -0.83962275
#> 22 0.28415034 -0.97406959 -2.177576028 -0.698429449 -0.807734971 -1.35492806
#> 23 1.33732041 1.27067230 -0.117860143 -0.960449159 -0.860489929 -0.81756827
#> 24 0.23669628 0.96086479 0.112294787 -0.975423042 -2.169238693 -0.63440000
#> 25 1.31829338 0.76872137 0.007886198 -0.338576503 -1.375836518 0.81594943
#> 26 0.52390979 1.03593077 1.877743872 1.152347074 -0.493132472 0.30279571
#> 27 0.60674805 -0.47388707 2.158756554 0.405101183 -0.581652027 1.80708662
#> 28 -0.10993567 -1.27533487 0.709714522 -0.470922497 -0.167229304 -0.89402676
#> 29 0.17218172 -0.30562067 0.766983379 -0.133251019 0.485993129 -0.04642821
#> 30 -0.09032729 2.21176949 -0.308211421 1.226682356 -1.333395796 -0.47117914
#> 31 1.92434334 -1.04166838 1.012001849 0.332943995 -0.261965625 -0.52669263
#> 32 1.29839276 -1.14652385 -0.919051597 -0.347088466 0.652386303 -0.09513491
#> 33 0.74879127 -1.67532730 0.563380077 -0.098550690 0.748854971 -2.49536481
#> 34 0.55622433 1.52593866 0.322482749 0.034766060 0.896560285 0.16688922
#> 35 -0.54825726 0.55418551 0.366674363 0.386127022 1.489300424 0.35049238
#> 36 1.11053489 1.99311026 1.129835153 0.020831228 -0.659403481 1.43370101
#> 37 -2.61233433 -0.15412074 -0.941498076 0.007586777 0.537283179 0.76590680
#> 38 -0.15569378 2.56440834 0.217837643 0.930844030 0.746803067 1.16752067
#> 39 0.43388979 1.06199914 1.415412293 -0.684749941 1.896317084 -0.13694343
#> 40 -0.38195111 1.14269488 -0.383733048 0.337401513 -2.060070725 -0.51490204
#> 41 0.42418757 1.12383884 -0.174086374 -0.412137704 0.064543870 1.51974447
#> 42 1.06310200 -0.39700149 -0.221744517 0.934261130 -0.265147403 -0.32849168
#> 43 1.04871262 -0.82326115 -1.009528722 1.840316741 -0.447344531 -0.05367151
#> 44 -0.03810289 -0.57888462 0.480725266 -0.704819663 -1.410700927 -0.56352463
#> 45 0.48614892 1.76378938 1.604407328 0.008510312 -0.506418882 -0.74390896
#> 46 1.67288261 0.13299215 -1.515024529 2.034189886 -0.269761838 -0.10904165
#> 47 -0.35436116 0.37649933 -1.416023914 -1.341686068 -1.085154918 -0.56082923
#> 48 0.94634789 1.13870765 0.876777327 1.158979182 0.362159127 0.18800155
#> 49 1.31682636 1.24126308 0.624132413 -0.203208958 -0.335672143 0.74885094
#> 50 -0.29664002 0.61209094 2.112277288 -0.378028555 1.363804498 -1.91653832
#> 51 -0.38721358 -0.42938009 -0.356124416 1.736111043 -0.711524136 0.23609585
#> 52 -0.78543266 1.36046133 -1.064464209 -0.845247816 0.662178797 0.62895342
#> 53 -1.05673687 -0.07085743 1.077116538 -0.961571493 0.291130223 0.41792568
#> 54 -0.79554143 -0.27215368 1.181575567 1.017491053 0.197958000 1.97675848
#> 55 -1.75627543 -2.44668003 0.198392095 -1.496053742 -1.203566106 -0.50628630
#> 56 -0.69053790 0.06548664 -0.400405249 -1.184818730 -0.039817044 -1.10996885
#> 57 -0.55854199 -1.09850890 0.616154281 0.630234373 0.686982465 -0.94870572
#> 58 -0.53666333 -0.63317818 1.974156748 2.101252514 0.705267007 0.47684376
#> 59 0.22712713 -2.06365445 1.884662324 -0.613736810 0.991441680 -0.79520156
#> 60 0.97845492 2.64893203 -1.588620547 -1.634638272 1.144248971 0.23432692
#> 61 -0.20888265 -1.15339839 -0.539923164 -0.010441117 -1.238910243 -1.22245110
#> 62 -1.39941046 -0.34063788 -1.169461464 -0.656506139 2.654898333 -2.45364735
#> 63 0.25853729 0.78636258 0.559105989 -0.669533441 -0.156917189 -1.48926081
#> 64 -0.44179945 -1.27051311 -1.819347247 -0.478589028 -0.423490117 -0.43214773
#> 65 0.56859986 0.54214155 0.393343972 1.319456316 -0.198387058 -0.94255401
#> 66 2.12685046 0.07510590 0.042134106 0.636562761 -0.894802407 -0.12145080
#> 67 0.42485844 0.55851442 1.179664177 0.514327782 0.904269119 1.33644680
#> 68 -1.68428153 0.41540640 -0.256921176 -1.751375113 0.079649210 -0.86035618
#> 69 0.24940178 -1.45229977 -1.056336098 0.893597518 -1.258827223 0.66653782
#> 70 1.07283825 0.94120612 0.198777205 0.223038372 1.025685106 -1.42153475
#> 71 2.03936926 -0.33893587 0.650533552 0.580816593 -0.730778603 1.17005617
#> 72 0.44945378 -0.07557425 0.343913337 -0.177821421 -0.190145507 -1.40471454
#> 73 1.39181405 0.04020439 1.477532312 0.740966708 0.528864693 1.10170810
#> 74 0.42656655 0.12430107 0.072025698 -0.997443079 0.550210535 0.69798626
#> 75 0.10758399 -0.99843255 2.126444534 -2.938977561 0.549684337 -0.86434980
#> 76 0.02229473 1.23339006 -1.476196906 0.719015661 -0.659542372 -1.09147035
#> 77 0.60361101 0.34042449 0.407888500 -0.698005041 0.057421706 -0.03705146
#> 78 -0.26265057 -0.47270248 1.393977798 -1.894125843 -2.808010508 0.81005379
#> 79 -0.52826408 0.70875306 0.360278296 0.076299249 -0.912259753 -0.49935541
#> 80 0.19214942 -1.52895871 0.654550251 0.875308501 -0.782379163 0.94803159
#> 81 -1.14619967 0.23742535 1.052155422 0.453827393 -0.664104924 -0.17424596
#> 82 0.84618466 -1.31281425 -1.979555125 -0.850716906 0.626309770 -1.10623595
#> 83 0.08171963 0.74702859 1.208385605 0.566201613 -0.507248206 -0.94598501
#> 84 -1.30511701 -1.56251843 -0.169280084 1.152211954 0.270361335 0.28908959
#> 85 -0.94491206 0.07105336 0.295029753 -0.756197377 0.467476865 0.87691314
