Mask target columns whenever a parameter column fails a threshold test.
Value
An outbreaker_chains data frame with target_* entries set to NA
wherever param_* comparator thresh is FALSE.
Examples
# Mask alpha_i whenever kappa_i > 1
filter_chain(out, param = "kappa", thresh = 1, comparator = "<=", target = "alpha")
#> step post like prior mu pi eps
#> 1 1 -1198.0669 -1199.4211 1.3542405 1.000000e-04 0.9000000 0.5000000
#> 2 50 -576.3898 -578.4358 2.0460062 1.322360e-04 0.9719080 0.6238018
#> 3 100 -579.1822 -580.9235 1.7412833 1.218749e-04 0.9395509 0.5810956
#> 4 150 -572.0877 -574.1242 2.0365168 1.167833e-04 0.9708822 0.6950082
#> 5 200 -583.3893 -585.6191 2.2297802 1.288618e-04 0.9919574 0.5482067
#> 6 250 -567.8580 -569.6462 1.7881335 1.170668e-04 0.9444540 0.7248895
#> 7 300 -566.4512 -568.2525 1.8013304 1.704998e-04 0.9458455 0.7481165
#> 8 350 -563.7586 -565.3230 1.5643868 1.312141e-04 0.9212651 0.7614684
#> 9 400 -557.5109 -559.7785 2.2676010 1.436081e-04 0.9961363 0.6493721
#> 10 450 -563.5941 -564.5937 0.9995615 1.390937e-04 0.8652256 0.7700764
#> 11 500 -565.0457 -566.1477 1.1019635 1.558739e-04 0.8751280 0.5999682
#> 12 550 -561.9828 -563.9209 1.9381669 1.404449e-04 0.9603329 0.6938978
#> 13 600 -565.6069 -567.2712 1.6643514 1.310222e-04 0.9315548 0.6000457
#> 14 650 -556.6977 -558.8274 2.1297272 1.382715e-04 0.9809919 0.6077646
#> 15 700 -557.7766 -559.9856 2.2090201 1.575058e-04 0.9896751 0.6873378
#> 16 750 -565.7941 -567.8327 2.0386560 1.617674e-04 0.9711178 0.3930850
#> 17 800 -561.7862 -563.9624 2.1761874 1.176789e-04 0.9860669 0.6440200
#> 18 850 -564.3786 -566.4426 2.0639922 1.658672e-04 0.9738559 0.6023825
#> 19 900 -558.9838 -561.0022 2.0183410 1.682014e-04 0.9689290 0.7343854
#> 20 950 -558.0111 -560.1083 2.0972195 1.838441e-04 0.9774599 0.7630132
#> 21 1000 -561.2693 -563.2907 2.0213862 1.080416e-04 0.9692504 0.6664153
#> 22 1050 -559.6982 -561.8907 2.1924208 1.381238e-04 0.9878493 0.6449040
#> 23 1100 -564.9862 -567.0950 2.1088056 1.418485e-04 0.9787145 0.4809173
#> 24 1150 -560.3310 -562.4719 2.1408861 1.479401e-04 0.9822100 0.6460192
#> 25 1200 -558.8961 -560.7555 1.8593956 1.507123e-04 0.9519655 0.6383001
#> 26 1250 -566.8623 -568.6224 1.7601117 1.506121e-04 0.9415215 0.8697766
#> 27 1300 -558.7181 -560.8204 2.1023592 1.212294e-04 0.9780115 0.5254232
#> 28 1350 -560.1309 -562.2167 2.0858544 1.692269e-04 0.9762248 0.4872772
#> 29 1400 -562.7538 -564.8890 2.1351645 1.333249e-04 0.9815842 0.6076646
#> 30 1450 -567.8324 -569.9025 2.0700798 1.845506e-04 0.9745169 0.5506007
#> 31 1500 -564.3289 -565.3624 1.0334992 1.692911e-04 0.8684974 0.7611731
#> 32 1550 -562.4094 -564.5418 2.1324643 1.338681e-04 0.9812898 0.6364797
#> 33 1600 -567.8658 -568.8235 0.9576811 1.495004e-04 0.8612098 0.5874215
#> 34 1650 -557.8797 -560.1514 2.2716149 1.474196e-04 0.9965811 0.6736234
#> 35 1700 -564.7053 -566.8026 2.0972807 1.178898e-04 0.9774594 0.5655638
#> 36 1750 -559.7151 -561.7970 2.0818850 1.625116e-04 0.9757936 0.6650516
#> 37 1800 -558.4785 -560.5891 2.1106446 1.646179e-04 0.9789170 0.7590859
#> 38 1850 -562.6813 -564.7065 2.0252230 1.399678e-04 0.9696671 0.4959759
#> 39 1900 -562.2073 -563.7084 1.5010136 1.068543e-04 0.9147983 0.5976126
#> 40 1950 -560.2179 -561.8775 1.6596725 1.754182e-04 0.9310752 0.8261028
#> 41 2000 -558.1249 -560.4233 2.2983786 1.458919e-04 0.9995489 0.7463687
#> 42 2050 -560.9600 -563.2182 2.2581920 1.552668e-04 0.9950967 0.6525279
#> 43 2100 -560.9670 -562.8308 1.8637999 1.384201e-04 0.9524301 0.6641971
#> 44 2150 -561.0101 -563.0480 2.0379229 1.729897e-04 0.9710399 0.5449158
#> 45 2200 -559.7176 -561.6125 1.8949133 1.463185e-04 0.9557293 0.5642498
#> 46 2250 -560.5218 -562.7639 2.2421046 1.539995e-04 0.9933195 0.5658626
#> 47 2300 -555.7558 -557.8624 2.1066007 1.398216e-04 0.9784745 0.6979601
#> 48 2350 -556.6053 -558.6011 1.9957593 1.528055e-04 0.9664992 0.6785370
#> 49 2400 -560.1976 -562.3478 2.1501720 1.629872e-04 0.9832256 0.5560515
#> 50 2450 -558.9878 -561.2515 2.2636736 1.523718e-04 0.9957027 0.6781126
#> 51 2500 -559.4358 -561.6111 2.1752144 1.807526e-04 0.9859672 0.7638295
#> 52 2550 -561.7986 -563.8508 2.0521838 1.559030e-04 0.9725780 0.6420568
#> 53 2600 -560.5702 -562.5898 2.0196631 1.631800e-04 0.9690708 0.5881239
#> 54 2650 -566.2407 -568.1232 1.8824354 1.428431e-04 0.9544048 0.6168476
#> 55 2700 -558.3049 -560.5068 2.2018347 1.693062e-04 0.9888865 0.7557861
#> 56 2750 -560.0282 -562.0081 1.9798985 1.271676e-04 0.9647947 0.6042827
#> 57 2800 -569.1698 -571.2422 2.0723856 1.187865e-04 0.9747595 0.3886633
#> 58 2850 -569.0206 -570.6702 1.6495720 1.405107e-04 0.9300272 0.7112039
#> 59 2900 -563.6029 -565.4342 1.8312697 1.990180e-04 0.9490002 0.5681074
#> 60 2950 -563.1993 -565.2661 2.0667973 1.618036e-04 0.9741591 0.5554431
#> 61 3000 -560.3847 -561.8616 1.4769510 1.246112e-04 0.9123576 0.5941725
#> 62 3050 -562.1453 -564.4252 2.2798841 1.810306e-04 0.9975009 0.7847186
#> 63 3100 -565.4030 -567.0102 1.6071275 2.050136e-04 0.9256581 0.7329384
#> 64 3150 -567.1967 -569.1734 1.9766994 1.381145e-04 0.9644530 0.6719296
#> 65 3200 -553.2951 -555.4324 2.1372261 1.319321e-04 0.9818089 0.6979433
#> 66 3250 -560.2855 -562.1160 1.8305445 1.718982e-04 0.9489209 0.8232918
#> 67 3300 -567.1218 -569.0062 1.8844156 1.447848e-04 0.9546150 0.6683728
#> 68 3350 -556.7620 -558.9556 2.1935521 1.448962e-04 0.9879742 0.5480728
#> 69 3400 -563.5384 -565.3790 1.8405963 1.639965e-04 0.9499805 0.6224472
#> 70 3450 -564.3618 -566.0674 1.7056443 1.386794e-04 0.9358394 0.8048990
#> 71 3500 -557.8087 -560.0308 2.2221106 1.304759e-04 0.9911126 0.5393090
#> 72 3550 -556.2052 -557.8562 1.6509914 1.614816e-04 0.9301761 0.7072648
#> 73 3600 -559.4570 -561.6138 2.1568269 1.805132e-04 0.9839548 0.7387935
#> 74 3650 -563.4661 -565.4511 1.9849671 1.181540e-04 0.9653372 0.7870532
#> 75 3700 -562.2375 -564.3836 2.1460805 1.119975e-04 0.9827731 0.6364587
#> 76 3750 -556.7595 -559.0453 2.2857305 1.449222e-04 0.9981451 0.7124267
#> 77 3800 -562.4589 -564.2517 1.7927818 1.296716e-04 0.9449432 0.5416957
#> 78 3850 -562.7445 -564.9304 2.1858709 1.915059e-04 0.9871365 0.7435339
#> 79 3900 -560.7688 -562.4086 1.6398228 1.761445e-04 0.9290240 0.6672004
#> 80 3950 -562.3048 -564.0815 1.7767424 1.292656e-04 0.9432607 0.5567475
#> 81 4000 -560.6882 -562.8051 2.1168807 1.575721e-04 0.9795947 0.6625948
#> 82 4050 -558.5513 -560.5841 2.0327963 1.847953e-04 0.9704882 0.6434067
#> 83 4100 -561.9398 -564.0123 2.0725102 1.225691e-04 0.9747734 0.6676559
#> 84 4150 -561.3053 -563.2760 1.9707430 1.348134e-04 0.9638146 0.5657849
#> 85 4200 -556.4383 -558.6513 2.2130378 1.823894e-04 0.9901197 0.8214979
#> 86 4250 -556.3517 -558.5991 2.2474160 1.828447e-04 0.9939090 0.5553639
#> 87 4300 -558.6789 -560.0558 1.3768731 1.805058e-04 0.9022742 0.6235586
#> 88 4350 -567.3213 -568.8245 1.5032092 1.358086e-04 0.9150245 0.6178412
#> 89 4400 -568.4620 -570.3060 1.8439589 1.214427e-04 0.9503310 0.6413208
#> 90 4450 -561.1265 -563.3612 2.2346764 1.485682e-04 0.9924994 0.5637432
#> 91 4500 -557.5487 -559.6790 2.1303337 1.255026e-04 0.9810566 0.7069374
#> 92 4550 -560.7081 -562.7431 2.0349224 1.387293e-04 0.9707126 0.5780162
#> 93 4600 -561.5043 -562.9104 1.4061618 1.713169e-04 0.9052143 0.7283285
#> 94 4650 -563.3713 -564.7564 1.3851000 1.363764e-04 0.9030949 0.4665196
#> 95 4700 -557.0572 -559.2840 2.2267997 1.641094e-04 0.9916328 0.5880641
#> 96 4750 -555.3592 -557.4694 2.1102734 1.669798e-04 0.9788769 0.7302752
#> 97 4800 -559.8315 -561.6110 1.7794771 1.439083e-04 0.9435489 0.5413800
#> 98 4850 -570.0760 -571.9065 1.8304147 1.472546e-04 0.9489046 0.6195533
#> 99 4900 -561.1142 -563.3579 2.2436895 1.536440e-04 0.9934944 0.7901538
#> 100 4950 -562.5703 -564.2670 1.6966195 1.694582e-04 0.9349047 0.6191861