#> 86 0.45434159 -0.63953477 1.266340587 -0.489258334 0.723994958 -1.14890394
#> 87 -0.85520250 -0.84519574 -1.135343257 -1.166052337 0.613836939 -1.13761276
#> 88 -0.28689522 0.67524470 -1.131053798 -0.479668950 -0.617869202 -1.43724674
#> 89 0.89496163 1.15337579 0.109993384 0.115348218 0.220724902 -0.49414348
#> 90 0.06730444 -1.68650474 0.852905410 -1.768048407 1.127926598 0.84080181
#> 91 -0.16267634 -0.90281495 -0.234337862 -1.407638919 1.813454336 0.79153412
#> 92 -0.82731017 1.31763370 2.086688567 0.709178461 -0.083825685 -0.16884895
#> 93 1.87650562 1.10018974 -0.110919371 -1.240842940 1.367706666 0.61272210
#> 94 0.76644020 1.20376784 -1.392847056 -0.368327348 -0.627434620 -0.77115892
#> 95 0.97995670 -1.43127078 -1.142290768 0.462080093 -0.216629150 0.88862899
#> 96 1.32178099 1.38291086 1.704608737 -0.322833101 -0.683713824 0.01321448
#> 97 -1.11971083 0.00312594 -0.080073634 -1.287214810 -0.444702734 0.22533951
#> 98 0.51459982 -0.07788682 -0.437281240 -1.030040247 0.606489806 -0.72991521
#> 99 -1.50909984 0.44142823 -0.119215094 1.514089316 0.624183075 -1.22248707
#> 100 1.53274148 0.12892290 0.786462865 0.346903586 -0.695431074 0.40680517
#> treatment
#> 1 Treatment
#> 2 Treatment
#> 3 Control
#> 4 Treatment
#> 5 Treatment
#> 6 Control
#> 7 Treatment
#> 8 Treatment
#> 9 Treatment
#> 10 Control
#> 11 Control
#> 12 Treatment
#> 13 Treatment
#> 14 Treatment
#> 15 Treatment
#> 16 Control
#> 17 Treatment
#> 18 Treatment
#> 19 Control
#> 20 Control
#> 21 Treatment
#> 22 Treatment
#> 23 Control
#> 24 Treatment
#> 25 Treatment
#> 26 Treatment
#> 27 Control
#> 28 Treatment
#> 29 Control
#> 30 Control
#> 31 Treatment
#> 32 Treatment
#> 33 Control
#> 34 Control
#> 35 Control
#> 36 Treatment
#> 37 Treatment
#> 38 Control
#> 39 Treatment
#> 40 Treatment
#> 41 Control
#> 42 Treatment
#> 43 Control
#> 44 Treatment
#> 45 Control
#> 46 Treatment
#> 47 Control
#> 48 Control
#> 49 Treatment
#> 50 Control
#> 51 Treatment
#> 52 Control
#> 53 Control
#> 54 Control
#> 55 Treatment
#> 56 Treatment
#> 57 Control
#> 58 Control
#> 59 Treatment
#> 60 Control
#> 61 Treatment
#> 62 Treatment
#> 63 Treatment
#> 64 Control
#> 65 Treatment
#> 66 Control
#> 67 Treatment
#> 68 Control
#> 69 Control
#> 70 Treatment
#> 71 Control
#> 72 Control
#> 73 Control
#> 74 Treatment
#> 75 Control
#> 76 Treatment
#> 77 Control
#> 78 Treatment
#> 79 Control
#> 80 Treatment
#> 81 Control
#> 82 Control
#> 83 Control
#> 84 Treatment
#> 85 Treatment
#> 86 Control
#> 87 Control
#> 88 Treatment
#> 89 Treatment
#> 90 Control
#> 91 Control
#> 92 Control
#> 93 Treatment
#> 94 Control
#> 95 Treatment
#> 96 Treatment
#> 97 Control
#> 98 Control
#> 99 Treatment
#> 100 Control
exper <- demo_spline(tau = c(2, 1)) |>
mediation_data(starts_with("outcome"), "treatment", "mediator")
exper
#> [Mediation Data]
#> 5000 samples with measurements for,
#> 1 treatment: treatment
#> 1 mediator: mediator
#> 2 outcomes: outcome_1, outcome_2
bind_mediation(exper)
#> mediator outcome_1 outcome_2 treatment
#> 1 -3.0020244463 -0.830234178 -2.093405e-01 0
#> 2 -1.8242330807 -0.799162812 -7.718269e-02 0
#> 3 -0.7959797473 -1.535365754 -1.630646e+00 0
#> 4 -2.0781166000 -0.657603695 1.898924e-01 0
#> 5 -1.2906755461 -0.351635553 7.904931e-01 0
#> 6 -0.0596269387 -0.794965280 -6.338108e-01 0
#> 7 -2.7220921645 -0.588270653 2.895603e-01 0
#> 8 -3.7138281432 -0.400636209 5.250921e-01 0
#> 9 -0.4303933479 -0.981564728 -7.156389e-01 0
#> 10 -0.0278640643 -0.749293171 -5.746803e-01 0
#> 11 -3.9450031482 -0.802569777 -3.155892e-01 0
#> 12 0.5428306196 -0.503270963 -7.919448e-01 0
#> 13 -0.5696696832 -0.101784273 1.084565e+00 0
#> 14 0.0809454090 -0.848862124 -8.815796e-01 0
#> 15 -1.7605296012 0.020549084 1.530930e+00 0
#> 16 -3.3605706672 -1.761475411 -2.078831e+00 0
#> 17 -2.2297020086 -0.439086049 6.111844e-01 0
#> 18 -1.1922550135 -0.051726197 1.367181e+00 0
#> 19 -0.6736903644 -0.605711951 1.446350e-01 0
#> 20 3.4616467194 1.242956638 -5.108305e-01 0
#> 21 -5.8599134841 -0.720852376 -9.622977e-01 0
#> 22 -0.6582508449 -0.121743210 1.086396e+00 0
#> 23 -2.2150566495 -0.426303987 6.369226e-01 0
#> 24 -2.7937230272 -0.443824948 5.669621e-01 0
#> 25 -1.6002836021 -0.163116455 1.173174e+00 0
#> 26 -0.6661143060 -0.637646447 7.885879e-02 0
#> 27 -2.7651750840 -0.913939911 -3.519192e-01 0
#> 28 0.8002933469 0.158138963 1.200138e-01 0
#> 29 -1.9709518149 -0.540749534 4.234826e-01 0
#> 30 -4.7862147726 -0.585346493 -1.726802e-01 0
#> 31 -4.5067642919 -0.309452020 4.765335e-01 0
#> 32 -5.6011696944 -0.754645112 -8.891213e-01 0
#> 33 -3.0063964587 -0.412348877 6.090472e-01 0
#> 34 -1.7682839169 -0.167176168 1.162880e+00 0
#> 35 0.5115656930 0.041514878 3.200129e-01 0
#> 36 2.8343735969 0.883076352 -1.066190e+00 0
#> 37 3.1451130791 1.151340099 -6.668457e-01 0
#> 38 -3.5408467813 -0.878554356 -3.781344e-01 0
#> 39 -1.4023711290 -0.810761138 -1.010410e-01 0
#> 40 -3.0437772563 -0.455584627 5.203914e-01 0
#> 41 -3.0704701369 -0.546058838 3.402000e-01 0
#> 42 -2.9532060616 -0.859858584 -2.625050e-01 0