#> 101 5000 -564.9051 -566.9051 1.9999769 1.742248e-04 0.9669546 0.6094113
#> 102 5050 -561.6373 -563.5702 1.9328647 1.308251e-04 0.9597663 0.5167060
#> 103 5100 -566.4976 -568.6708 2.1731760 1.755888e-04 0.9857433 0.7064629
#> 104 5150 -559.2517 -560.9516 1.6998674 1.979611e-04 0.9352451 0.7496670
#> 105 5200 -567.2937 -568.5840 1.2903038 1.239139e-04 0.8936314 0.7575905
#> 106 5250 -563.3225 -565.1895 1.8669954 1.307946e-04 0.9527675 0.5224857
#> 107 5300 -556.2486 -558.4782 2.2296682 1.664898e-04 0.9919492 0.6159934
#> 108 5350 -567.4858 -569.0621 1.5762737 1.248750e-04 0.9224820 0.6953047
#> 109 5400 -562.9895 -564.9900 2.0004835 1.218757e-04 0.9670034 0.7793250
#> 110 5450 -563.1619 -565.1293 1.9673969 1.104649e-04 0.9634537 0.7287825
#> 111 5500 -556.5327 -558.7763 2.2436057 1.279663e-04 0.9934823 0.7430703
#> 112 5550 -564.4777 -566.6287 2.1510396 1.180089e-04 0.9833155 0.7752326
#> 113 5600 -556.5874 -558.7662 2.1788392 1.964400e-04 0.9863661 0.6972985
#> 114 5650 -557.5931 -559.3017 1.7086641 1.070789e-04 0.9361502 0.6209273
#> 115 5700 -563.6680 -565.7915 2.1235539 1.060186e-04 0.9803157 0.5232111
#> 116 5750 -563.7765 -566.0551 2.2786418 1.450520e-04 0.9973592 0.6450200
#> 117 5800 -561.1370 -563.1947 2.0577553 1.469754e-04 0.9731793 0.5692692
#> 118 5850 -563.2066 -564.4320 1.2253791 1.111594e-04 0.8872068 0.5615099
#> 119 5900 -568.3299 -569.2916 0.9616909 1.199327e-04 0.8615907 0.7000832
#> 120 5950 -568.2428 -570.0712 1.8283970 1.276552e-04 0.9486898 0.5548321
#> 121 6000 -563.0825 -565.0024 1.9199470 1.532461e-04 0.9583921 0.5659448
#> 122 6050 -558.9377 -561.0794 2.1416631 1.755887e-04 0.9822978 0.7241788
#> 123 6100 -559.4476 -561.6955 2.2478243 1.523470e-04 0.9939508 0.7073678
#> 124 6150 -560.0118 -562.0623 2.0505519 1.459471e-04 0.9724005 0.6906056
#> 125 6200 -555.7315 -557.8516 2.1201179 1.127692e-04 0.9799423 0.7068665
#> 126 6250 -567.3474 -569.3164 1.9689823 2.107934e-04 0.9636342 0.6634987
#> 127 6300 -565.8971 -567.3084 1.4112957 1.165569e-04 0.9057253 0.6894027
#> 128 6350 -564.1737 -565.9620 1.7883217 1.532985e-04 0.9444776 0.5595393
#> 129 6400 -565.0347 -566.8198 1.7851062 1.382711e-04 0.9441386 0.6372076
#> 130 6450 -561.3449 -563.0088 1.6639424 1.793389e-04 0.9315174 0.6260818
#> 131 6500 -560.5543 -562.7977 2.2433943 1.263599e-04 0.9934588 0.5349585
#> 132 6550 -555.8385 -558.0370 2.1985296 1.342166e-04 0.9885196 0.6321017
#> 133 6600 -559.4232 -561.1693 1.7460386 1.295051e-04 0.9400482 0.6360980
#> 134 6650 -562.6112 -564.4351 1.8239542 1.432552e-04 0.9482233 0.4679430
#> 135 6700 -563.0528 -565.0851 2.0323648 1.259850e-04 0.9704354 0.7453401
#> 136 6750 -564.5318 -566.5974 2.0655952 9.985228e-05 0.9740223 0.7133256
#> 137 6800 -567.1089 -568.9352 1.8263158 1.585450e-04 0.9484737 0.8627140
#> 138 6850 -567.1440 -569.1767 2.0327494 1.393677e-04 0.9704783 0.6209607
#> 139 6900 -553.6279 -555.7596 2.1317489 1.303079e-04 0.9812114 0.6500336
#> 140 6950 -560.0615 -562.1871 2.1255942 1.746415e-04 0.9805455 0.5887058
#> 141 7000 -561.6843 -563.4940 1.8097286 1.728655e-04 0.9467288 0.8322510
#> 142 7050 -561.6055 -563.6416 2.0360784 9.733263e-05 0.9708328 0.6557554
#> 143 7100 -555.6643 -557.8438 2.1794944 1.491190e-04 0.9864327 0.7455340
#> 144 7150 -559.1404 -560.9508 1.8103318 1.485181e-04 0.9467897 0.6767225
#> 145 7200 -561.1465 -563.4015 2.2549508 1.967420e-04 0.9947430 0.6214581
#> 146 7250 -560.9098 -563.0224 2.1126814 1.274575e-04 0.9791345 0.6142445
#> 147 7300 -561.9121 -563.9121 1.9999667 1.371882e-04 0.9669495 0.6626544
#> 148 7350 -557.7002 -559.8938 2.1935743 1.591051e-04 0.9879782 0.6755766
#> 149 7400 -554.4533 -556.3670 1.9136999 1.412708e-04 0.9577258 0.5458458
#> 150 7450 -565.6908 -567.4508 1.7599993 1.746916e-04 0.9415123 0.5246777
#> 151 7500 -566.1249 -567.8884 1.7634598 1.595482e-04 0.9418728 0.6104815
#> 152 7550 -558.3178 -560.2520 1.9342583 1.397288e-04 0.9599158 0.7300756
#> 153 7600 -560.3360 -562.2999 1.9639695 1.393912e-04 0.9630899 0.6582471
#> 154 7650 -564.9277 -566.3755 1.4477272 1.374319e-04 0.9094012 0.7440462
#> 155 7700 -568.1533 -570.0938 1.9404920 1.400807e-04 0.9605810 0.7424740
#> 156 7750 -563.3829 -565.6607 2.2777753 1.382907e-04 0.9972625 0.5928741
#> 157 7800 -554.5786 -556.4952 1.9165309 1.232571e-04 0.9580252 0.6840667
#> 158 7850 -559.4902 -561.6681 2.1778675 1.711499e-04 0.9862568 0.6133975
#> 159 7900 -558.3613 -560.5476 2.1862541 1.589390e-04 0.9871750 0.7575245
#> 160 7950 -565.8847 -567.9321 2.0474476 1.594663e-04 0.9720667 0.7873623
#> 161 8000 -559.7617 -561.8893 2.1276369 2.025726e-04 0.9807711 0.4873387
#> 162 8050 -561.9689 -564.0745 2.1055233 1.162918e-04 0.9783549 0.5553730
#> 163 8100 -555.9418 -558.1528 2.2109663 1.234122e-04 0.9898854 0.7026752
#> 164 8150 -559.7733 -561.9377 2.1643629 1.222426e-04 0.9847727 0.6264438
#> 165 8200 -561.2908 -563.2940 2.0032033 1.673195e-04 0.9673005 0.6736061
#> 166 8250 -562.1990 -564.0386 1.8396921 1.361444e-04 0.9498821 0.6563874
#> 167 8300 -558.2994 -560.2660 1.9665947 1.367667e-04 0.9633706 0.6989924
#> 168 8350 -564.1227 -566.1621 2.0393777 2.045664e-04 0.9712003 0.6323691
#> 169 8400 -553.5699 -555.6629 2.0930289 1.918054e-04 0.9770058 0.5209090
#> 170 8450 -564.4893 -566.6117 2.1223472 1.349828e-04 0.9801875 0.6833639
#> 171 8500 -555.4328 -557.4121 1.9792411 1.696669e-04 0.9647288 0.7274166
#> 172 8550 -563.2411 -565.5288 2.2876993 1.879075e-04 0.9983682 0.7104526
#> 173 8600 -560.2756 -562.5361 2.2604802 1.412041e-04 0.9953482 0.5402594
#> 174 8650 -562.2047 -564.0484 1.8437467 1.282956e-04 0.9503093 0.6481466
#> 175 8700 -563.5571 -565.6050 2.0479275 1.238704e-04 0.9721147 0.5145479
#> 176 8750 -564.1484 -566.2534 2.1049340 1.539088e-04 0.9782949 0.5670302
#> 177 8800 -564.7028 -565.6014 0.8986814 1.430708e-04 0.8555819 0.5567578
#> 178 8850 -555.9338 -558.0953 2.1614878 1.646508e-04 0.9844628 0.5402326
#> 179 8900 -567.9139 -570.0798 2.1659339 1.429297e-04 0.9849469 0.6144983
#> 180 8950 -558.7570 -561.0049 2.2479011 1.073246e-04 0.9939543 0.6707533
#> 181 9000 -560.4928 -562.5062 2.0133799 1.338449e-04 0.9683913 0.5837885
#> 182 9050 -559.2514 -561.4981 2.2467137 1.482745e-04 0.9938277 0.5308717
#> 183 9100 -564.7177 -566.6159 1.8982382 1.588824e-04 0.9560837 0.7292987
#> 184 9150 -565.7638 -566.9721 1.2082684 1.830770e-04 0.8855287 0.6518331
#> 185 9200 -564.4849 -566.3138 1.8288779 1.566246e-04 0.9487436 0.4064695
#> 186 9250 -567.2621 -567.9186 0.6564802 1.465412e-04 0.8328645 0.7046270
#> 187 9300 -557.6087 -559.8103 2.2015485 1.394275e-04 0.9888518 0.5963523
#> 188 9350 -559.7611 -561.4138 1.6526840 1.338543e-04 0.9303482 0.7552407
#> 189 9400 -567.7607 -568.9689 1.2081852 1.655446e-04 0.8855188 0.6792879
#> 190 9450 -559.1596 -560.9230 1.7633572 1.224759e-04 0.9418581 0.8363544
#> 191 9500 -556.4930 -558.6402 2.1472175 1.727435e-04 0.9829040 0.5378967
#> 192 9550 -567.6528 -568.7953 1.1424962 1.300628e-04 0.8790757 0.5019120
#> 193 9600 -559.1003 -561.1847 2.0844249 1.999011e-04 0.9760731 0.6020730
#> 194 9650 -562.8837 -564.7704 1.8866284 1.467654e-04 0.9548499 0.7134107
#> 195 9700 -562.2017 -563.5401 1.3384515 1.812613e-04 0.8984306 0.8217421
#> 196 9750 -567.0890 -568.9072 1.8181909 1.452858e-04 0.9476165 0.8661580
#> 197 9800 -562.8578 -563.8998 1.0420239 1.219846e-04 0.8693158 0.5102446
#> 198 9850 -566.7320 -568.9970 2.2649652 1.317839e-04 0.9958433 0.5584948
#> 199 9900 -563.6538 -565.2708 1.6169825 1.236515e-04 0.9266639 0.7634021
#> 200 9950 -567.0488 -569.0806 2.0317847 1.179255e-04 0.9703719 0.7057554
#> 201 10000 -564.4037 -565.6457 1.2420897 1.456115e-04 0.8888590 0.6301657
#> lambda alpha_1 alpha_2 alpha_3 alpha_4 alpha_5 alpha_6 alpha_7 alpha_8
#> 1 0.05000000 NA 1 2 NA 3 4 4 5