#> 43 -0.1362439358 -1.292501717 -1.539621e+00 0
#> 44 -1.9596865743 -0.953397005 -3.846163e-01 0
#> 45 -4.5212034486 -1.171631356 -1.218166e+00 0
#> 46 -2.6674553742 -0.377032670 7.074902e-01 0
#> 47 -5.5458369089 0.250301577 1.108919e+00 0
#> 48 -0.6929906477 -1.204088290 -1.019894e+00 0
#> 49 -0.3999689017 -0.637385518 -5.994574e-02 0
#> 50 -1.4432857564 -0.634336973 2.466084e-01 0
#> 51 0.2863300400 -0.961510640 -1.343454e+00 0
#> 52 -2.2531109915 -1.011789052 -5.121361e-01 0
#> 53 -0.2882303836 -0.285057424 5.549854e-01 0
#> 54 -1.5097494514 -0.392231612 7.231419e-01 0
#> 55 -2.5415927456 0.088654807 1.628396e+00 0
#> 56 -2.7780371958 0.142332109 1.716797e+00 0
#> 57 -2.7717882748 -1.475550604 -1.452910e+00 0
#> 58 -1.2868260493 -0.576508302 3.495011e-01 0
#> 59 0.8538284962 0.718857573 1.135704e+00 0
#> 60 -0.6052176932 -0.718833072 -1.074205e-01 0
#> 61 3.0459095324 2.052324105 1.128214e+00 0
#> 62 -1.2278835880 -0.624735416 2.488031e-01 0
#> 63 -5.4980782670 -0.151597510 3.460375e-01 0
#> 64 -2.3410017404 -0.584781470 3.201901e-01 0
#> 65 -2.2568147904 -0.710547341 7.796191e-02 0
#> 66 0.9415495771 -0.321200082 -1.039934e+00 0
#> 67 -4.5820605833 -0.284080155 4.983217e-01 0
#> 68 -2.1206202443 -0.459486849 5.762205e-01 0
#> 69 -1.5402163685 -0.698551678 1.234984e-01 0
#> 70 -6.2804006729 0.288362280 7.754303e-01 0
#> 71 0.2797307182 -0.129699790 2.947635e-01 0
#> 72 -4.4656266494 -0.287880177 5.336289e-01 0
#> 73 -0.6084993034 -0.014198384 1.274830e+00 0
#> 74 1.2395517117 0.388960700 -1.235848e-01 0
#> 75 -1.5402200535 -0.462771549 5.855048e-01 0
#> 76 -1.7184351749 -1.578493441 -1.601388e+00 0
#> 77 -0.9706765102 -0.630508240 1.926077e-01 0
#> 78 -0.8923034723 -0.589181181 2.532541e-01 0
#> 79 -1.8667769650 -0.280840070 9.369574e-01 0
#> 80 -0.3807006557 -0.788732025 -3.687575e-01 0
#> 81 -1.8731076840 -0.675389002 1.636103e-01 0
#> 82 -3.1245507433 0.143129838 1.684498e+00 0
#> 83 -4.7811633448 -1.332644799 -1.634915e+00 0
#> 84 -0.4841550444 -0.787288198 -3.037136e-01 0
#> 85 2.0086739218 1.565153133 1.042151e+00 0
#> 86 -0.3151995962 -1.439577176 -1.688076e+00 0
#> 87 0.5334265764 -0.879427018 -1.515584e+00 0
#> 88 -1.2567588285 -1.154564831 -7.861814e-01 0
#> 89 -3.6561345293 -0.657862210 3.273547e-02 0
#> 90 -3.7871314391 -0.869872705 -4.100824e-01 0
#> 91 -2.5592873545 -1.282586765 -1.059639e+00 0
#> 92 -2.8625463117 -0.424185216 5.995970e-01 0
#> 93 -1.9048951175 -1.365433048 -1.189747e+00 0
#> 94 1.8689914410 0.718026324 -4.324349e-01 0
#> 95 -3.5675464730 -1.636220248 -1.867559e+00 0
#> 96 -1.8119533466 -0.984105533 -4.391720e-01 0
#> 97 -1.5928012746 -1.229045633 -9.155108e-01 0
#> 98 -3.4072574530 -1.190626941 -9.673868e-01 0
#> 99 -0.6674784042 -0.371623379 6.007049e-01 0
#> 100 -1.2719407819 -0.474980599 5.470043e-01 0
#> 101 -1.3721624939 -0.243506382 1.008707e+00 0
#> 102 -3.3386644765 -0.163794848 1.055021e+00 0
#> 103 0.3026705801 -0.480351950 -4.213317e-01 0
#> 104 -3.0954565949 -1.330252523 -1.199211e+00 0
#> 105 -0.1635575926 -0.319328056 3.905463e-01 0
#> 106 -1.1895714087 -0.103283344 1.265802e+00 0
#> 107 -1.2426238164 -0.749802077 5.415233e-03 0
#> 108 -4.5661309064 -0.695693077 -3.022328e-01 0
#> 109 -1.0952786530 -0.542057452 3.915640e-01 0
#> 110 -2.9350773051 -0.913554092 -3.659715e-01 0
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#> 1815 -2.4949082541 -0.916405372 -3.381515e-01 0
#> 1816 -1.2540320522 -0.545253296 4.074636e-01 0
#> 1817 -3.4881876829 -0.416042681 5.372577e-01 0
#> 1818 -0.5281242816 -1.383292359 -1.447712e+00 0
#> 1819 -2.6020835152 -1.608320946 -1.700692e+00 0
#> 1820 -1.1667983563 -0.938359373 -3.736453e-01 0
#> 1821 -1.3088701620 -1.653239760 -1.758354e+00 0
#> 1822 0.3747234739 -0.331762926 -2.238258e-01 0
#> 1823 -3.0571844877 -0.594505902 2.467272e-01 0
#> 1824 -2.1920299268 -1.681472525 -1.821480e+00 0
#> 1825 -1.2081441062 -0.245474547 9.895723e-01 0
#> 1826 -2.8587565535 -1.153276402 -8.287087e-01 0
#> 1827 -2.7273965063 -0.232299102 9.866769e-01 0
#> 1828 2.9058702941 1.673260950 4.444621e-01 0
#> 1829 -2.1575450628 -0.919832009 -3.274783e-01 0
#> 1830 2.0035537004 1.386971216 6.995544e-01 0
#> 1831 -3.4433034748 -0.976728407 -5.539819e-01 0
#> 1832 -4.8790937888 -1.770354711 -2.533672e+00 0
#> 1833 -4.4627723555 -1.801406656 -2.431078e+00 0
#> 1834 3.3537895664 2.065941216 1.097358e+00 0
#> 1835 -1.9569200393 -0.242552796 1.008385e+00 0
#> 1836 0.7265670425 0.010369925 -5.672418e-02 0
#> 1837 -2.3741277037 -0.235804755 1.002266e+00 0
#> 1838 1.0297692195 -1.052109727 -2.612086e+00 0
#> 1839 1.3731954630 1.118409473 1.093333e+00 0
#> 1840 -3.3373286450 -0.385399449 6.209864e-01 0
#> 1841 -5.3292050243 -0.650105322 -5.459069e-01 0
#> 1842 -1.2700609371 -0.992057834 -4.663857e-01 0
#> 1843 1.5206962427 1.041049874 7.113725e-01 0
#> 1844 -1.5181052254 -0.835230492 -1.447218e-01 0
#> 1845 -1.7717134882 0.328760415 2.134564e+00 0
#> 1846 -2.1725013369 -0.981379554 -4.487619e-01 0
#> 1847 -0.7844069460 -0.960653904 -5.084811e-01 0
#> 1848 -0.8190028391 -0.758152978 -1.000627e-01 0
#> 1849 4.6944614086 0.863905344 -2.053267e-01 0
#> 1850 -0.1452945174 -1.083135220 -1.121587e+00 0
#> 1851 -0.7280100712 -0.401082928 5.674090e-01 0
#> 1852 -3.1776852631 -1.197918585 -9.496567e-01 0
#> 1853 -2.5600551800 -0.980446407 -4.676502e-01 0
#> 1854 -6.0863641678 0.282140610 8.757202e-01 0
#> 1855 2.2105272845 1.447792357 5.702157e-01 0
#> 1856 -2.7494299283 -0.864227529 -2.532709e-01 0
#> 1857 -1.1482548366 -1.864461109 -2.191040e+00 0
#> 1858 -4.2315777055 -0.390386842 4.110735e-01 0
#> 1859 -4.1910369473 -1.607351011 -1.961061e+00 0
#> 1860 0.3945305417 -0.904723551 -1.372926e+00 0
#> 1861 -1.7314793411 -0.084515881 1.325756e+00 0
#> 1862 -2.3588089870 -0.913800107 -3.254427e-01 0
#> 1863 -1.3407360475 0.047875882 1.577496e+00 0
#> 1864 0.5129279886 -0.230731474 -2.153741e-01 0
#> 1865 2.0090374946 1.243049310 4.105313e-01 0
#> 1866 -1.7387226229 -0.710057743 9.985630e-02 0
#> 1867 1.7879972504 1.746978409 1.697079e+00 0
#> 1868 -4.1219955292 -1.197178103 -1.136842e+00 0
#> 1869 -0.7745971516 0.374391439 2.104081e+00 0
#> 1870 1.2393309814 0.088352927 -7.122671e-01 0
#> 1871 -2.1970248004 -0.842691879 -1.781379e-01 0
#> 1872 -2.5909413039 -0.799957940 -1.159845e-01 0
#> 1873 -1.5410393566 -0.365796928 7.755371e-01 0
#> 1874 -2.1776997781 -0.744297974 1.555615e-02 0
#> 1875 -1.1288158004 -0.279057532 9.125125e-01 0
#> 1876 -0.8082746855 -1.527478583 -1.611065e+00 0
#> 1877 -3.0866647489 -0.619089586 1.952920e-01 0
#> 1878 -2.9972632234 -0.975395861 -4.932941e-01 0
#> 1879 -5.1933332876 -1.254586528 -1.664759e+00 0
#> 1880 -4.6136488308 -0.625893213 -1.834695e-01 0
#> 1881 -1.4952901184 -0.460088062 5.898175e-01 0
#> 1882 1.4404125682 1.087351667 9.268010e-01 0
#> 1883 -3.0549689897 -1.058978904 -6.631571e-01 0
#> 1884 -0.0907731339 0.091134576 1.131273e+00 0
#> 1885 -0.1067872041 -1.213951626 -1.411588e+00 0
#> 1886 0.3639458577 -0.156153083 1.345257e-01 0
#> 1887 3.7323573758 0.703193093 -1.498023e+00 0
#> 1888 -4.4549845503 -1.338683553 -1.521614e+00 0
#> 1889 -1.3506455428 -0.697494117 1.176786e-01 0
#> 1890 -2.7815403494 -0.120321540 1.201851e+00 0
#> 1891 -1.2701490699 -1.162563114 -8.004785e-01 0
#> 1892 -0.0059574005 -0.753994961 -6.054335e-01 0
#> 1893 -3.7369585127 -0.654680439 2.244725e-02 0
#> 1894 -0.8179903629 -0.523136833 3.601171e-01 0
#> 1895 -1.2499376270 -1.191251073 -8.587948e-01 0
#> 1896 -0.8772605583 -0.717110602 -1.721613e-03 0
#> 1897 -0.6471123925 -0.387342357 5.611199e-01 0
#> 1898 -4.0391586359 -1.534280803 -1.774091e+00 0
#> 1899 0.2396221040 -0.414294044 -2.131890e-01 0
#> 1900 -1.5471492607 -1.239868388 -9.371000e-01 0
#> 1901 -0.2078634799 -1.324382263 -1.542622e+00 0
#> 1902 0.9653459990 0.039339758 -3.710911e-01 0
#> 1903 -4.0608210860 -1.447300736 -1.609610e+00 0
#> 1904 -1.8521723390 -0.584825052 3.418386e-01 0
#> 1905 0.7978246430 -0.475389908 -1.117566e+00 0
#> 1906 -1.2871811509 -0.551266964 3.989943e-01 0
#> 1907 0.6051987167 -0.359123526 -5.997607e-01 0
#> 1908 -1.3729826635 -0.269691922 9.574490e-01 0
#> 1909 0.0205773353 -0.249808979 3.557562e-01 0
#> 1910 -2.6667824677 -0.417375114 6.284879e-01 0
#> 1911 -3.1663539416 -0.575749357 2.708655e-01 0
#> 1912 -3.4105585157 -0.266128266 8.436337e-01 0
#> 1913 -0.5636050888 -0.712847537 -1.158136e-01 0
#> 1914 1.4787231968 1.509480384 1.694216e+00 0
#> 1915 0.1912756053 -0.347270861 -2.370580e-02 0
#> 1916 -1.6806607175 -0.492460033 5.273159e-01 0
#> 1917 -3.0219481849 -0.500292078 4.351059e-01 0
#> 1918 -2.3454069703 -0.845476547 -1.908648e-01 0
#> 1919 -3.7339811015 -1.766108468 -2.154744e+00 0
#> 1920 -4.2464108732 -0.830257380 -4.554925e-01 0
#> 1921 -2.4292544038 -0.591665086 3.019595e-01 0
#> 1922 -3.0039647387 -1.411031900 -1.347601e+00 0
#> 1923 -2.3159490862 -0.882371313 -2.616497e-01 0
#> 1924 -1.1456348613 -0.563710940 3.573570e-01 0
#> 1925 0.4986526888 0.172995904 5.958472e-01 0
#> 1926 -1.2674614873 -1.138852581 -7.542887e-01 0
#> 1927 -5.1701306293 -0.784910415 -7.334835e-01 0
#> 1928 -2.0973913648 -0.642955014 2.177488e-01 0
#> 1929 -0.8706945594 -0.664311630 9.981840e-02 0
#> 1930 -3.6649323206 -1.393086127 -1.409662e+00 0
#> 1931 -1.0564139726 -0.111258909 1.228542e+00 0
#> 1932 -1.5997026067 -0.632566142 2.532959e-01 0
#> 1933 0.7150697381 0.501735288 9.235091e-01 0
#> 1934 -3.4867212372 -1.633585023 -1.848245e+00 0
#> 1935 2.3496869487 1.467588215 4.612443e-01 0
#> 1936 -2.6135248078 -0.497773510 4.746375e-01 0
#> 1937 -0.8410506752 -1.235036319 -1.027484e+00 0
#> 1938 2.0165727015 0.644857066 -7.712112e-01 0
#> 1939 1.0478195807 0.450727474 3.039280e-01 0
#> 1940 -2.6677703899 -0.266951476 9.231696e-01 0
#> 1941 -2.1553847570 -0.530315575 4.358694e-01 0
#> 1942 -1.2095174769 -0.890137295 -2.734602e-01 0
#> 1943 -1.0717977247 -0.503028001 4.638013e-01 0
#> 1944 -1.4768906616 -0.433523342 6.413301e-01 0
#> 1945 0.9393981683 0.307332746 1.950597e-01 0
#> 1946 -3.5612872817 -1.395479615 -1.394698e+00 0
#> 1947 0.0294699494 -0.020424044 7.961048e-01 0
#> 1948 -2.5299652078 -1.435570402 -1.357571e+00 0