#> 2 0.06582716 NA 1 2 NA 3 10 4 5
#> 3 0.10193745 NA 1 2 NA 3 10 4 5
#> 4 0.05255790 NA 1 2 NA 3 10 4 5
#> 5 0.12669178 NA 1 2 NA 3 10 4 5
#> 6 0.05055557 NA 1 2 NA 3 10 4 5
#> 7 0.06229492 NA 1 2 NA 3 10 4 5
#> 8 0.04142275 NA 1 2 NA 3 10 4 5
#> 9 0.06164288 NA 1 2 NA 3 10 4 5
#> 10 0.06245571 NA 1 2 NA 3 10 4 5
#> 11 0.05716633 NA 1 2 NA 3 10 4 5
#> 12 0.07479349 NA 1 2 NA 3 10 4 5
#> 13 0.04480957 NA 1 2 NA 3 10 4 5
#> 14 0.07411360 NA 1 2 NA 3 10 4 5
#> 15 0.06673056 NA 1 2 NA 3 10 4 5
#> 16 0.12763080 NA 1 2 NA 3 10 4 5
#> 17 0.07625537 NA 1 2 NA 3 10 4 5
#> 18 0.07738825 NA 1 2 NA 3 10 4 5
#> 19 0.04718538 NA 1 2 NA 3 10 4 5
#> 20 0.07262436 NA 1 2 NA 3 10 4 5
#> 21 0.07207856 NA 1 2 NA 3 10 4 5
#> 22 0.07877551 NA 1 2 NA 3 10 4 5
#> 23 0.06287305 NA 1 2 NA 3 10 4 5
#> 24 0.04452667 NA 1 2 NA 3 10 4 5
#> 25 0.06298291 NA 1 2 NA 3 10 4 5
#> 26 0.05678643 NA 1 2 NA 3 10 4 5
#> 27 0.05492320 NA 1 2 NA 3 10 4 5
#> 28 0.11865440 NA 1 2 NA 3 10 4 12
#> 29 0.09932510 NA 1 2 NA 3 10 4 5
#> 30 0.06699348 NA 1 2 NA 3 10 4 12
#> 31 0.02800287 NA 1 2 NA 3 10 4 5
#> 32 0.08169859 NA 1 2 NA 3 10 4 5
#> 33 0.10872838 NA 1 2 NA 3 10 4 5
#> 34 0.05842824 NA 1 2 NA 3 10 4 5
#> 35 0.06253892 NA 1 2 NA 3 10 4 5
#> 36 0.05401970 NA 1 2 NA 3 10 4 5
#> 37 0.05223516 NA 1 2 NA 3 10 4 5
#> 38 0.06563107 NA 1 2 NA 3 10 4 5
#> 39 0.08914314 NA 1 2 NA 3 10 4 5
#> 40 0.04827626 NA 1 2 NA 3 10 4 5
#> 41 0.04533629 NA 1 2 NA 3 10 4 5
#> 42 0.07740507 NA 1 2 NA 3 10 4 5
#> 43 0.06476549 NA 1 2 NA 3 10 4 5
#> 44 0.08179144 NA 1 2 NA 3 10 4 5
#> 45 0.08194621 NA 1 2 NA 3 10 4 5
#> 46 0.10869802 NA 1 2 NA 3 10 4 5
#> 47 0.06486247 NA 1 2 NA 3 10 4 5
#> 48 0.06647690 NA 1 2 NA 3 10 4 5
#> 49 0.09469637 NA 1 2 NA 3 10 4 5
#> 50 0.07026730 NA 1 2 NA 3 10 4 12
#> 51 0.05542122 NA 1 2 NA 3 10 4 5
#> 52 0.08547402 NA 1 2 NA 3 10 4 5
#> 53 0.03695239 NA 1 2 NA 3 10 4 5
#> 54 0.05601790 NA 1 2 NA 3 10 4 5
#> 55 0.05687555 NA 1 2 NA 3 10 4 5
#> 56 0.05972039 NA 1 2 NA 3 10 4 5
#> 57 0.14946623 NA 1 2 NA 3 10 4 5
#> 58 0.02642069 NA 1 2 NA 3 10 4 5
#> 59 0.05849830 NA 1 2 NA 3 10 4 5
#> 60 0.07466442 NA 1 2 NA 3 10 4 5
#> 61 0.05054191 NA 1 2 NA 3 10 4 5
#> 62 0.04057101 NA 1 2 NA 3 10 4 5
#> 63 0.06532710 NA 1 2 NA 3 10 4 5
#> 64 0.07507742 NA 1 2 NA 3 10 4 5
#> 65 0.06101213 NA 1 2 NA 3 10 4 5
#> 66 0.07000793 NA 1 2 NA 3 10 4 5
#> 67 0.07762535 NA 1 2 NA 3 10 4 5
#> 68 0.07701965 NA 1 2 NA 3 10 4 5
#> 69 0.05666923 NA 1 2 NA 3 10 4 5
#> 70 0.06577243 NA 1 2 NA 3 10 4 5
#> 71 0.10814231 NA 1 2 NA 3 10 4 5
#> 72 0.06587619 NA 1 2 NA 3 10 4 5
#> 73 0.06375090 NA 1 2 NA 3 10 4 5
#> 74 0.05542079 NA 1 2 NA 3 10 4 5
#> 75 0.07785620 NA 1 2 NA 3 10 4 5
#> 76 0.04875846 NA 1 2 NA 3 10 4 5
#> 77 0.05598703 NA 1 2 NA 3 10 4 5
#> 78 0.05590138 NA 1 2 NA 3 10 4 5
#> 79 0.06361469 NA 1 2 NA 3 10 4 5
#> 80 0.07007025 NA 1 2 NA 3 10 4 5
#> 81 0.08088233 NA 1 2 NA 3 10 4 5
#> 82 0.07190152 NA 1 2 NA 3 10 4 5
#> 83 0.05505903 NA 1 2 NA 3 10 4 5
#> 84 0.06812661 NA 1 2 NA 3 10 4 5
#> 85 0.05041822 NA 1 2 NA 3 10 4 5
#> 86 0.10062973 NA 1 2 NA 3 10 4 5
#> 87 0.06592799 NA 1 2 NA 3 10 4 5
#> 88 0.05884585 NA 1 2 NA 3 10 4 5
#> 89 0.05573044 NA 1 2 NA 3 10 4 5
#> 90 0.07617156 NA 1 2 NA 3 10 4 5
#> 91 0.04388316 NA 1 2 NA 3 10 4 5
#> 92 0.09695772 NA 1 2 NA 3 10 4 5
#> 93 0.06552116 NA 1 2 NA 3 10 4 5
#> 94 0.08278947 NA 1 2 NA 3 10 4 5
#> 95 0.08194444 NA 1 2 NA 3 10 4 5
#> 96 0.05611152 NA 1 2 NA 3 10 4 5
#> 97 0.07130043 NA 1 2 NA 3 10 4 5
#> 98 0.08710001 NA 1 2 NA 3 10 4 5
#> 99 0.04814182 NA 1 2 NA 3 10 4 5
#> 100 0.09164713 NA 1 2 NA 3 10 4 5
#> 101 0.04870145 NA 1 2 NA 3 10 4 5
#> 102 0.07066290 NA 1 2 NA 3 10 4 5
#> 103 0.06261887 NA 1 2 NA 3 10 4 5
#> 104 0.05866647 NA 1 2 NA 3 10 4 5
#> 105 0.05815430 NA 1 2 NA 3 10 4 5
#> 106 0.10973745 NA 1 2 NA 3 10 4 5
#> 107 0.08884292 NA 1 2 NA 3 10 4 5
#> 108 0.05935819 NA 1 2 NA 3 10 4 5
#> 109 0.08217014 NA 1 2 NA 3 10 4 5
#> 110 0.04685096 NA 1 2 NA 3 10 4 5
#> 111 0.05897954 NA 1 2 NA 3 10 4 5
#> 112 0.06114839 NA 1 2 NA 3 10 4 5
#> 113 0.07133329 NA 1 2 NA 3 10 4 5
#> 114 0.06356825 NA 1 2 NA 3 10 4 5
#> 115 0.07740557 NA 1 2 NA 3 10 4 5
#> 116 0.10520540 NA 1 2 NA 3 10 4 5
#> 117 0.05698244 NA 1 2 NA 3 10 4 5
#> 118 0.07103323 NA 1 2 NA 3 10 4 5
#> 119 0.05396656 NA 1 2 NA 3 10 4 5
#> 120 0.08181390 NA 1 2 NA 3 10 4 5
#> 121 0.09629865 NA 1 2 NA 3 10 4 5
#> 122 0.05176874 NA 1 2 NA 3 10 4 5
#> 123 0.04270891 NA 1 2 NA 3 10 4 5
#> 124 0.06216228 NA 1 2 NA 3 10 4 5
#> 125 0.06111480 NA 1 2 NA 3 10 4 5
#> 126 0.07804513 NA 1 2 NA 3 10 4 5
#> 127 0.06679974 NA 1 2 NA 3 10 4 5
#> 128 0.05158276 NA 1 2 NA 3 10 4 5
#> 129 0.10122952 NA 1 2 NA 3 10 4 5
#> 130 0.08432817 NA 1 2 NA 3 10 4 5
#> 131 0.09149580 NA 1 2 NA 3 10 4 5
#> 132 0.05979965 NA 1 2 NA 3 10 4 5
#> 133 0.05801974 NA 1 2 NA 3 10 4 5
#> 134 0.07850925 NA 1 2 NA 3 10 4 5
#> 135 0.02878510 NA 1 2 NA 3 10 4 5
#> 136 0.04683583 NA 1 2 NA 3 10 4 5
#> 137 0.03465593 NA 1 2 NA 3 10 4 5
#> 138 0.07446033 NA 1 2 NA 3 10 4 5
#> 139 0.04968432 NA 1 2 NA 3 10 4 5
#> 140 0.06377766 NA 1 2 NA 3 10 4 5
#> 141 0.04893892 NA 1 2 NA 3 10 4 5
#> 142 0.05583082 NA 1 2 NA 3 10 4 5
#> 143 0.07734508 NA 1 2 NA 3 10 4 5
#> 144 0.06424448 NA 1 2 NA 3 10 4 12
#> 145 0.04906567 NA 1 2 NA 3 10 4 12
#> 146 0.06850386 NA 1 2 NA 3 10 4 5
#> 147 0.08249396 NA 1 2 NA 3 10 4 5
#> 148 0.07792959 NA 1 2 NA 3 10 4 5
#> 149 0.07792067 NA 1 2 NA 3 10 4 5
#> 150 0.09301835 NA 1 2 NA 3 10 4 5
#> 151 0.07159677 NA 1 2 NA 3 10 4 5
#> 152 0.06417192 NA 1 2 NA 3 10 4 5
#> 153 0.06725260 NA 1 2 NA 3 10 4 5
#> 154 0.07420784 NA 1 2 NA 3 10 4 5
#> 155 0.10376564 NA 1 2 NA 3 10 4 5
#> 156 0.04295452 NA 1 2 NA 3 10 4 5
#> 157 0.05951165 NA 1 2 NA 3 10 4 5
#> 158 0.08727807 NA 1 2 NA 3 10 4 5
#> 159 0.04714894 NA 1 2 NA 3 10 4 5
#> 160 0.06567521 NA 1 2 NA 3 10 4 5
#> 161 0.10315361 NA 1 2 NA 3 10 4 5
#> 162 0.08242280 NA 1 2 NA 3 10 4 5
#> 163 0.08335099 NA 1 2 NA 3 10 4 5
#> 164 0.04374138 NA 1 2 NA 3 10 4 5
#> 165 0.06842336 NA 1 2 NA 3 10 4 5
#> 166 0.05804240 NA 1 2 NA 3 10 4 5
#> 167 0.05242991 NA 1 2 NA 3 10 4 5
#> 168 0.06432314 NA 1 2 NA 3 10 4 5
#> 169 0.09891814 NA 1 2 NA 3 10 4 5
#> 170 0.03978655 NA 1 2 NA 3 10 4 5
#> 171 0.06771232 NA 1 2 NA 3 10 4 5
#> 172 0.05437200 NA 1 2 NA 3 10 4 5
#> 173 0.11543673 NA 1 2 NA 3 10 4 5
#> 174 0.05351677 NA 1 2 NA 3 10 4 5
#> 175 0.10449464 NA 1 2 NA 3 10 4 5
#> 176 0.11689543 NA 1 2 NA 3 10 4 5
#> 177 0.08406467 NA 1 2 NA 3 10 4 5
#> 178 0.08247857 NA 1 2 NA 3 10 4 5
#> 179 0.08100130 NA 1 2 NA 3 10 4 5
#> 180 0.05806495 NA 1 2 NA 3 10 4 5
#> 181 0.07941054 NA 1 2 NA 3 10 4 5
#> 182 0.08490089 NA 1 2 NA 3 10 4 5
#> 183 0.08555258 NA 1 2 NA 3 10 4 5
#> 184 0.07678287 NA 1 2 NA 3 10 4 12
#> 185 0.13628849 NA 1 2 NA 3 10 4 12
#> 186 0.05139647 NA 1 2 NA 3 10 4 12
#> 187 0.07817781 NA 1 2 NA 3 10 4 5
#> 188 0.05239396 NA 1 2 NA 3 10 4 5
#> 189 0.06803365 NA NA 2 NA 3 10 4 5
#> 190 0.04533123 NA 1 2 NA 3 10 4 5
#> 191 0.06526933 NA 1 2 NA 3 10 4 5
#> 192 0.06959691 NA NA 2 NA 3 10 4 5
#> 193 0.07470781 NA 1 2 NA 3 10 4 5
#> 194 0.08590029 NA 1 2 NA 3 10 4 5
#> 195 0.04133066 NA 1 2 NA 3 10 4 5
#> 196 0.03683264 NA 1 2 NA 3 10 4 5
#> 197 0.07863264 NA 1 2 NA 3 10 4 5
#> 198 0.11172264 NA 1 2 NA 3 10 4 5
#> 199 0.07471296 NA 1 2 NA 3 10 4 5
#> 200 0.07418330 NA 1 2 NA 3 10 4 5
#> 201 0.08802858 NA 1 2 NA 3 10 4 5
#> alpha_9 alpha_10 alpha_11 alpha_12 alpha_13 alpha_14 alpha_15 alpha_16
#> 1 4 4 4 5 9 5 5 4
#> 2 NA 9 7 8 9 5 5 7
#> 3 4 9 7 8 9 5 5 7
#> 4 4 9 7 8 9 5 8 7
#> 5 NA 9 NA 5 9 5 5 7
#> 6 NA 9 NA 8 9 5 5 7
#> 7 NA 9 7 8 9 5 5 7
#> 8 NA 9 7 8 9 5 8 7
#> 9 4 9 7 8 9 5 5 7
#> 10 4 NA 7 8 9 5 5 7
#> 11 4 9 7 8 9 5 8 7
#> 12 NA 9 7 5 9 5 5 7
#> 13 4 9 NA 8 9 5 5 7
#> 14 4 9 7 8 9 5 8 7
#> 15 4 9 4 8 9 5 8 7
#> 16 NA 9 7 8 9 5 5 7