#> 1949 1.9819739439 1.462500344 8.753612e-01 0
#> 1950 0.5116904824 -0.829435851 -1.386774e+00 0
#> 1951 -3.7147058901 -0.789003777 -2.360886e-01 0
#> 1952 -2.7557655792 -1.231952398 -9.743159e-01 0
#> 1953 -4.4590038950 -1.088649294 -1.033104e+00 0
#> 1954 -1.1913136548 -1.105826496 -6.984309e-01 0
#> 1955 -6.0989688180 -0.027024103 2.627005e-01 0
#> 1956 -2.3774553680 -0.483517100 5.167017e-01 0
#> 1957 -2.7993612133 -0.602518519 2.555425e-01 0
#> 1958 -0.6519181053 -0.709501063 -6.804474e-02 0
#> 1959 -1.4059005448 -0.138448434 1.216531e+00 0
#> 1960 -4.0700881329 -1.144986892 -1.019809e+00 0
#> 1961 -1.4089352841 -0.360075650 7.824155e-01 0
#> 1962 -4.3988594002 -0.703472390 -2.573167e-01 0
#> 1963 -4.7674088055 -1.004516946 -9.863113e-01 0
#> 1964 -2.5345699231 0.314596099 2.071560e+00 0
#> 1965 -3.4823028596 -0.722278777 -6.181557e-02 0
#> 1966 -2.9569700900 -0.455637849 5.291899e-01 0
#> 1967 -0.5960967329 -0.900630714 -4.679511e-01 0
#> 1968 0.2743626697 -0.606498384 -6.327870e-01 0
#> 1969 1.0291468026 -0.169115499 -8.808859e-01 0
#> 1970 -4.0828387817 -1.040316230 -8.182840e-01 0
#> 1971 -1.1349793871 -0.709267120 7.049945e-02 0
#> 1972 -1.6796193497 -0.586353776 3.433474e-01 0
#> 1973 -1.7252585511 -0.878911483 -2.307119e-01 0
#> 1974 -1.1743973244 -0.921608890 -3.397530e-01 0
#> 1975 -0.3882779882 -0.596606526 1.256343e-02 0
#> 1976 0.2067893602 -1.273259493 -1.856607e+00 0
#> 1977 -1.8897987225 -0.980970473 -4.358078e-01 0
#> 1978 -1.5868238176 0.519419382 2.510548e+00 0
#> 1979 -2.5588766314 -1.612481951 -1.706036e+00 0
#> 1980 -2.6970211976 0.155636642 1.749103e+00 0
#> 1981 -1.2014046370 -0.490800941 5.080091e-01 0
#> 1982 1.0116418326 1.053128644 1.541935e+00 0
#> 1983 -1.9687390565 -1.466985267 -1.391364e+00 0
#> 1984 1.3446805518 0.771177759 4.580476e-01 0
#> 1985 -0.9157449152 -0.623580205 1.922918e-01 0
#> 1986 -2.9737735018 0.163269405 1.740267e+00 0
#> 1987 -1.7599931032 -0.904195636 -2.810748e-01 0
#> 1988 2.9017713050 1.297047973 -2.906948e-01 0
#> 1989 1.7261625718 0.768073444 -1.320543e-01 0
#> 1990 -2.0349991667 0.287454826 2.043590e+00 0
#> 1991 -1.2447936639 -0.360588466 7.683111e-01 0
#> 1992 -2.2417854727 -1.160414749 -8.028208e-01 0
#> 1993 -2.4048045616 0.698025301 2.830433e+00 0
#> 1994 0.8949564959 -0.184303555 -6.983430e-01 0
#> 1995 0.4226793920 -0.466553939 -5.523123e-01 0
#> 1996 0.6984891033 0.668256763 1.274824e+00 0
#> 1997 -1.3929309153 -0.770759192 -2.318154e-02 0
#> 1998 -1.6421651135 -0.536299457 4.418160e-01 0
#> 1999 -2.0304252443 -0.101681839 1.281282e+00 0
#> 2000 -3.6749455745 -0.975671623 -5.937455e-01 0
#> 2001 -1.2740093188 -0.838263511 -1.646363e-01 0
#> 2002 -2.2375232166 -0.392588735 7.019225e-01 0
#> 2003 -5.1276368440 -1.061940227 -1.256451e+00 0
#> 2004 -2.9559887352 -1.283495704 -1.092885e+00 0
#> 2005 -2.1466869120 0.157156732 1.783351e+00 0
#> 2006 -1.2636438790 -0.749835696 7.592978e-03 0
#> 2007 -0.4545576423 -1.274089414 -1.274505e+00 0
#> 2008 -2.2894240874 -0.257073513 9.649376e-01 0
#> 2009 -2.9765247221 -0.999672676 -5.387685e-01 0
#> 2010 1.1394002059 0.385869141 3.051354e-02 0
#> 2011 -2.5954349440 -0.480167516 5.103423e-01 0
#> 2012 2.7330614857 1.788559012 7.700209e-01 0
#> 2013 -1.0222206332 -1.842913728 -2.171516e+00 0
#> 2014 -2.5319387474 -0.177595847 1.107283e+00 0
#> 2015 0.8175043609 0.204743325 1.847353e-01 0
#> 2016 -2.7687156235 -0.797060199 -1.231771e-01 0
#> 2017 0.2254216531 -0.311881751 4.770047e-03 0
#> 2018 -4.8631460521 -0.634177780 -3.005634e-01 0
#> 2019 -4.7735842379 -1.681799316 -2.315963e+00 0
#> 2020 1.3605803229 1.093336605 1.064141e+00 0
#> 2021 1.5787529903 -0.313407095 -2.031561e+00 0
#> 2022 -1.6544217249 -1.025669968 -5.171943e-01 0
#> 2023 -0.0555351547 -1.088557703 -1.212953e+00 0
#> 2024 0.0240247780 -1.393340600 -1.888499e+00 0
#> 2025 -3.7104334871 -0.093038484 1.128527e+00 0
#> 2026 -4.4223371710 -1.590729789 -2.004013e+00 0
#> 2027 -0.9088762095 -0.544381267 3.456254e-01 0
#> 2028 -0.1829469872 -0.873850555 -6.799536e-01 0
#> 2029 -0.2097145509 0.423190383 1.883184e+00 0
#> 2030 -0.2526930840 -0.903337935 -6.828055e-01 0
#> 2031 3.1316986029 0.552951377 -1.835977e+00 0
#> 2032 -2.2631977535 -0.747391419 5.457090e-03 0
#> 2033 -1.4366236721 -0.202169346 1.093149e+00 0
#> 2034 0.0532508000 -0.270600883 2.810919e-01 0
#> 2035 -5.4660956622 -0.547361049 -4.131097e-01 0
#> 2036 -1.5108934201 -0.945208643 -3.603792e-01 0
#> 2037 -0.0951765746 -0.553938217 -1.287411e-01 0
#> 2038 0.9463280324 0.294660372 1.592844e-01 0
#> 2039 -1.7827949054 -0.313909602 8.749533e-01 0
#> 2040 -2.4907580209 -0.851644600 -2.110073e-01 0
#> 2041 0.1810452517 -0.189569923 2.973559e-01 0
#> 2042 -0.3798997187 -1.322279285 -1.414749e+00 0
#> 2043 0.7740918770 0.355181094 5.464237e-01 0
#> 2044 -0.5523973796 -0.911566922 -5.108388e-01 0
#> 2045 -1.8008807106 -1.080003649 -6.267332e-01 0
#> 2046 2.7779904698 1.652066075 4.738809e-01 0
#> 2047 -1.0640069023 -0.986958545 -4.859164e-01 0
#> 2048 -5.2919383619 -0.498261185 -2.301294e-01 0