#> 17 4 9 7 8 9 5 5 7
#> 18 4 NA 7 5 9 5 5 7
#> 19 4 9 7 8 9 5 5 7
#> 20 NA 9 7 8 9 5 5 7
#> 21 NA 9 7 8 9 5 8 7
#> 22 4 9 7 8 9 5 5 7
#> 23 4 9 4 8 9 5 8 7
#> 24 4 9 7 8 9 5 8 7
#> 25 NA 9 7 8 9 5 5 7
#> 26 NA 9 4 8 9 5 5 7
#> 27 4 9 7 8 9 5 5 7
#> 28 4 9 7 5 9 5 5 7
#> 29 4 9 4 8 9 5 5 7
#> 30 4 9 7 5 9 5 8 7
#> 31 NA 9 7 8 9 5 5 7
#> 32 NA 9 7 8 9 5 5 7
#> 33 NA 9 7 8 9 5 8 7
#> 34 4 9 4 8 9 5 8 7
#> 35 4 9 NA 5 9 5 8 7
#> 36 4 9 7 8 9 5 8 7
#> 37 4 9 7 8 9 5 8 7
#> 38 4 9 7 8 9 5 5 7
#> 39 NA 9 7 8 9 5 5 7
#> 40 4 9 7 8 9 5 8 7
#> 41 4 9 7 8 9 5 5 7
#> 42 7 9 7 5 9 5 5 7
#> 43 NA 9 7 8 9 5 5 7
#> 44 4 9 7 8 9 5 5 7
#> 45 NA 9 7 8 9 5 5 7
#> 46 4 9 7 8 9 5 5 7
#> 47 4 9 7 8 9 5 5 7
#> 48 4 9 7 8 9 5 5 7
#> 49 4 9 7 8 9 5 5 7
#> 50 4 9 7 5 9 5 5 7
#> 51 4 9 4 8 9 5 5 7
#> 52 4 9 7 8 9 5 5 7
#> 53 NA 9 7 8 9 5 8 7
#> 54 NA 9 7 NA 9 5 5 7
#> 55 4 9 4 8 9 5 5 7
#> 56 4 9 7 8 9 5 5 7
#> 57 4 9 7 8 9 5 8 7
#> 58 4 9 7 8 9 5 8 7
#> 59 4 9 4 8 9 5 5 7
#> 60 4 9 7 8 9 5 5 7
#> 61 4 9 7 5 9 5 5 7
#> 62 4 9 7 8 9 5 5 7
#> 63 4 9 4 8 9 5 8 7
#> 64 4 9 NA 8 9 5 8 7
#> 65 4 9 7 8 9 5 5 7
#> 66 4 9 7 8 9 5 5 7
#> 67 4 9 NA 8 9 5 5 7
#> 68 4 9 7 8 9 5 5 7
#> 69 NA 9 7 8 9 5 8 7
#> 70 NA 9 7 8 9 5 8 7
#> 71 4 9 7 8 9 5 5 7
#> 72 NA 9 7 8 9 5 5 7
#> 73 4 9 7 8 9 5 8 7
#> 74 NA 9 NA 8 9 5 8 7
#> 75 4 9 7 8 9 5 5 7
#> 76 4 9 7 8 9 5 5 7
#> 77 NA 9 7 8 9 5 5 7
#> 78 NA 9 7 8 9 5 5 7
#> 79 NA 9 7 8 9 5 5 7
#> 80 4 9 7 5 9 5 8 7
#> 81 NA 9 7 8 9 5 5 7
#> 82 4 9 7 8 9 5 5 7
#> 83 NA 9 7 8 9 5 8 7
#> 84 7 9 7 5 9 5 5 7
#> 85 4 9 7 8 9 5 5 7
#> 86 4 9 7 5 9 5 5 7
#> 87 NA 9 7 8 9 5 5 7
#> 88 NA 9 7 8 9 5 5 7
#> 89 NA 9 7 5 9 5 5 7
#> 90 4 9 7 8 9 5 8 7
#> 91 4 9 7 8 9 5 5 7
#> 92 4 9 7 8 9 5 5 7
#> 93 NA 9 7 5 9 5 5 7
#> 94 NA 9 7 5 9 5 5 7
#> 95 4 9 7 8 9 5 5 7
#> 96 4 9 7 8 9 5 5 7
#> 97 4 9 7 8 9 5 5 7
#> 98 4 9 7 5 9 5 NA 7
#> 99 4 9 4 8 9 5 5 7
#> 100 4 9 NA 5 9 5 5 7
#> 101 4 9 7 8 9 5 5 7
#> 102 4 9 4 8 9 5 5 7
#> 103 4 9 4 8 9 8 5 7
#> 104 4 9 7 8 9 5 5 7
#> 105 4 9 7 8 9 5 NA 7
#> 106 4 9 4 8 9 5 5 7
#> 107 4 9 7 8 9 5 5 7
#> 108 4 9 NA 8 9 5 8 7
#> 109 4 9 7 8 9 5 8 7
#> 110 7 9 7 8 9 5 8 7
#> 111 4 9 7 8 9 5 8 7
#> 112 4 9 7 8 9 5 5 7
#> 113 4 9 7 8 9 5 5 7
#> 114 4 9 7 8 9 5 5 7
#> 115 NA 9 7 8 9 5 5 7
#> 116 4 9 7 5 9 5 5 7
#> 117 4 9 4 8 9 5 5 7
#> 118 4 9 7 8 9 5 8 7
#> 119 4 9 NA 8 9 5 12 7
#> 120 4 9 7 8 9 5 8 7
#> 121 4 9 7 8 9 5 5 7
#> 122 4 9 4 8 9 5 5 7
#> 123 4 9 7 8 9 5 8 7
#> 124 NA 9 7 8 9 5 5 7
#> 125 4 9 7 8 9 5 5 7
#> 126 4 9 7 5 9 5 5 7
#> 127 NA 9 NA 8 9 5 5 7
#> 128 NA 9 7 8 9 5 5 7
#> 129 4 9 NA 8 9 5 5 7
#> 130 4 9 4 8 9 5 8 7
#> 131 7 9 7 8 9 5 5 7
#> 132 4 9 7 8 9 5 5 7
#> 133 4 9 7 8 9 5 5 7
#> 134 4 9 7 5 9 5 8 7
#> 135 NA 9 7 8 9 5 8 7
#> 136 NA 9 7 8 9 5 5 7
#> 137 NA 9 7 5 9 5 5 7
#> 138 7 9 7 5 9 5 5 7
#> 139 4 9 4 8 9 5 8 7
#> 140 4 9 7 8 9 5 8 7
#> 141 4 9 7 8 9 5 5 7
#> 142 4 9 NA 8 9 5 5 7
#> 143 NA 9 7 8 9 5 5 7
#> 144 4 9 7 5 9 5 5 7
#> 145 4 9 7 5 9 5 5 7
#> 146 NA 9 7 8 9 5 12 7
#> 147 4 9 4 8 9 5 5 7
#> 148 4 9 7 8 9 5 5 7
#> 149 4 9 7 8 9 5 5 7
#> 150 NA 9 7 8 9 5 5 7
#> 151 7 9 7 8 9 5 8 7
#> 152 NA 9 7 8 9 5 8 7
#> 153 NA 9 7 8 9 5 5 7
#> 154 4 9 NA 8 9 5 5 7
#> 155 4 9 NA 8 9 5 5 7
#> 156 4 9 7 5 9 5 8 7
#> 157 4 9 7 8 9 5 5 7
#> 158 4 9 7 8 9 5 8 7
#> 159 4 9 7 8 9 5 5 7
#> 160 NA 9 7 8 9 5 5 7
#> 161 4 9 7 8 9 5 8 7
#> 162 4 9 4 8 9 5 5 7
#> 163 4 9 7 8 9 5 5 7
#> 164 4 9 7 8 9 5 5 7
#> 165 4 9 7 8 9 5 5 7
#> 166 7 9 7 8 9 5 5 7
#> 167 4 9 7 8 9 5 8 7
#> 168 4 9 7 8 9 5 5 7
#> 169 4 9 7 8 9 5 5 7
#> 170 4 9 7 5 9 5 8 7
#> 171 4 9 7 8 9 5 5 7
#> 172 4 9 7 5 9 5 5 7
#> 173 4 9 7 8 9 5 5 7
#> 174 4 9 4 8 9 5 8 7
#> 175 4 9 NA 8 9 5 5 7
#> 176 7 9 7 8 9 5 8 7
#> 177 4 9 7 8 9 5 5 7
#> 178 4 9 7 8 9 5 5 7
#> 179 4 9 7 8 9 8 8 7
#> 180 4 9 7 8 9 5 5 7
#> 181 4 9 7 8 9 5 5 7
#> 182 4 9 7 8 9 5 5 7
#> 183 NA 9 7 8 9 5 8 7
#> 184 4 9 7 5 9 5 5 7
#> 185 4 9 7 5 9 5 5 7
#> 186 NA 9 7 5 9 5 5 7
#> 187 4 9 7 5 9 5 5 7
#> 188 4 9 4 8 9 5 5 7
#> 189 NA 9 7 8 9 5 5 7
#> 190 4 9 7 8 9 5 5 7
#> 191 4 9 7 8 9 5 5 7
#> 192 NA 9 NA 8 9 5 5 7
#> 193 4 9 7 8 9 5 5 7
#> 194 NA 9 NA 8 9 5 8 7
#> 195 NA 9 7 8 9 5 8 7
#> 196 NA 9 NA 8 9 5 5 7
#> 197 NA 9 NA 8 9 5 5 7
#> 198 NA 9 7 8 9 5 5 7
#> 199 4 9 7 8 9 5 5 7
#> 200 4 9 NA 8 9 5 8 7
#> 201 4 NA 4 8 9 5 5 7
#> alpha_17 alpha_18 alpha_19 alpha_20 alpha_21 alpha_22 alpha_23 alpha_24
#> 1 4 5 9 10 11 11 13 13
#> 2 26 5 9 10 11 11 13 13
#> 3 26 8 9 10 11 11 13 13
#> 4 26 8 9 10 11 11 13 13
#> 5 26 8 9 10 11 11 13 13
#> 6 7 8 9 10 11 11 13 13
#> 7 7 8 9 10 11 11 13 NA
#> 8 7 8 9 10 11 11 13 13
#> 9 7 8 9 10 11 11 13 13
#> 10 7 8 9 10 11 11 13 13
#> 11 7 8 9 10 11 11 13 13
#> 12 7 8 9 10 11 11 13 13
#> 13 7 8 9 10 11 11 13 13
#> 14 7 8 9 10 11 11 13 13
#> 15 7 8 9 10 11 11 13 13
#> 16 7 12 9 10 11 11 13 13
#> 17 7 12 9 10 11 11 13 13
#> 18 7 8 9 10 11 11 13 13
#> 19 7 8 9 10 11 11 13 13
#> 20 7 8 9 10 11 11 13 13
#> 21 7 8 9 10 11 11 13 13
#> 22 7 8 9 10 11 11 13 13
#> 23 7 8 9 10 11 11 13 13
#> 24 7 8 9 10 11 11 13 13
#> 25 7 8 9 10 11 11 13 13
#> 26 7 8 9 10 11 11 13 13
#> 27 7 8 9 10 11 11 13 13
#> 28 7 8 9 10 11 11 13 13
#> 29 7 5 9 10 11 11 13 13
#> 30 7 8 9 NA 11 11 13 13
#> 31 7 8 9 NA 11 11 13 13
#> 32 7 8 9 10 11 11 13 13
#> 33 7 8 9 10 11 11 13 13
#> 34 7 8 9 10 11 11 13 13
#> 35 7 8 9 10 11 11 13 13
#> 36 7 8 9 10 11 11 13 13
#> 37 7 8 9 10 11 11 13 13
#> 38 7 8 9 10 11 11 13 13
#> 39 7 8 9 10 11 11 13 13
#> 40 7 8 9 10 11 11 13 13
#> 41 7 8 9 10 11 11 13 13
#> 42 7 8 9 10 11 11 13 13
#> 43 7 8 9 10 11 11 13 13
#> 44 7 8 9 10 11 11 13 13
#> 45 7 8 9 10 11 11 13 13
#> 46 7 8 9 10 11 11 13 13
#> 47 7 8 9 10 11 11 13 13
#> 48 7 8 9 10 11 11 13 13
#> 49 7 8 9 10 11 11 13 13
#> 50 7 8 9 10 11 11 13 13
#> 51 7 8 9 10 11 11 13 13
#> 52 7 8 9 10 11 11 13 13
#> 53 7 8 9 10 11 11 13 13
#> 54 7 8 9 10 11 11 13 13
#> 55 7 8 9 10 11 11 13 13
#> 56 7 8 9 10 11 11 13 13
#> 57 7 8 9 10 11 11 13 13
#> 58 7 8 9 10 11 11 13 13
#> 59 7 8 9 10 11 11 13 13
#> 60 7 8 9 10 11 11 13 13
#> 61 7 8 9 10 11 11 13 13
#> 62 7 8 9 10 11 11 13 13
#> 63 7 8 9 10 11 11 13 13
#> 64 7 8 9 10 11 11 13 13
#> 65 7 8 9 10 11 11 13 13
#> 66 7 8 9 10 11 11 13 13
#> 67 7 8 NA 10 11 11 13 13
#> 68 7 8 9 10 11 11 13 13
#> 69 7 8 9 NA 11 11 13 13
#> 70 7 8 9 10 11 11 13 13
#> 71 7 8 9 10 11 11 13 13
#> 72 7 8 9 10 11 11 13 13
#> 73 7 8 9 10 11 11 13 13
#> 74 7 8 9 10 11 11 13 13
#> 75 7 8 9 10 11 11 13 13
#> 76 7 8 9 10 11 11 13 13
#> 77 7 8 9 10 11 11 13 13
#> 78 7 8 9 10 11 11 13 13
#> 79 7 8 9 NA 11 11 13 13
#> 80 7 8 9 10 11 11 13 13
#> 81 7 8 9 10 11 11 13 13
#> 82 7 8 9 10 11 11 13 13
#> 83 7 8 9 10 11 11 13 13
#> 84 7 8 9 10 11 11 13 13
#> 85 7 8 9 10 11 11 13 13
#> 86 7 8 9 10 11 11 13 13
#> 87 7 8 9 10 11 11 13 13
#> 88 7 8 9 NA 11 11 13 13
#> 89 7 8 9 10 11 11 13 13
#> 90 7 8 9 10 11 11 13 13
#> 91 7 8 9 10 11 11 13 13
#> 92 7 8 9 10 11 11 13 13
#> 93 7 8 9 10 11 11 13 13
#> 94 7 8 9 10 11 11 13 13
#> 95 7 8 9 10 11 11 13 13
#> 96 7 8 9 10 11 11 13 13
#> 97 7 8 9 10 11 11 13 13
#> 98 7 8 9 10 11 11 13 13
#> 99 7 8 9 10 11 11 13 13
#> 100 7 8 9 10 11 11 13 13
#> 101 7 8 9 10 11 11 13 13
#> 102 7 8 9 10 11 11 13 13
#> 103 7 8 9 10 11 11 13 13
#> 104 7 8 9 10 11 11 13 13
#> 105 7 8 9 10 11 11 13 13
#> 106 7 8 9 10 11 11 13 13
#> 107 7 8 9 10 11 11 13 13
#> 108 7 8 9 10 11 11 13 13
#> 109 7 8 9 10 11 11 13 13
#> 110 7 8 9 10 11 11 13 13
#> 111 7 8 9 10 11 11 13 13
#> 112 7 8 9 10 11 11 13 13
#> 113 7 8 9 10 11 11 13 13
#> 114 7 8 9 10 11 11 13 13
#> 115 7 8 9 10 11 11 13 13
#> 116 7 8 9 10 11 11 13 13
#> 117 7 8 9 10 11 11 13 13
#> 118 7 8 9 10 11 11 13 13
#> 119 7 8 9 10 11 11 13 13
#> 120 7 8 9 10 11 11 13 13
#> 121 7 8 9 10 11 11 13 13
#> 122 7 8 9 10 11 11 13 13
#> 123 7 8 9 10 11 11 13 13
#> 124 7 8 9 10 11 11 13 13