#> 2049 -1.7854767855 -0.898600493 -2.708144e-01 0
#> 2050 1.4248514687 0.293411399 -6.045361e-01 0
#> 2051 0.6493142438 -0.041955665 -4.330166e-02 0
#> 2052 -0.1898866569 -0.428790086 1.978009e-01 0
#> 2053 -1.7462673161 -0.660120557 1.975293e-01 0
#> 2054 -3.3594436091 -0.452545401 4.861585e-01 0
#> 2055 1.5331130589 1.317203943 1.233379e+00 0
#> 2056 -1.6535859170 -0.489101359 5.342087e-01 0
#> 2057 -2.2395838710 -0.267748193 9.464466e-01 0
#> 2058 -0.2875346649 -1.079032894 -1.001297e+00 0
#> 2059 1.5534759944 1.019295637 6.184044e-01 0
#> 2060 -1.6630217021 -0.939562968 -3.485553e-01 0
#> 2061 1.3567177005 1.085586480 1.055066e+00 0
#> 2062 0.5271436707 -0.861306376 -1.471131e+00 0
#> 2063 -2.8531556536 -0.410205055 6.278151e-01 0
#> 2064 -1.9731313301 -0.451632504 5.980133e-01 0
#> 2065 -0.4888017693 -0.690905561 -1.122611e-01 0
#> 2066 -6.5555058552 -0.430867551 -7.977716e-01 0
#> 2067 -2.9013373460 -0.703050937 4.966907e-02 0
#> 2068 -1.3167848469 -0.809187313 -1.037839e-01 0
#> 2069 0.2043471692 -0.272384869 1.075039e-01 0
#> 2070 0.7478186436 0.291895252 4.626001e-01 0
#> 2071 0.1557385952 -0.706793483 -6.867202e-01 0
#> 2072 -4.2362256209 -1.001489250 -7.878212e-01 0
#> 2073 -1.1204806460 -1.000868701 -5.032064e-01 0
#> 2074 2.4215118614 1.035283368 -4.557487e-01 0
#> 2075 -3.1120354304 -0.642757785 1.460225e-01 0
#> 2076 -1.0052994640 -0.265569165 9.156163e-01 0
#> 2077 -0.4843435388 -0.102321107 1.038571e+00 0
#> 2078 -2.4916035018 -0.262726962 9.429147e-01 0
#> 2079 -3.3042047356 -0.842527080 -2.700003e-01 0
#> 2080 0.5250650764 -0.698324620 -1.148817e+00 0
#> 2081 1.7730811343 2.035994808 2.284683e+00 0
#> 2082 -3.1510410223 -0.269502743 8.728078e-01 0
#> 2083 -4.1025680101 -0.684620920 -1.269047e-01 0
#> 2084 -2.4680852145 -0.692964150 1.012543e-01 0
#> 2085 -1.8831238820 -0.567374722 3.748819e-01 0
#> 2086 -3.9079826999 -0.410835273 4.612222e-01 0
#> 2087 -4.6091316659 -0.683281318 -2.941914e-01 0
#> 2088 -1.7985794002 0.177263075 1.836926e+00 0
#> 2089 -3.4764979054 -0.141755120 1.076680e+00 0
#> 2090 -4.1010618618 -1.075409442 -8.922167e-01 0
#> 2091 0.0280038421 -0.695523894 -5.252295e-01 0
#> 2092 -3.0284400452 -0.156769614 1.107548e+00 0
#> 2093 0.6196844377 0.430311218 9.258714e-01 0
#> 2094 -0.3511991118 0.092421707 1.338482e+00 0
#> 2095 1.4087096310 0.128652492 -9.020344e-01 0
#> 2096 2.3532130094 1.573075244 6.644098e-01 0
#> 2097 -0.7446137330 -0.950556645 -5.030010e-01 0
#> 2098 -0.5843653665 -0.708378485 -9.685892e-02 0
#> 2099 -2.1289563329 -0.617034045 2.671375e-01 0
#> 2100 -1.8926744488 -1.571993323 -1.594017e+00 0
#> 2101 -0.4355855050 -0.542325287 1.481608e-01 0
#> 2102 -4.0938616306 -0.216026747 7.937766e-01 0
#> 2103 -1.7329197612 -0.634733515 2.475840e-01 0
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#> 2973 1.9122172960 3.158039105 1.370968e+00 1
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#> 2975 3.0768857538 3.718139164 1.463040e+00 1
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#> 2983 0.1547898300 1.388088500 5.002908e-01 1
#> 2984 2.8305367342 3.344513200 8.401508e-01 1
#> 2985 5.9721553660 1.685913587 1.309756e+00 1
#> 2986 0.2964036617 1.413142565 3.779357e-01 1
#> 2987 0.9167645159 1.601751269 -1.518357e-01 1
#> 2988 -0.1819497240 0.751133680 -4.156076e-01 1
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#> 2990 2.3587442503 3.201363859 9.305260e-01 1
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#> 2999 0.8850514036 2.267588539 1.202660e+00 1
#> 3000 3.0143628227 3.189374388 4.488356e-01 1
#> 3001 -1.9216507798 1.014196747 5.534579e-01 1
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#> 3003 -2.6359333010 0.984142892 4.579367e-01 1
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#> 3018 -1.2671391501 0.972464395 4.638020e-01 1
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#> 3020 1.0815315404 1.703683830 -2.136936e-01 1
#> 3021 -1.4339869087 1.570023375 1.646650e+00 1
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#> 3202 1.4383928573 3.089878983 1.934913e+00 1
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#> 3208 2.8742139550 3.676444696 1.466771e+00 1
#> 3209 -5.1083644593 1.615519485 1.079944e+00 1
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#> 3231 -3.5464459361 1.436853972 1.238906e+00 1
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#> 3248 -2.2641453418 2.069030407 2.605173e+00 1
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#> 3254 -0.6323042312 0.966069541 2.875739e-01 1
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#> 3259 -4.4220594264 1.006752583 1.668385e-01 1
#> 3260 3.7511913659 2.728875996 -4.395415e-01 1
#> 3261 1.5080550752 2.978458149 1.608234e+00 1
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#> 3264 3.8297206367 3.895750030 1.885621e+00 1
#> 3265 -1.0448386008 1.717665704 1.891048e+00 1
#> 3266 -0.7275573315 1.102540579 5.945957e-01 1
#> 3267 -1.1138740895 1.555358490 1.585621e+00 1
#> 3268 1.1515835395 2.449702529 1.136102e+00 1
#> 3269 0.1334969534 1.498231613 7.403999e-01 1
#> 3270 0.2568634281 1.677275279 9.450315e-01 1
#> 3271 1.1896735360 3.560709208 3.252160e+00 1
#> 3272 -0.6729871656 1.359159559 1.075506e+00 1
#> 3273 2.6004440135 3.590187840 1.477061e+00 1
#> 3274 4.2895613557 2.821090536 1.621883e-01 1
#> 3275 -1.6766385159 1.492535037 1.497969e+00 1
#> 3276 5.6351670578 2.527498217 2.072708e+00 1
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#> 3280 5.1952602136 2.354323500 7.212929e-01 1
#> 3281 3.5753123581 3.628647969 1.263998e+00 1
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#> 3554 1.3880924575 2.676843442 1.204589e+00 1
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#> 3559 5.0637386239 2.768479486 1.265180e+00 1
#> 3560 4.1373760776 2.639062393 -3.504707e-01 1
#> 3561 0.0518336926 1.013509619 -1.201857e-01 1
#> 3562 0.9734176686 2.345208580 1.215467e+00 1
#> 3563 0.8028184902 1.571275267 -3.383036e-02 1
#> 3564 1.0734961991 2.504954326 1.369213e+00 1
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#> 3566 -4.5090996691 1.941866966 1.968137e+00 1
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#> 3568 1.2129665634 2.083302960 3.199642e-01 1
#> 3569 4.1219143937 2.788690269 -7.152157e-02 1
#> 3570 3.0291465215 3.684531236 1.413543e+00 1
#> 3571 2.6289371443 3.097966584 4.906166e-01 1
#> 3572 1.1493572298 2.307898836 8.618024e-01 1
#> 3573 1.4948506288 3.602723179 2.851899e+00 1
#> 3574 2.6774998760 4.113868464 2.445577e+00 1
#> 3575 1.8506343159 3.824882167 2.761758e+00 1
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#> 3860 -2.4515962661 0.164000882 -1.137550e+00 1
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#> 3871 3.1507279792 3.609654913 1.229847e+00 1
#> 3872 1.4192148315 1.716305575 -7.265203e-01 1
#> 3873 0.2890865275 1.287289605 1.405882e-01 1
#> 3874 0.5427023237 0.865652097 -1.028344e+00 1
#> 3875 -1.7540737324 1.502428775 1.515849e+00 1
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#> 4172 3.8182350131 3.457780409 1.021294e+00 1
#> 4173 -1.5210089877 1.272175593 1.065798e+00 1
#> 4174 1.7284132096 2.653379467 6.399300e-01 1
#> 4175 1.1762436169 2.506905881 1.208737e+00 1
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#> 4178 1.3746415687 1.954074975 -1.904401e-01 1
#> 4179 0.5343448600 1.210357260 -3.409629e-01 1
#> 4180 5.4919596069 3.185376418 3.013412e+00 1
#> 4181 -1.0030191437 1.383543256 1.227557e+00 1
#> 4182 2.5569759209 3.748460745 1.822100e+00 1
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#> 4185 -0.6094745863 0.787583877 -7.259946e-02 1
#> 4186 1.3036526401 3.136508387 2.239040e+00 1
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#> 4188 3.3202249757 2.836414766 -3.105922e-01 1
#> 4189 4.9157606795 2.267615400 3.213428e-03 1
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#> 4218 1.8058565868 2.983198892 1.175151e+00 1
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#> 4249 1.4491532251 2.370109658 5.077161e-01 1
#> 4250 1.9894979258 3.470240834 1.880793e+00 1
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#> 4283 5.3802049663 3.035157553 2.459631e+00 1
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#> 4285 1.0926845459 2.828882193 1.973291e+00 1
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#> 4310 1.7707800315 3.057816742 1.371258e+00 1
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#> 4326 1.0434175739 2.503145499 1.413658e+00 1
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#> 4366 -3.2804291616 0.364941550 -8.196394e-01 1
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#> 4370 2.9263454424 3.453145311 1.003286e+00 1
#> 4371 0.3594492322 1.461556115 3.913547e-01 1
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#> 4373 0.4764012853 1.769237789 8.358214e-01 1
#> 4374 1.2349176359 1.464682966 -9.272870e-01 1
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#> 4392 1.4891964831 3.483833646 2.627702e+00 1
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#> 4398 -3.3740736307 0.846793519 1.110332e-01 1
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#> 4400 0.8808129734 3.024693516 2.692830e+00 1
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#> 4402 -0.4553836698 0.822050564 -8.563946e-02 1
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#> 4404 -0.0837884261 0.935377496 -1.397814e-01 1
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#> 4413 -1.6772059575 1.424152284 1.363966e+00 1
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#> 4425 1.3395563876 1.937371994 -1.676571e-01 1
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#> 4439 -1.8897242106 1.508913709 1.524113e+00 1
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#> 4449 0.5968005020 1.081585427 -6.834081e-01 1
#> 4450 3.1014626652 4.754743409 3.486747e+00 1
#> 4451 1.0231713670 2.527273459 1.493188e+00 1
#> 4452 1.5679830532 2.468169474 5.163241e-01 1
#> 4453 0.9765472000 2.190298064 9.069626e-01 1
#> 4454 1.0025345571 1.983295432 4.600972e-01 1
#> 4455 -3.3001147390 0.778831511 -1.136542e-02 1