#> 125 7 8 9 10 11 11 13 13
#> 126 7 8 9 10 11 11 13 13
#> 127 7 5 9 10 11 11 13 13
#> 128 7 8 9 10 11 11 13 13
#> 129 7 8 9 10 11 11 13 13
#> 130 7 8 9 10 11 11 13 13
#> 131 7 8 9 10 11 11 13 13
#> 132 7 8 9 10 11 11 13 13
#> 133 7 8 9 NA 11 11 13 13
#> 134 7 8 9 10 11 11 13 13
#> 135 7 8 9 NA 11 11 13 13
#> 136 7 8 9 10 11 11 13 13
#> 137 7 8 9 NA 11 11 13 13
#> 138 7 8 9 NA 11 11 13 13
#> 139 7 8 9 10 11 11 13 13
#> 140 7 8 9 10 11 11 13 13
#> 141 7 8 9 10 11 11 13 13
#> 142 7 8 9 NA 11 11 13 13
#> 143 7 8 9 10 11 11 13 13
#> 144 7 8 9 10 11 11 13 13
#> 145 7 8 9 10 11 11 13 13
#> 146 7 8 9 10 11 11 13 13
#> 147 7 8 9 NA 11 11 13 13
#> 148 7 8 9 10 11 11 13 13
#> 149 7 8 9 10 11 11 13 13
#> 150 7 8 9 10 11 11 13 13
#> 151 7 8 9 10 11 11 13 13
#> 152 7 8 9 10 11 11 13 13
#> 153 7 8 9 10 11 11 13 13
#> 154 7 8 9 10 11 11 13 13
#> 155 4 8 9 10 11 11 13 13
#> 156 7 8 9 10 11 11 13 13
#> 157 7 8 9 10 11 11 13 13
#> 158 7 8 9 10 11 11 13 13
#> 159 7 8 9 10 11 11 13 13
#> 160 7 8 9 NA 11 11 13 13
#> 161 7 8 9 10 11 11 13 13
#> 162 7 8 9 10 11 11 13 13
#> 163 7 8 9 10 11 11 13 13
#> 164 7 8 9 10 11 11 13 13
#> 165 7 8 9 10 11 11 13 13
#> 166 7 8 9 10 11 11 13 13
#> 167 7 8 9 10 11 11 13 13
#> 168 7 5 9 10 11 11 13 13
#> 169 7 8 9 10 11 11 13 13
#> 170 7 8 9 10 11 11 13 13
#> 171 7 8 9 10 11 11 13 13
#> 172 7 8 9 10 11 11 13 13
#> 173 7 8 9 10 11 11 13 13
#> 174 7 8 9 10 11 11 13 13
#> 175 7 8 9 10 11 11 13 13
#> 176 7 8 9 10 11 11 13 13
#> 177 7 8 9 10 11 11 13 13
#> 178 7 8 9 10 11 11 13 13
#> 179 7 8 9 10 11 11 13 13
#> 180 7 8 9 10 11 11 13 13
#> 181 7 8 9 10 11 11 13 13
#> 182 7 8 9 10 11 11 13 13
#> 183 7 8 9 10 11 11 13 13
#> 184 7 8 9 10 11 11 13 13
#> 185 7 8 9 10 11 11 13 13
#> 186 7 8 9 10 11 11 13 NA
#> 187 7 8 9 10 11 11 13 13
#> 188 7 8 9 NA 11 11 13 13
#> 189 7 8 9 10 11 11 13 13
#> 190 7 8 9 NA 11 11 13 13
#> 191 7 8 9 10 11 11 13 13
#> 192 7 8 9 10 11 11 13 13
#> 193 7 8 9 10 11 11 13 13
#> 194 7 8 9 NA 11 11 13 13
#> 195 7 8 9 10 11 11 13 13
#> 196 7 8 9 10 11 11 13 13
#> 197 7 8 9 10 11 11 13 13
#> 198 7 8 9 10 11 11 13 13
#> 199 7 8 9 NA 11 11 13 13
#> 200 7 8 9 10 11 11 13 13
#> 201 7 8 9 10 11 11 13 13
#> alpha_25 alpha_26 alpha_27 alpha_28 alpha_29 alpha_30 t_inf_1 t_inf_2
#> 1 13 4 17 NA 10 13 0 2
#> 2 13 NA 17 NA 10 13 -1 2
#> 3 13 7 17 NA 10 13 -1 1
#> 4 13 NA 17 NA 10 13 -1 1
#> 5 13 7 17 NA 10 13 0 2
#> 6 13 17 17 NA 10 13 -1 1
#> 7 13 17 17 NA 10 13 -1 1
#> 8 13 17 17 NA 10 13 0 2
#> 9 13 17 17 NA 10 13 0 2
#> 10 13 17 17 NA 10 13 0 2
#> 11 13 17 17 NA 10 13 -1 1
#> 12 13 17 17 NA 10 13 0 2
#> 13 13 17 17 NA 10 13 0 1
#> 14 13 17 17 NA 10 13 -1 1
#> 15 13 17 17 NA 10 13 0 3
#> 16 13 17 17 NA 10 13 -1 1
#> 17 13 17 17 NA 10 13 -1 1
#> 18 13 17 17 NA 10 13 -1 1
#> 19 13 17 17 NA 10 13 -1 1
#> 20 13 17 17 NA 10 13 0 2
#> 21 13 17 17 NA 10 13 -1 1
#> 22 13 17 17 NA 10 13 -1 1
#> 23 13 17 17 NA 10 13 -1 2
#> 24 13 17 17 NA 10 13 -1 1
#> 25 13 17 17 NA 10 13 0 2
#> 26 13 17 17 NA 10 13 -1 2
#> 27 13 17 17 NA 10 13 1 2
#> 28 13 17 17 NA 10 13 -1 1
#> 29 13 17 17 NA 10 13 -1 2
#> 30 13 17 17 NA 10 13 -1 1
#> 31 13 17 17 NA 10 13 -1 1
#> 32 13 17 17 NA 10 13 0 1
#> 33 13 17 17 NA 10 13 0 1
#> 34 13 17 17 NA 10 13 -1 1
#> 35 13 17 17 NA 10 13 -1 1
#> 36 13 17 17 NA 10 13 -1 1
#> 37 13 17 17 NA 10 13 0 1
#> 38 13 17 17 NA 10 13 -1 2
#> 39 13 17 17 NA 10 13 -1 1
#> 40 13 17 17 NA 10 13 -1 1
#> 41 13 17 17 NA 10 13 -1 1
#> 42 13 17 17 NA 10 13 0 2
#> 43 13 17 17 NA 10 13 -1 2
#> 44 13 17 17 NA 10 13 -1 1
#> 45 13 17 17 NA 10 13 -1 1
#> 46 13 17 17 NA 10 13 -1 1
#> 47 13 17 17 NA 10 13 -1 1
#> 48 13 17 17 NA 10 13 -1 1
#> 49 13 17 17 NA 10 13 1 2
#> 50 13 17 17 NA 10 13 0 1
#> 51 13 17 17 NA 10 13 -1 2
#> 52 13 17 17 NA 10 13 -1 1
#> 53 13 17 17 NA 10 13 -1 1
#> 54 13 17 17 NA 10 13 0 1
#> 55 13 17 17 NA 10 13 -1 1
#> 56 13 17 17 NA 10 13 -1 1
#> 57 13 17 17 NA 10 13 0 1
#> 58 13 17 17 NA 10 13 0 2
#> 59 13 17 17 NA 10 13 -1 1
#> 60 13 17 17 NA 10 13 -1 1
#> 61 13 17 17 NA 10 13 -1 1
#> 62 13 17 17 NA 10 13 0 1
#> 63 13 17 17 NA 10 13 0 2
#> 64 13 17 17 NA 10 13 0 1
#> 65 13 17 17 NA 10 13 -1 2
#> 66 13 17 17 NA 10 13 -1 1
#> 67 13 17 17 NA 10 13 -1 2
#> 68 13 17 17 NA 10 13 0 1
#> 69 13 17 17 NA 10 13 -1 1
#> 70 13 17 17 NA 10 13 -1 1
#> 71 13 17 17 NA 10 13 0 1
#> 72 13 17 17 NA 10 13 -1 1
#> 73 13 17 17 NA 10 13 0 2
#> 74 13 17 17 NA 10 13 -1 1
#> 75 13 17 17 NA 10 13 0 1
#> 76 13 17 17 NA 10 13 0 2
#> 77 13 17 17 NA 10 13 -1 1
#> 78 13 17 17 NA 10 13 -1 2
#> 79 13 17 17 NA 10 13 0 1
#> 80 13 17 17 NA 10 13 -1 2
#> 81 13 17 17 NA 10 13 -1 1
#> 82 13 17 17 NA 10 13 0 1
#> 83 13 17 17 NA 10 13 -1 1
#> 84 13 17 17 NA 10 13 -1 1
#> 85 13 17 17 NA 10 13 -1 1
#> 86 13 17 17 NA 10 13 -1 1
#> 87 13 17 17 NA 10 13 -1 1
#> 88 13 17 17 NA 10 13 0 2
#> 89 13 17 17 NA 10 NA -1 1
#> 90 13 17 17 NA 10 13 -1 1
#> 91 13 17 17 NA 10 13 -1 1
#> 92 13 17 17 NA 10 13 0 1
#> 93 13 17 17 NA 10 13 -1 1
#> 94 13 17 17 NA 10 13 -1 1
#> 95 13 17 17 NA 10 13 0 2
#> 96 13 17 17 NA 10 13 -1 2
#> 97 13 17 17 NA 10 13 0 1
#> 98 13 17 17 NA 10 13 -1 1
#> 99 13 17 17 NA 10 13 -1 1
#> 100 13 17 17 NA 10 13 -1 2
#> 101 13 17 17 NA 10 13 -1 2
#> 102 13 17 17 NA 10 13 0 2
#> 103 13 17 17 NA 10 13 -1 1
#> 104 13 17 17 NA 10 13 0 2
#> 105 13 17 17 NA 10 13 -1 2
#> 106 13 17 17 NA 10 13 -1 1
#> 107 13 17 17 NA 10 13 -1 1
#> 108 13 17 17 NA 10 13 -1 2
#> 109 13 17 17 NA 10 13 -1 1
#> 110 13 17 17 NA 10 13 -1 1
#> 111 13 17 17 NA 10 13 -1 1
#> 112 13 17 17 NA 10 13 -1 2
#> 113 13 17 17 NA 10 13 -1 1
#> 114 13 17 17 NA 10 13 0 1
#> 115 13 17 17 NA 10 13 0 2
#> 116 13 17 17 NA 10 13 0 1
#> 117 13 17 17 NA 10 13 -1 1
#> 118 13 17 17 NA 10 13 -1 1
#> 119 13 17 17 NA 10 13 -1 1
#> 120 13 17 17 NA 10 13 -1 1
#> 121 13 17 17 NA 10 13 0 1
#> 122 13 17 17 NA 10 13 0 1
#> 123 13 17 17 NA 10 13 -1 1
#> 124 13 17 17 NA 10 13 -1 1
#> 125 13 17 17 NA 10 13 -1 1
#> 126 13 17 17 NA 10 13 0 1
#> 127 13 17 17 NA 10 13 0 1
#> 128 13 17 17 NA 10 13 1 2
#> 129 13 17 17 NA 10 13 -1 1
#> 130 13 17 17 NA 10 13 -1 1
#> 131 13 17 17 NA 10 13 -1 1
#> 132 13 17 17 NA 10 13 -1 1
#> 133 13 17 17 NA 10 13 -1 2
#> 134 13 17 17 NA 10 13 -1 1
#> 135 13 17 17 NA 10 13 -1 1
#> 136 13 17 17 NA 10 13 0 1
#> 137 13 17 17 NA 10 13 -1 1
#> 138 13 17 17 NA 10 13 0 1
#> 139 13 17 17 NA 10 13 -1 1
#> 140 13 17 17 NA 10 13 0 2
#> 141 13 17 17 NA 10 13 -1 1
#> 142 13 17 17 NA 10 13 -1 1
#> 143 13 17 17 NA 10 13 -1 1
#> 144 13 17 17 NA 10 13 -1 1
#> 145 13 17 17 NA 10 13 0 2
#> 146 13 17 17 NA 10 13 0 1
#> 147 13 17 17 NA 10 13 -1 1
#> 148 13 17 17 NA 10 13 -1 1
#> 149 13 17 17 NA 10 13 -1 1
#> 150 13 17 17 NA 10 NA -1 1
#> 151 13 17 17 NA 10 13 -1 2
#> 152 13 17 17 NA 10 13 0 1
#> 153 13 17 17 NA 10 13 -1 1
#> 154 13 17 17 NA 10 13 -1 1
#> 155 13 17 17 NA 10 13 -1 1
#> 156 13 17 17 NA 10 13 -1 2
#> 157 13 17 17 NA 10 13 -1 1
#> 158 13 17 17 NA 10 13 0 1
#> 159 13 17 17 NA 10 13 -1 1
#> 160 13 17 17 NA 10 13 0 1
#> 161 13 17 17 NA 10 13 0 2
#> 162 13 17 17 NA 10 13 -1 1
#> 163 13 17 17 NA 10 13 -1 1
#> 164 13 17 17 NA 10 13 -1 1
#> 165 13 17 17 NA 10 13 0 2
#> 166 13 17 17 NA 10 13 0 2
#> 167 13 17 17 NA 10 13 -1 1
#> 168 13 17 17 NA 10 13 -1 1
#> 169 13 17 17 NA 10 13 -1 1
#> 170 13 17 17 NA 10 13 -1 1
#> 171 13 17 17 NA 10 13 -1 1
#> 172 13 17 17 NA 10 13 -1 1
#> 173 13 17 17 NA 10 13 -1 1
#> 174 13 17 17 NA 10 13 -1 1
#> 175 13 17 17 NA 10 13 -1 1
#> 176 13 17 17 NA 10 13 0 1
#> 177 13 17 17 NA 10 13 0 2
#> 178 13 17 17 NA 10 13 -1 2
#> 179 13 17 17 NA 10 13 -1 1
#> 180 13 17 17 NA 10 13 -1 1
#> 181 13 17 17 NA 10 13 0 1
#> 182 13 17 17 NA 10 13 -1 1
#> 183 13 17 17 NA 10 13 -1 1
#> 184 13 17 17 NA 10 13 -1 1
#> 185 13 17 17 NA 10 13 0 1
#> 186 13 17 17 NA 10 13 -1 2
#> 187 13 17 17 NA 10 13 -1 1
#> 188 13 17 17 NA 10 13 -1 1
#> 189 13 17 17 NA 10 13 -1 1