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#> 4458 -0.0909367023 1.674162348 1.314373e+00 1
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#> 4460 1.9734565689 3.646225158 2.246437e+00 1
#> 4461 5.1189889650 2.896344168 1.626102e+00 1
#> 4462 1.6021610391 2.923243790 1.356135e+00 1
#> 4463 2.8486858938 3.378133564 8.959154e-01 1
#> 4464 -1.2872626077 0.780756777 9.011594e-02 1
#> 4465 3.8315091417 3.254046134 6.291854e-01 1
#> 4466 -1.6838530549 0.739116542 2.156047e-02 1
#> 4467 1.5786696131 2.623970349 8.053381e-01 1
#> 4468 2.0746905731 3.427122978 1.689056e+00 1
#> 4469 0.1775033901 0.579424106 -1.110625e+00 1
#> 4470 -0.3596816364 1.427760273 1.041735e+00 1
#> 4471 -0.5824397617 1.565073256 1.438032e+00 1
#> 4472 3.4018529372 2.596079741 -7.824518e-01 1
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#> 4771 1.8266438976 4.031327468 3.199702e+00 1
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#> 4777 3.2094687937 3.216068900 4.463430e-01 1
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#> 4784 0.7067823626 1.412197788 -1.988987e-01 1
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#> 4822 -2.9497977288 1.019920593 5.022562e-01 1
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#> 4824 2.0795331541 2.932037952 7.130179e-01 1
#> 4825 1.3234593846 2.582918441 1.122816e+00 1
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#> 4841 2.3993212584 3.848950450 2.159740e+00 1
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#> 4843 0.5441790888 1.408530218 3.330153e-02 1
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#> 4851 -1.5836527800 0.901344231 3.399468e-01 1
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#> 4871 1.9968403725 2.185041076 -6.469894e-01 1
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#> 4888 2.0882734488 3.721392496 2.249086e+00 1
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#> 4902 -1.0678208165 1.143839107 7.711001e-01 1
#> 4903 3.5423979090 3.209549160 4.357163e-01 1
#> 4904 1.5025709196 2.408593365 5.000740e-01 1
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#> 4909 -0.4116846170 1.390179372 1.001365e+00 1
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#> 4912 -0.4326521785 1.002653558 2.547967e-01 1
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#> 4922 3.7738039203 3.334203372 7.569504e-01 1
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#> 4924 -3.6500392117 0.889573416 1.471430e-01 1
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#> 4927 4.9497279746 2.798329560 1.105559e+00 1
#> 4928 1.1568548592 1.850045884 -4.734692e-02 1
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#> 4931 -0.4052478051 1.381197103 9.797691e-01 1
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#> 4936 -0.6564330442 0.732966136 -1.585618e-01 1
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#> 4950 0.2059199021 0.823614608 -6.657450e-01 1
#> 4951 2.4162048137 2.878582575 2.422127e-01 1
#> 4952 1.8496184901 2.568463943 3.012401e-01 1
#> 4953 2.6232364753 4.045066271 2.350771e+00 1
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#> 4962 4.9976255546 2.419770847 4.538123e-01 1
#> 4963 1.5951939370 2.417764468 3.762016e-01 1
#> 4964 2.5041677037 3.727985598 1.826676e+00 1
#> 4965 1.5114358735 2.764953468 1.184653e+00 1
#> 4966 -1.2693200766 1.649708560 1.791068e+00 1
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#> 4968 2.6660534699 3.010298276 2.913658e-01 1
#> 4969 2.0529678931 3.944701909 2.730063e+00 1
#> 4970 2.6799551125 3.428160394 1.100200e+00 1
#> 4971 3.4956903920 3.241113000 4.897021e-01 1
#> 4972 4.1033896018 3.060628126 4.446645e-01 1
#> 4973 3.0467090978 3.597165298 1.236060e+00 1
#> 4974 3.5693661284 4.011639018 2.013091e+00 1
#> 4975 3.5509440895 3.200423244 4.195472e-01 1
#> 4976 0.1948296989 1.735078825 1.133449e+00 1
#> 4977 0.7232260293 1.747545378 4.333418e-01 1
#> 4978 0.8131776530 2.784807531 2.328055e+00 1
#> 4979 1.7832484373 3.446052196 2.114182e+00 1
#> 4980 2.5597555995 3.445393626 1.225963e+00 1
#> 4981 1.8377990082 3.601402753 2.341691e+00 1
#> 4982 1.2418545037 2.495272748 1.081054e+00 1
#> 4983 1.0921085189 2.416961332 1.167061e+00 1
#> 4984 3.3998144999 3.309868956 6.161360e-01 1
#> 4985 -0.0877487628 1.114898230 2.156048e-01 1
#> 4986 3.7698304626 2.425603995 -1.025298e+00 1
#> 4987 2.1526731964 3.499932646 1.738463e+00 1
#> 4988 0.5605531422 2.076623378 1.318903e+00 1
#> 4989 2.9770940205 3.957081580 1.968104e+00 1
#> 4990 3.7192044647 3.321184261 7.074780e-01 1
#> 4991 5.0509351205 2.339107846 3.986892e-01 1
#> 4992 1.2850791251 3.075974114 2.149987e+00 1
#> 4993 4.0697502540 3.332812206 9.488372e-01 1
#> 4994 3.6607475961 3.210076979 4.681161e-01 1
#> 4995 2.0795775690 3.303433113 1.440705e+00 1
#> 4996 0.7473752159 1.434156411 -2.174457e-01 1
#> 4997 5.8341284854 2.455202022 2.443399e+00 1
#> 4998 2.7525915115 3.368715477 9.346404e-01 1
#> 4999 0.9768539493 1.924632397 3.859099e-01 1
#> 5000 3.5103792951 2.969710075 -3.990597e-02 1