#> 190 13 17 17 NA 10 13 0 1
#> 191 13 17 17 NA 10 13 -1 1
#> 192 13 17 17 NA 10 13 -1 1
#> 193 13 17 17 NA 10 13 -1 1
#> 194 13 17 17 NA 10 13 -1 1
#> 195 13 17 17 NA 10 13 -1 1
#> 196 13 17 17 NA 10 13 -1 1
#> 197 13 17 17 NA 10 13 -1 2
#> 198 13 17 17 NA 10 13 0 1
#> 199 13 17 17 NA 10 13 -1 1
#> 200 13 17 17 NA 10 13 -1 2
#> 201 13 17 17 NA 10 13 0 2
#> t_inf_3 t_inf_4 t_inf_5 t_inf_6 t_inf_7 t_inf_8 t_inf_9 t_inf_10 t_inf_11
#> 1 3 3 4 6 5 6 6 6 8
#> 2 4 2 5 7 5 6 5 6 8
#> 3 2 2 4 7 6 6 5 6 7
#> 4 3 2 4 7 5 6 5 6 7
#> 5 3 2 4 8 5 6 5 7 8
#> 6 3 2 4 8 4 6 5 7 7
#> 7 2 2 3 8 4 6 5 7 7
#> 8 3 2 4 8 5 6 5 7 7
#> 9 3 2 4 8 5 6 5 7 7
#> 10 3 2 4 8 5 6 5 7 7
#> 11 2 3 4 8 4 5 5 7 7
#> 12 3 2 4 8 4 7 5 7 7
#> 13 2 2 3 8 5 5 6 7 7
#> 14 2 2 4 8 5 5 5 7 7
#> 15 4 3 5 8 5 6 5 6 7
#> 16 2 2 4 8 4 6 5 7 7
#> 17 2 2 3 8 4 5 5 7 8
#> 18 3 3 4 7 5 6 5 6 7
#> 19 2 2 5 8 4 6 5 6 8
#> 20 3 2 5 8 4 6 5 6 7
#> 21 2 2 4 8 4 6 5 7 7
#> 22 3 2 4 8 4 6 5 7 7
#> 23 3 3 5 7 5 6 5 6 7
#> 24 4 2 5 7 4 6 5 6 8
#> 25 3 2 4 8 5 6 5 7 7
#> 26 3 3 4 8 6 5 5 7 7
#> 27 3 2 4 7 4 6 5 6 7
#> 28 3 2 4 7 5 7 5 6 7
#> 29 3 3 4 8 5 6 5 7 7
#> 30 2 2 3 8 4 7 5 7 7
#> 31 3 3 4 7 5 6 5 6 8
#> 32 2 2 4 7 4 6 5 6 8
#> 33 2 2 4 8 5 6 5 6 7
#> 34 2 3 3 8 5 5 5 6 7
#> 35 3 2 4 8 4 5 5 6 7
#> 36 2 2 4 8 5 5 5 7 7
#> 37 3 3 4 8 5 6 5 6 8
#> 38 4 2 5 7 5 7 5 6 7
#> 39 2 2 3 8 5 6 5 7 7
#> 40 3 2 4 8 5 6 5 7 7
#> 41 2 3 5 8 5 6 5 6 8
#> 42 3 2 5 8 4 6 5 7 7
#> 43 3 2 4 8 4 6 5 6 8
#> 44 2 2 4 7 5 6 5 6 9
#> 45 2 2 3 8 5 5 5 6 8
#> 46 2 2 3 8 5 5 5 6 8
#> 47 3 2 5 8 5 6 5 6 7
#> 48 2 2 4 8 5 5 5 7 7
#> 49 3 2 4 7 4 5 5 6 7
#> 50 2 2 4 7 5 8 5 6 7
#> 51 3 3 4 8 5 6 5 6 7
#> 52 2 2 5 7 5 6 5 6 8
#> 53 3 2 4 8 5 5 5 7 7
#> 54 3 2 4 8 5 7 5 7 7
#> 55 2 3 3 8 5 7 5 7 7
#> 56 2 3 4 8 5 5 5 7 7
#> 57 2 2 3 8 5 6 5 7 8
#> 58 3 2 4 7 5 5 5 6 7
#> 59 3 3 5 7 4 7 5 6 7
#> 60 3 2 5 8 4 6 5 7 8
#> 61 3 2 4 8 5 6 5 7 8
#> 62 3 2 4 7 5 5 5 6 7
#> 63 3 3 4 8 6 5 5 6 7
#> 64 3 3 4 8 5 5 5 7 7
#> 65 3 2 4 7 5 6 5 6 7
#> 66 3 2 4 8 5 6 5 7 8
#> 67 4 2 5 8 4 6 5 7 8
#> 68 3 2 4 8 5 6 5 7 7
#> 69 3 2 4 8 4 6 5 7 8
#> 70 4 2 5 8 4 7 5 7 7
#> 71 3 2 4 8 5 6 5 6 8
#> 72 2 2 3 7 4 5 5 6 7
#> 73 3 2 4 8 5 5 5 7 7
#> 74 3 2 4 7 4 5 5 6 7
#> 75 2 2 3 8 5 5 5 6 7
#> 76 3 2 4 8 4 5 5 7 7
#> 77 2 2 4 8 4 5 5 7 7
#> 78 3 2 5 8 4 6 5 6 7
#> 79 3 2 4 8 5 7 5 6 7
#> 80 3 2 4 7 5 5 5 6 8
#> 81 2 2 5 8 5 6 5 7 7
#> 82 2 3 3 8 5 6 5 7 7
#> 83 3 3 4 8 5 5 5 7 7
#> 84 2 2 4 7 4 7 5 6 7
#> 85 3 2 4 8 4 5 5 7 7
#> 86 3 2 4 8 5 6 5 6 8
#> 87 2 2 4 8 4 5 5 7 7
#> 88 3 2 4 8 4 6 6 7 8
#> 89 2 2 3 8 5 7 5 6 7
#> 90 3 2 5 8 4 6 5 7 7
#> 91 2 2 4 8 5 6 5 7 7
#> 92 3 2 5 7 5 6 5 6 8
#> 93 2 2 4 8 4 6 5 7 7
#> 94 3 2 4 7 5 7 5 6 7
#> 95 3 2 4 7 5 6 5 6 8
#> 96 3 2 4 8 4 5 5 6 7
#> 97 3 2 4 8 5 6 5 7 7
#> 98 2 2 4 8 4 7 5 6 7
#> 99 3 3 4 8 6 6 5 6 7
#> 100 3 2 4 8 4 6 5 6 7
#> 101 3 3 4 8 5 6 6 7 8
#> 102 3 3 4 8 4 6 5 6 7
#> 103 3 3 4 8 4 5 5 7 7
#> 104 3 2 4 7 4 6 5 6 7
#> 105 3 2 4 8 4 6 5 7 7
#> 106 4 3 5 8 5 6 5 7 7
#> 107 2 3 4 8 5 6 5 7 7
#> 108 3 2 4 8 5 6 5 6 8
#> 109 2 2 4 8 4 6 5 7 7
#> 110 2 3 4 7 4 6 5 6 7
#> 111 3 2 4 8 4 5 5 7 7
#> 112 3 3 5 8 4 6 5 7 8
#> 113 2 3 4 7 5 6 5 6 7
#> 114 2 2 4 8 4 6 5 7 7
#> 115 3 2 5 8 5 6 5 6 8
#> 116 2 2 4 8 4 6 5 7 8
#> 117 3 3 5 7 5 6 5 6 7
#> 118 3 3 4 8 5 5 5 7 7
#> 119 2 2 3 8 5 5 6 7 7
#> 120 2 4 4 7 6 5 5 6 8
#> 121 2 2 4 8 5 5 5 7 7
#> 122 2 3 4 8 5 6 5 6 7
#> 123 3 2 5 8 5 6 5 6 7
#> 124 2 2 3 8 5 5 5 6 7
#> 125 2 2 4 7 5 5 5 6 7
#> 126 2 3 4 8 5 6 5 7 8
#> 127 2 2 5 8 5 7 5 7 7
#> 128 3 2 4 8 4 6 5 7 7
#> 129 3 2 4 7 4 6 5 6 8
#> 130 2 3 4 8 5 6 5 6 7
#> 131 2 2 3 8 4 5 5 7 7
#> 132 2 2 4 8 5 6 5 7 7
#> 133 3 2 4 8 4 6 5 6 7
#> 134 2 2 4 7 4 5 5 6 7
#> 135 3 2 4 8 5 5 5 6 7
#> 136 3 2 4 7 5 6 5 6 8
#> 137 3 2 4 8 4 5 5 7 7
#> 138 3 3 4 8 4 6 5 7 8
#> 139 2 3 4 8 5 6 5 7 7
#> 140 3 2 4 7 5 5 5 6 8
#> 141 3 2 4 8 5 5 5 6 8
#> 142 3 2 4 7 4 6 5 6 7
#> 143 2 2 3 7 4 5 5 6 7
#> 144 2 3 4 8 5 8 5 6 7
#> 145 3 2 4 8 4 8 5 6 7
#> 146 3 2 4 7 4 6 5 6 8
#> 147 3 3 4 8 6 6 5 6 7
#> 148 2 2 3 7 6 5 5 6 8
#> 149 3 3 4 8 5 6 5 7 7
#> 150 3 2 4 8 5 6 5 7 8
#> 151 4 3 5 8 4 6 5 7 7
#> 152 3 2 4 8 5 6 5 7 8
#> 153 2 2 4 8 5 5 5 7 8
#> 154 3 3 4 8 6 7 5 7 7
#> 155 2 3 3 7 5 6 5 6 7
#> 156 3 2 4 8 4 6 5 7 8
#> 157 3 2 4 8 5 6 5 7 7
#> 158 2 2 4 8 4 6 5 6 8
#> 159 3 2 4 7 4 5 5 6 8
#> 160 2 2 3 8 4 5 6 7 7
#> 161 3 2 4 8 4 5 5 6 7
#> 162 2 3 3 7 5 6 5 6 7
#> 163 2 3 4 7 5 6 5 6 7
#> 164 2 2 4 8 4 6 5 7 7
#> 165 3 3 5 8 5 6 6 7 8
#> 166 3 3 4 8 4 6 5 7 7
#> 167 2 2 3 8 4 5 5 6 7
#> 168 2 2 4 7 5 6 5 6 7
#> 169 3 2 4 7 4 6 5 6 7
#> 170 2 2 4 8 4 6 5 7 7
#> 171 3 3 4 8 5 6 5 6 7
#> 172 3 3 4 8 5 7 5 6 8
#> 173 2 2 3 8 5 5 5 7 8
#> 174 3 3 4 8 5 5 5 6 7
#> 175 3 2 4 7 4 5 5 6 8
#> 176 2 2 4 8 4 5 5 7 8
#> 177 3 3 4 8 5 6 5 7 7
#> 178 3 2 4 7 5 5 5 6 8
#> 179 2 2 3 8 4 5 6 7 7
#> 180 3 2 4 8 5 6 5 6 7
#> 181 2 2 4 8 4 5 5 7 7
#> 182 3 2 4 8 4 5 5 6 7
#> 183 4 2 5 8 5 6 5 7 8
#> 184 3 2 4 7 5 7 5 6 8
#> 185 3 2 4 8 5 7 5 6 8
#> 186 3 3 4 7 5 7 5 6 8
#> 187 2 2 3 8 5 6 5 7 7
#> 188 3 3 4 7 5 6 5 6 7
#> 189 2 2 3 8 5 5 5 6 8
#> 190 3 2 4 7 5 6 5 6 7
#> 191 3 3 4 7 4 6 5 6 7
#> 192 2 2 3 8 5 5 5 7 7
#> 193 4 2 5 8 4 6 5 6 7
#> 194 2 2 4 8 4 5 5 6 7
#> 195 2 2 4 8 4 5 5 7 7
#> 196 3 3 4 8 4 6 5 7 7
#> 197 3 2 4 8 4 5 5 7 8
#> 198 4 2 5 8 5 7 5 6 8
#> 199 3 2 4 8 5 5 5 6 7
#> 200 3 3 4 7 5 6 5 6 8
#> 201 3 3 4 8 5 6 5 7 7
#> t_inf_12 t_inf_13 t_inf_14 t_inf_15 t_inf_16 t_inf_17 t_inf_18 t_inf_19
#> 1 7 7 7 7 8 8 9 8
#> 2 9 7 7 8 8 9 9 8
#> 3 7 7 7 7 9 9 10 9
#> 4 8 7 7 8 8 9 10 8
#> 5 7 6 7 8 9 9 9 7
#> 6 7 8 6 6 8 8 9 9
#> 7 8 7 7 7 7 7 9 8
#> 8 7 7 7 8 8 7 10 8
#> 9 7 7 8 6 8 7 9 7
#> 10 7 7 7 8 8 8 9 9
#> 11 7 6 8 7 7 7 8 8
#> 12 7 7 6 7 8 8 9 8
#> 13 8 7 7 6 9 8 9 9
#> 14 7 7 8 8 8 7 8 8
#> 15 8 7 7 8 8 7 9 9
#> 16 8 6 6 8 7 7 10 9
#> 17 7 7 6 6 8 7 10 8
#> 18 6 6 8 7 9 8 9 7
#> 19 8 7 7 8 8 7 10 7
#> 20 8 7 7 7 7 7 9 8
#> 21 9 7 6 7 8 7 10 7
#> 22 7 7 7 7 7 8 8 9
#> 23 8 6 9 8 8 8 8 9
#> 24 9 7 8 8 8 7 9 9
#> 25 8 6 7 6 9 8 9 8
#> 26 7 6 6 8 9 8 8 8
#> 27 8 6 7 7 7 7 8 8
#> 28 6 6 7 7 9 7 10 8
#> 29 8 6 7 7 8 8 8 7
#> 30 6 7 6 9 8 7 8 9
#> 31 8 7 7 8 9 8 9 8
#> 32 9 6 6 7 8 7 9 7
#> 33 8 7 6 9 8 7 9 8
#> 34 6 7 7 8 7 7 9 7
#> 35 7 6 7 9 8 8 9 9
#> 36 6 7 8 8 8 8 8 7
#> 37 9 7 7 8 7 7 9 9
#> 38 9 7 8 9 9 7 9 7
#> 39 8 7 7 7 8 7 9 7
#> 40 8 6 6 8 8 7 8 9
#> 41 7 7 7 7 8 7 10 8
#> 42 7 7 7 8 7 7 9 9
#> 43 8 7 7 7 8 7 9 8
#> 44 7 6 7 7 8 7 10 7
#> 45 7 6 6 6 9 7 9 7
#> 46 7 6 7 7 9 7 8 7
#> 47 7 6 7 8 7 7 9 8
#> 48 8 6 7 8 8 7 8 8
#> 49 8 7 6 7 8 8 9 8
#> 50 6 6 8 7 8 7 9 7
#> 51 7 7 7 7 8 7 9 7
#> 52 7 6 8 6 7 7 9 8
#> 53 7 7 7 7 9 7 8 8
#> 54 8 6 7 7 8 7 10 7
#> 55 9 7 7 6 7 8 10 8
#> 56 7 7 7 8 8 7 8 8
#> 57 7 6 7 7 9 7 10 8
#> 58 9 7 7 8 7 7 8 9
#> 59 9 6 7 8 7 7 10 9
#> 60 7 7 7 6 7 7 9 8
#> 61 7 7 8 7 9 7 9 8
#> 62 8 7 7 6 7 8 9 8
#> 63 8 7 7 8 7 7 8 9
#> 64 6 6 6 9 8 8 9 8
#> 65 9 7 7 6 8 7 9 8
#> 66 8 6 7 7 9 7 10 9
#> 67 8 6 8 8 8 7 9 8
#> 68 7 6 6 7 8 7 9 9
#> 69 8 7 8 8 7 7 8 8
#> 70 9 6 8 8 8 7 9 8
#> 71 8 7 7 7 9 8 9 8
#> 72 7 6 6 7 7 7 8 8
#> 73 7 6 6 8 7 7 8 8
#> 74 7 7 7 8 8 7 8 7
#> 75 6 7 7 7 7 7 9 8
#> 76 7 6 7 6 8 7 8 9
#> 77 6 7 7 7 8 8 8 8
#> 78 7 7 8 6 7 7 9 9
#> 79 9 7 7 7 9 8 10 8
#> 80 7 6 6 8 9 7 8 8
#> 81 9 7 8 9 8 8 9 9
#> 82 8 7 7 6 8 7 10 8
#> 83 7 6 6 8 8 7 8 7
#> 84 7 7 7 8 7 7 9 8
#> 85 7 7 7 8 7 8 9 8
#> 86 7 6 7 7 9 7 9 7
#> 87 7 6 7 7 8 7 9 7
#> 88 8 7 7 8 8 8 8 8
#> 89 6 6 7 7 8 8 9 8
#> 90 9 6 6 9 7 7 9 7
#> 91 9 6 8 7 7 7 9 8
#> 92 8 7 8 7 8 7 8 8
#> 93 7 7 8 7 8 7 8 8
#> 94 7 7 8 6 9 7 9 7
#> 95 9 7 7 6 9 8 9 8
#> 96 8 7 7 7 8 7 8 8
#> 97 8 6 8 8 8 7 9 8
#> 98 8 7 7 7 7 8 11 9
#> 99 7 6 7 8 8 8 9 9
#> 100 6 6 7 7 7 7 8 8
#> 101 7 7 6 6 9 7 9 8
#> 102 8 7 8 8 7 7 9 9
#> 103 9 7 8 7 7 8 9 7
#> 104 9 7 8 7 7 7 10 7
#> 105 9 6 8 6 7 7 9 7
#> 106 7 7 7 8 8 8 8 8
#> 107 7 7 7 7 8 7 9 8
#> 108 9 7 6 7 9 7 9 8
#> 109 7 6 7 7 8 7 8 7
#> 110 8 7 6 7 7 7 9 7
#> 111 6 7 7 8 8 7 8 7
#> 112 9 7 8 7 7 7 10 9
#> 113 7 7 7 7 7 7 9 8
#> 114 8 6 7 7 8 7 9 8
#> 115 8 7 6 7 9 7 9 7
#> 116 6 6 6 7 8 7 9 8
#> 117 7 8 8 7 8 7 8 8
#> 118 9 7 8 8 9 7 8 8
#> 119 7 7 6 9 7 7 8 9
#> 120 6 7 6 7 9 7 8 8
#> 121 6 6 6 8 7 7 8 8
#> 122 8 6 8 7 8 7 8 8
#> 123 7 6 9 8 8 7 9 8
#> 124 6 7 6 7 7 8 8 8
#> 125 7 7 7 7 7 7 9 8
#> 126 8 6 8 6 8 7 9 8
#> 127 8 6 7 9 9 7 8 8
#> 128 9 6 6 8 7 7 8 8
#> 129 7 6 7 8 7 7 10 7
#> 130 7 6 8 8 8 8 10 8
#> 131 6 6 6 7 8 7 9 7
#> 132 8 7 6 8 8 7 9 8
#> 133 7 7 8 7 7 8 9 7
#> 134 6 7 7 8 7 7 9 7
#> 135 7 6 8 8 8 7 8 7
#> 136 8 7 7 8 8 8 8 8
#> 137 8 6 7 7 7 7 9 8
#> 138 8 6 7 7 7 7 9 8
#> 139 8 6 7 8 8 7 9 8
#> 140 7 6 7 7 7 8 9 7
#> 141 6 7 7 8 7 7 9 8
#> 142 9 7 7 7 7 8 9 8
#> 143 8 6 6 6 8 7 9 8
#> 144 6 6 7 8 8 7 9 8
#> 145 7 6 8 7 7 7 10 8
#> 146 7 7 6 8 7 7 9 8
#> 147 7 6 8 7 10 8 10 8
#> 148 7 6 6 7 8 7 9 8
#> 149 8 7 7 7 8 8 9 8
#> 150 7 6 6 7 8 7 8 8
#> 151 8 8 7 7 7 7 9 7
#> 152 8 7 7 8 9 7 9 8
#> 153 7 7 8 7 9 7 9 8
#> 154 8 7 7 7 8 7 9 7
#> 155 8 7 6 7 7 7 8 9
#> 156 7 7 6 8 7 7 8 7
#> 157 8 6 8 7 8 7 9 7
#> 158 8 6 7 7 8 8 9 8
#> 159 9 7 6 7 7 7 8 9
#> 160 8 8 6 7 8 7 9 8
#> 161 8 7 7 8 7 7 8 8
#> 162 7 6 6 6 9 7 8 7
#> 163 8 7 7 7 8 7 9 7
#> 164 7 7 8 7 8 7 8 8
#> 165 8 7 7 8 8 8 9 9
#> 166 8 7 8 7 8 7 9 7
#> 167 7 7 7 7 7 8 9 8
#> 168 7 7 8 6 8 7 8 8
#> 169 8 7 6 7 8 7 9 8
#> 170 6 7 7 7 8 7 8 7
#> 171 8 7 7 8 8 7 9 9
#> 172 6 7 8 6 9 8 9 9
#> 173 7 7 7 6 7 8 9 7
#> 174 9 7 7 8 9 8 9 8
#> 175 9 7 8 6 8 7 8 7
#> 176 7 7 6 8 8 7 8 8
#> 177 8 7 8 6 8 7 10 9
#> 178 9 7 7 7 8 7 9 8
#> 179 9 7 9 6 7 7 8 9
#> 180 7 6 8 6 7 7 9 8
#> 181 7 6 7 6 7 8 9 9
#> 182 8 7 6 7 8 8 9 7
#> 183 8 7 7 7 7 7 10 7
#> 184 6 6 6 8 7 7 9 7
#> 185 6 7 7 7 7 8 11 7
#> 186 6 6 7 7 7 8 10 8
#> 187 7 7 6 7 8 8 9 8
#> 188 7 6 7 7 7 7 9 9
#> 189 9 7 6 6 9 8 8 8
#> 190 8 7 7 7 8 8 9 8
#> 191 9 7 6 7 7 7 10 8
#> 192 7 7 6 7 9 7 8 9
#> 193 8 7 7 9 7 7 8 8
#> 194 8 7 7 8 7 7 9 8
#> 195 7 7 7 9 7 7 8 8
#> 196 7 8 7 7 7 7 8 8
#> 197 6 6 7 6 8 7 9 8
#> 198 8 7 8 6 9 8 10 8
#> 199 7 6 7 8 9 7 9 8
#> 200 8 7 7 8 7 7 10 9
#> 201 8 7 7 6 8 8 9 8
#> t_inf_20 t_inf_21 t_inf_22 t_inf_23 t_inf_24 t_inf_25 t_inf_26 t_inf_27
#> 1 10 9 10 8 9 8 8 10
#> 2 9 11 10 9 10 9 7 11
#> 3 10 8 10 9 11 9 7 11
#> 4 9 9 11 9 9 9 7 11
#> 5 9 10 10 9 9 8 8 12
#> 6 11 9 10 10 10 10 9 11
#> 7 9 8 9 8 11 8 8 9
#> 8 10 8 11 8 9 9 9 9
#> 9 9 9 10 8 9 9 10 9
#> 10 10 9 10 8 9 8 10 10
#> 11 9 11 11 8 9 9 9 9
#> 12 11 10 10 8 9 9 9 9
#> 13 10 9 10 10 10 9 9 10
#> 14 11 9 9 10 9 9 9 10
#> 15 10 10 10 9 9 8 9 10
#> 16 9 11 10 8 9 8 9 10
#> 17 11 11 11 8 9 9 9 10
#> 18 9 9 10 8 10 9 10 10
#> 19 9 9 11 9 10 9 9 9
#> 20 9 9 11 9 9 8 9 10
#> 21 11 10 11 9 10 9 8 10
#> 22 10 11 9 9 9 9 9 9
#> 23 10 10 9 8 9 7 10 11
#> 24 10 10 10 8 10 9 10 10
#> 25 9 10 9 9 10 8 9 11
#> 26 11 11 10 9 8 9 10 11
#> 27 10 9 10 9 10 9 10 10
#> 28 10 10 10 7 10 9 9 11
#> 29 11 10 10 9 10 7 9 11
#> 30 10 9 11 9 9 9 8 10
#> 31 10 9 11 9 10 9 9 10
#> 32 9 10 11 7 10 8 8 11
#> 33 10 9 9 10 9 10 10 10
#> 34 9 10 10 8 9 9 9 10
#> 35 10 10 10 8 9 9 10 10
#> 36 10 9 10 9 9 9 9 9
#> 37 9 10 10 9 9 9 9 9
#> 38 10 9 9 9 10 9 9 11
#> 39 9 11 9 9 10 8 9 10
#> 40 10 10 11 8 10 8 9 10
#> 41 10 10 10 9 10 10 8 10
#> 42 10 10 10 9 10 9 8 11
#> 43 10 10 10 8 11 8 9 9
#> 44 9 10 11 7 9 9 10 10
#> 45 10 9 10 8 10 8 9 11
#> 46 10 11 11 8 8 10 9 10
#> 47 10 11 10 8 9 8 9 10
#> 48 9 8 10 9 9 9 8 10
#> 49 9 9 9 9 10 9 10 10
#> 50 9 10 11 8 10 9 9 10
#> 51 9 11 9 10 8 9 9 10
#> 52 9 10 10 9 10 7 9 11
#> 53 10 9 10 8 10 8 8 10
#> 54 10 11 11 9 9 8 9 9
#> 55 10 9 10 9 10 9 9 10
#> 56 11 10 10 8 9 8 8 9
#> 57 9 10 11 10 8 8 9 10
#> 58 9 8 11 8 10 8 10 10
#> 59 9 10 10 8 8 8 10 11
#> 60 11 9 10 8 11 9 8 9
#> 61 9 10 11 9 10 9 8 10
#> 62 10 8 9 10 9 8 10 10
#> 63 10 10 10 9 9 10 9 9
#> 64 10 10 11 9 9 9 10 10
#> 65 10 9 9 9 10 9 9 10
#> 66 10 10 10 7 8 9 9 10
#> 67 10 10 10 8 9 8 9 9
#> 68 10 9 11 9 9 8 10 10
#> 69 11 9 10 8 9 10 8 10
#> 70 9 10 9 9 8 8 8 10
#> 71 9 10 11 9 9 9 10 9
#> 72 9 9 10 9 8 9 10 10
#> 73 11 9 11 9 8 8 9 10
#> 74 9 11 11 9 10 9 10 9
#> 75 10 10 9 8 9 10 9 11
#> 76 10 9 10 7 9 8 9 11
#> 77 10 10 10 9 10 9 9 10
#> 78 10 10 9 9 10 10 10 11
#> 79 11 9 10 10 9 9 10 11
#> 80 9 10 10 8 10 8 8 10
#> 81 10 10 11 9 9 9 9 10
#> 82 10 9 10 9 9 9 8 11
#> 83 10 9 10 7 8 8 8 11
#> 84 10 8 10 9 10 8 10 10
#> 85 10 9 10 9 10 9 10 10
#> 86 10 10 11 8 8 8 9 10
#> 87 11 9 10 9 9 9 9 9
#> 88 9 9 10 8 9 9 9 10
#> 89 9 10 9 8 9 7 9 10
#> 90 9 9 10 9 10 8 10 11
#> 91 9 9 11 8 9 9 9 11
#> 92 9 11 12 9 10 10 10 10
#> 93 11 9 10 9 10 10 10 11
#> 94 9 10 11 8 9 9 9 10
#> 95 9 10 11 10 9 8 9 10
#> 96 10 9 10 9 9 10 10 9
#> 97 10 8 9 7 9 8 9 10
#> 98 9 10 11 9 10 8 10 12
#> 99 9 9 10 7 10 10 9 11
#> 100 10 9 9 9 9 9 8 10
#> 101 11 10 10 9 9 10 10 11
#> 102 10 11 11 9 10 9 10 10
#> 103 11 9 10 8 9 8 9 10
#> 104 10 9 10 9 10 9 8 10
#> 105 11 9 9 8 10 7 8 10
#> 106 11 11 10 9 10 9 9 10
#> 107 11 10 11 9 10 8 9 9
#> 108 10 11 9 9 10 8 10 11
#> 109 9 9 11 9 10 8 10 10
#> 110 10 10 10 10 11 9 9 10
#> 111 9 9 10 9 9 8 9 10
#> 112 10 10 12 8 10 9 8 10
#> 113 9 10 10 9 10 8 9 9
#> 114 11 10 11 8 8 8 9 10
#> 115 10 10 10 9 10 10 10 9
#> 116 9 11 12 9 9 10 9 10
#> 117 9 9 10 10 10 10 9 10
#> 118 10 10 10 9 9 9 9 9
#> 119 10 9 9 10 9 9 9 11
#> 120 10 10 12 10 10 9 9 9
#> 121 9 9 10 9 9 8 8 11
#> 122 10 9 10 7 9 8 10 9
#> 123 10 9 10 7 9 9 8 11
#> 124 9 8 11 9 10 9 9 10
#> 125 10 9 9 9 9 9 9 11
#> 126 9 10 10 8 10 7 8 11
#> 127 10 10 10 8 9 9 9 10
#> 128 10 9 10 9 10 7 9 11
#> 129 9 9 11 7 10 8 10 10
#> 130 10 10 10 8 9 9 9 9
#> 131 10 9 9 9 9 8 8 10
#> 132 10 10 9 8 10 9 9 10
#> 133 10 9 11 9 10 9 9 11
#> 134 10 10 10 9 8 10 9 10
#> 135 11 11 10 8 8 8 9 10
#> 136 9 11 9 10 9 10 9 9
#> 137 11 10 11 8 8 9 10 9
#> 138 10 11 10 8 9 8 10 10
#> 139 9 10 10 8 9 9 9 10
#> 140 10 11 9 8 9 8 9 11
#> 141 10 11 10 9 10 8 8 10
#> 142 11 9 10 10 9 9 10 10
#> 143 10 10 10 9 9 8 9 11
#> 144 10 9 9 8 8 9 9 10
#> 145 10 9 9 9 10 8 10 11
#> 146 10 9 11 8 10 9 9 10
#> 147 11 10 10 8 9 9 10 10
#> 148 9 10 11 9 10 9 9 10
#> 149 10 10 9 9 10 9 10 11
#> 150 11 10 10 7 9 8 9 10
#> 151 11 9 10 9 9 9 9 10
#> 152 9 10 11 10 9 10 9 10
#> 153 10 10 12 10 10 8 8 9
#> 154 11 9 11 8 9 9 10 10
#> 155 10 9 9 9 9 9 9 9
#> 156 9 10 11 9 9 8 9 11
#> 157 10 9 9 9 9 8 9 10
#> 158 10 10 11 9 8 9 10 10
#> 159 10 10 11 9 10 9 8 11
#> 160 11 9 10 9 11 9 9 10
#> 161 10 10 9 9 8 9 9 10
#> 162 10 10 10 9 10 7 8 10
#> 163 10 10 10 8 9 8 9 11
#> 164 10 11 10 8 8 9 9 10
#> 165 9 10 10 9 9 8 10 10
#> 166 9 10 9 10 10 8 10 10
#> 167 9 8 11 9 10 9 10 10
#> 168 9 10 10 10 8 8 9 11
#> 169 10 9 10 9 10 9 9 10
#> 170 10 8 9 9 10 9 9 10
#> 171 9 9 10 9 9 9 9 9
#> 172 10 10 10 10 9 10 10 10
#> 173 10 11 11 8 9 9 10 11
#> 174 10 10 9 10 10 9 9 9
#> 175 10 10 10 9 10 9 9 9
#> 176 10 10 10 9 9 8 10 9
#> 177 11 9 10 9 10 8 9 11
#> 178 10 10 11 9 10 9 9 11
#> 179 10 10 10 9 11 9 9 10
#> 180 9 10 11 9 8 8 10 11
#> 181 9 10 11 9 9 8 9 10
#> 182 10 10 9 10 10 9 9 12
#> 183 11 10 10 8 9 9 8 10
#> 184 10 10 11 7 8 9 9 9
#> 185 9 10 10 9 9 9 9 10
#> 186 9 10 11 8 10 9 9 10
#> 187 11 10 11 10 10 10 9 10
#> 188 10 10 11 9 10 9 9 9
#> 189 9 10 11 9 10 8 9 10
#> 190 10 9 10 8 10 8 9 11
#> 191 10 10 10 10 10 9 9 10
#> 192 11 9 10 9 9 9 9 11
#> 193 9 9 10 9 9 9 9 9
#> 194 10 10 11 9 9 8 10 11
#> 195 10 10 11 9 11 9 9 10
#> 196 10 9 11 9 10 10 9 11
#> 197 10 10 11 8 9 8 9 10
#> 198 9 10 11 9 9 10 10 11
#> 199 9 10 11 9 8 8 8 9
#> 200 10 10 11 8 11 8 10 11
#> 201 10 9 9 8 9 9 9 10
#> t_inf_28 t_inf_29 t_inf_30 kappa_1 kappa_2 kappa_3 kappa_4 kappa_5 kappa_6
#> 1 9 11 11 NA 1 1 NA 1 1
#> 2 10 10 10 NA 1 1 NA 1 1
#> 3 10 10 11 NA 1 1 NA 1 1
#> 4 11 10 10 NA 1 1 NA 1 1
#> 5 11 11 10 NA 1 1 NA 1 1
#> 6 9 11 11 NA 1 1 NA 1 1
#> 7 8 10 10 NA 1 1 NA 1 1
#> 8 11 11 10 NA 1 1 NA 1 1
#> 9 9 10 11 NA 1 1 NA 1 1
#> 10 9 11 10 NA 1 1 NA 1 1
#> 11 10 11 10 NA 1 1 NA 1 1
#> 12 9 10 10 NA 1 1 NA 1 1
#> 13 9 11 10 NA 1 1 NA 1 1
#> 14 10 10 10 NA 1 1 NA 1 1
#> 15 9 10 11 NA 1 1 NA 1 1
#> 16 9 10 10 NA 1 1 NA 1 1
#> 17 10 10 11 NA 1 1 NA 1 1
#> 18 9 10 10 NA 1 1 NA 1 1
#> 19 9 10 10 NA 1 1 NA 1 1
#> 20 8 10 10 NA 1 1 NA 1 1
#> 21 9 11 10 NA 1 1 NA 1 1
#> 22 8 10 11 NA 1 1 NA 1 1
#> 23 10 10 10 NA 1 1 NA 1 1
#> 24 10 10 11 NA 1 1 NA 1 1
#> 25 10 11 10 NA 1 1 NA 1 1
#> 26 10 10 10 NA 1 1 NA 1 1
#> 27 8 10 10 NA 1 1 NA 1 1
#> 28 9 10 10 NA 1 1 NA 1 1
#> 29 8 10 10 NA 1 1 NA 1 1
#> 30 9 10 10 NA 1 1 NA 1 1
#> 31 8 10 11 NA 1 1 NA 1 1
#> 32 10 10 10 NA 1 1 NA 1 1
#> 33 10 10 11 NA 1 1 NA 1 1
#> 34 10 10 11 NA 1 1 NA 1 1
#> 35 8 10 10 NA 1 1 NA 1 1
#> 36 8 10 11 NA 1 1 NA 1 1
#> 37 8 10 10 NA 1 1 NA 1 1
#> 38 8 10 10 NA 1 1 NA 1 1
#> 39 8 10 11 NA 1 1 NA 1 1
#> 40 9 10 10 NA 1 1 NA 1 1
#> 41 8 10 10 NA 1 1 NA 1 1
#> 42 10 10 10 NA 1 1 NA 1 1
#> 43 9 10 10 NA 1 1 NA 1 1
#> 44 8 10 10 NA 1 1 NA 1 1
#> 45 8 10 10 NA 1 1 NA 1 1
#> 46 10 10 10 NA 1 1 NA 1 1
#> 47 8 10 10 NA 1 1 NA 1 1
#> 48 9 10 10 NA 1 1 NA 1 1
#> 49 10 10 10 NA 1 1 NA 1 1
#> 50 8 10 10 NA 1 1 NA 1 1
#> 51 9 10 11 NA 1 1 NA 1 1
#> 52 9 10 10 NA 1 1 NA 1 1
#> 53 8 10 10 NA 1 1 NA 1 1
#> 54 10 11 10 NA 1 1 NA 1 1
#> 55 9 10 10 NA 1 1 NA 1 1
#> 56 10 10 11 NA 1 1 NA 1 1
#> 57 10 11 10 NA 1 1 NA 1 1
#> 58 10 10 10 NA 1 1 NA 1 1
#> 59 10 10 10 NA 1 1 NA 1 1
#> 60 9 11 10 NA 1 1 NA 1 1
#> 61 9 10 10 NA 1 1 NA 1 1
#> 62 8 10 11 NA 1 1 NA 1 1
#> 63 8 10 11 NA 1 1 NA 1 1
#> 64 10 10 10 NA 1 1 NA 1 1
#> 65 8 10 10 NA 1 1 NA 1 1
#> 66 9 10 10 NA 1 1 NA 1 1
#> 67 9 11 10 NA 1 1 NA 1 1
#> 68 10 11 10 NA 1 1 NA 1 1
#> 69 10 11 10 NA 1 1 NA 1 1
#> 70 10 10 10 NA 1 1 NA 1 1
#> 71 10 10 11 NA 1 1 NA 1 1
#> 72 8 10 10 NA 1 1 NA 1 1
#> 73 10 11 10 NA 1 1 NA 1 1
#> 74 10 10 11 NA 1 1 NA 1 1
#> 75 10 10 11 NA 1 1 NA 1 1
#> 76 8 10 10 NA 1 1 NA 1 1
#> 77 9 10 10 NA 1 1 NA 1 1
#> 78 9 10 11 NA 1 1 NA 1 1
#> 79 9 10 10 NA 1 1 NA 1 1
#> 80 10 10 10 NA 1 1 NA 1 1
#> 81 9 11 10 NA 1 1 NA 1 1
#> 82 8 11 11 NA 1 1 NA 1 1
#> 83 9 11 10 NA 1 1 NA 1 1
#> 84 10 10 11 NA 1 1 NA 1 1
#> 85 9 11 10 NA 1 1 NA 1 1
#> 86 9 10 10 NA 1 1 NA 1 1
#> 87 10 11 10 NA 1 1 NA 1 1
#> 88 9 10 11 NA 1 1 NA 1 1
#> 89 9 10 12 NA 1 1 NA 1 1
#> 90 8 10 10 NA 1 1 NA 1 1
#> 91 10 10 10 NA 1 1 NA 1 1
#> 92 8 10 10 NA 1 1 NA 1 1
#> 93 8 10 10 NA 1 1 NA 1 1
#> 94 10 10 11 NA 1 1 NA 1 1
#> 95 9 10 10 NA 1 1 NA 1 1
#> 96 10 10 10 NA 1 1 NA 1 1
#> 97 9 10 10 NA 1 1 NA 1 1
#> 98 11 10 10 NA 1 1 NA 1 1
#> 99 9 10 10 NA 1 1 NA 1 1
#> 100 9 10 10 NA 1 1 NA 1 1
#> 101 10 10 11 NA 1 1 NA 1 1
#> 102 9 10 11 NA 1 1 NA 1 1
#> 103 8 10 11 NA 1 1 NA 1 1
#> 104 8 10 10 NA 1 1 NA 1 1
#> 105 9 10 10 NA 1 1 NA 1 1
#> 106 9 11 11 NA 1 1 NA 1 1
#> 107 9 10 11 NA 1 1 NA 1 1
#> 108 10 10 10 NA 1 1 NA 1 1
#> 109 8 11 10 NA 1 1 NA 1 1
#> 110 8 10 10 NA 1 1 NA 1 1
#> 111 9 11 11 NA 1 1 NA 1 1
#> 112 10 10 10 NA 1 1 NA 1 1
#> 113 8 10 10 NA 1 1 NA 1 1
#> 114 9 10 10 NA 1 1 NA 1 1
#> 115 9 10 11 NA 1 1 NA 1 1
#> 116 9 10 10 NA 1 1 NA 1 1
#> 117 11 10 11 NA 1 1 NA 1 1
#> 118 9 10 11 NA 1 1 NA 1 1
#> 119 9 11 11 NA 1 1 NA 1 1
#> 120 9 10 10 NA 1 1 NA 1 1
#> 121 10 10 10 NA 1 1 NA 1 1
#> 122 10 10 10 NA 1 1 NA 1 1
#> 123 8 10 10 NA 1 1 NA 1 1
#> 124 9 10 10 NA 1 1 NA 1 1
#> 125 8 10 10 NA 1 1 NA 1 1
#> 126 9 10 10 NA 1 1 NA 1 1
#> 127 8 10 10 NA 1 1 NA 1 1
#> 128 8 10 10 NA 1 1 NA 1 1
#> 129 9 10 10 NA 1 1 NA 1 1
#> 130 8 10 10 NA 1 1 NA 1 1
#> 131 8 10 10 NA 1 1 NA 1 1
#> 132 11 10 10 NA 1 1 NA 1 1
#> 133 9 10 10 NA 1 1 NA 1 1
#> 134 8 10 10 NA 1 1 NA 1 1
#> 135 9 10 10 NA 1 1 NA 1 1
#> 136 9 10 10 NA 1 1 NA 1 1
#> 137 9 11 10 NA 1 1 NA 1 1
#> 138 11 11 10 NA 1 1 NA 1 1
#> 139 9 10 10 NA 1 1 NA 1 1
#> 140 9 10 10 NA 1 1 NA 1 1
#> 141 9 10 11 NA 1 1 NA 1 1
#> 142 8 10 10 NA 1 1 NA 1 1
#> 143 8 10 10 NA 1 1 NA 1 1
#> 144 9 10 10 NA 1 1 NA 1 1
#> 145 9 10 10 NA 1 1 NA 1 1
#> 146 10 10 10 NA 1 1 NA 1 1
#> 147 10 10 10 NA 1 1 NA 1 1
#> 148 9 10 10 NA 1 1 NA 1 1
#> 149 9 10 10 NA 1 1 NA 1 1
#> 150 9 10 10 NA 1 1 NA 1 1
#> 151 9 11 11 NA 1 1 NA 1 1
#> 152 10 10 10 NA 1 1 NA 1 1
#> 153 9 10 11 NA 1 1 NA 1 1
#> 154 9 10 10 NA 1 1 NA 1 1
#> 155 8 10 10 NA 1 1 NA 1 1
#> 156 10 10 11 NA 1 1 NA 1 1
#> 157 10 10 10 NA 1 1 NA 1 1
#> 158 10 10 10 NA 1 1 NA 1 1
#> 159 9 10 10 NA 1 1 NA 1 1
#> 160 9 10 12 NA 1 1 NA 1 1
#> 161 8 10 10 NA 1 1 NA 1 1
#> 162 8 10 10 NA 1 1 NA 1 1
#> 163 9 10 10 NA 1 1 NA 1 1
#> 164 10 10 10 NA 1 1 NA 1 1
#> 165 8 10 11 NA 1 1 NA 1 1
#> 166 8 11 10 NA 1 1 NA 1 1
#> 167 9 10 10 NA 1 1 NA 1 1
#> 168 9 10 11 NA 1 1 NA 1 1
#> 169 8 10 10 NA 1 1 NA 1 1
#> 170 11 11 10 NA 1 1 NA 1 1
#> 171 10 10 10 NA 1 1 NA 1 1
#> 172 8 10 10 NA 1 1 NA 1 1
#> 173 10 10 10 NA 1 1 NA 1 1
#> 174 8 10 10 NA 1 1 NA 1 1
#> 175 9 10 11 NA 1 1 NA 1 1
#> 176 10 10 11 NA 1 1 NA 1 1
#> 177 10 11 10 NA 1 1 NA 1 1
#> 178 8 10 11 NA 1 1 NA 1 1
#> 179 9 10 11 NA 1 1 NA 1 1
#> 180 8 10 10 NA 1 1 NA 1 1
#> 181 10 11 10 NA 1 1 NA 1 1
#> 182 9 10 10 NA 1 1 NA 1 1
#> 183 10 10 11 NA 1 1 NA 1 1
#> 184 10 10 10 NA 1 1 NA 1 1
#> 185 9 10 11 NA 1 1 NA 1 1
#> 186 11 10 10 NA 1 1 NA 1 1
#> 187 9 10 11 NA 1 1 NA 1 1
#> 188 8 10 10 NA 1 1 NA 1 1
#> 189 11 10 11 NA 2 1 NA 1 1
#> 190 8 10 11 NA 1 1 NA 1 1
#> 191 9 10 10 NA 1 1 NA 1 1
#> 192 10 11 10 NA 2 1 NA 1 1
#> 193 9 10 11 NA 1 1 NA 1 1
#> 194 10 10 10 NA 1 1 NA 1 1
#> 195 8 10 11 NA 1 1 NA 1 1
#> 196 8 10 10 NA 1 1 NA 1 1
#> 197 9 10 10 NA 1 1 NA 1 1
#> 198 10 10 10 NA 1 1 NA 1 1
#> 199 10 10 10 NA 1 1 NA 1 1
#> 200 9 10 11 NA 1 1 NA 1 1
#> 201 11 10 11 NA 1 1 NA 1 1
#> kappa_7 kappa_8 kappa_9 kappa_10 kappa_11 kappa_12 kappa_13 kappa_14
#> 1 1 1 1 1 1 1 1 1
#> 2 1 1 2 1 1 1 1 1
#> 3 1 1 1 1 1 1 1 1
#> 4 1 1 1 1 1 1 1 1
#> 5 1 1 2 1 2 1 1 1
#> 6 1 1 2 1 2 1 1 1
#> 7 1 1 2 1 1 1 1 1
#> 8 1 1 2 1 1 1 1 1
#> 9 1 1 1 1 1 1 1 1
#> 10 1 1 1 2 1 1 1 1
#> 11 1 1 1 1 1 1 1 1
#> 12 1 1 2 1 1 1 1 1
#> 13 1 1 1 1 2 1 1 1
#> 14 1 1 1 1 1 1 1 1
#> 15 1 1 1 1 1 1 1 1
#> 16 1 1 2 1 1 1 1 1
#> 17 1 1 1 1 1 1 1 1
#> 18 1 1 1 2 1 1 1 1
#> 19 1 1 1 1 1 1 1 1
#> 20 1 1 2 1 1 1 1 1
#> 21 1 1 2 1 1 1 1 1
#> 22 1 1 1 1 1 1 1 1
#> 23 1 1 1 1 1 1 1 1
#> 24 1 1 1 1 1 1 1 1
#> 25 1 1 2 1 1 1 1 1
#> 26 1 1 2 1 1 1 1 1
#> 27 1 1 1 1 1 1 1 1
#> 28 1 1 1 1 1 1 1 1
#> 29 1 1 1 1 1 1 1 1
#> 30 1 1 1 1 1 1 1 1
#> 31 1 1 2 1 1 1 1 1
#> 32 1 1 2 1 1 1 1 1
#> 33 1 1 3 1 1 1 1 1
#> 34 1 1 1 1 1 1 1 1
#> 35 1 1 1 1 2 1 1 1
#> 36 1 1 1 1 1 1 1 1
#> 37 1 1 1 1 1 1 1 1
#> 38 1 1 1 1 1 1 1 1
#> 39 1 1 2 1 1 1 1 1
#> 40 1 1 1 1 1 1 1 1
#> 41 1 1 1 1 1 1 1 1
#> 42 1 1 1 1 1 1 1 1
#> 43 1 1 2 1 1 1 1 1
#> 44 1 1 1 1 1 1 1 1
#> 45 1 1 2 1 1 1 1 1
#> 46 1 1 1 1 1 1 1 1
#> 47 1 1 1 1 1 1 1 1
#> 48 1 1 1 1 1 1 1 1
#> 49 1 1 1 1 1 1 1 1
#> 50 1 1 1 1 1 1 1 1
#> 51 1 1 1 1 1 1 1 1
#> 52 1 1 1 1 1 1 1 1
#> 53 1 1 2 1 1 1 1 1
#> 54 1 1 2 1 1 2 1 1
#> 55 1 1 1 1 1 1 1 1
#> 56 1 1 1 1 1 1 1 1
#> 57 1 1 1 1 1 1 1 1
#> 58 1 1 1 1 1 1 1 1
#> 59 1 1 1 1 1 1 1 1
#> 60 1 1 1 1 1 1 1 1
#> 61 1 1 1 1 1 1 1 1
#> 62 1 1 1 1 1 1 1 1
#> 63 1 1 1 1 1 1 1 1
#> 64 1 1 1 1 2 1 1 1
#> 65 1 1 1 1 1 1 1 1
#> 66 1 1 1 1 1 1 1 1
#> 67 1 1 1 1 2 1 1 1
#> 68 1 1 1 1 1 1 1 1
#> 69 1 1 2 1 1 1 1 1
#> 70 1 1 2 1 1 1 1 1
#> 71 1 1 1 1 1 1 1 1
#> 72 1 1 2 1 1 1 1 1
#> 73 1 1 1 1 1 1 1 1
#> 74 1 1 2 1 2 1 1 1
#> 75 1 1 1 1 1 1 1 1
#> 76 1 1 1 1 1 1 1 1
#> 77 1 1 3 1 1 1 1 1
#> 78 1 1 2 1 1 1 1 1
#> 79 1 1 2 1 1 1 1 1
#> 80 1 1 1 1 1 1 1 1
#> 81 1 1 2 1 1 1 1 1
#> 82 1 1 1 1 1 1 1 1
#> 83 1 1 2 1 1 1 1 1
#> 84 1 1 1 1 1 1 1 1
#> 85 1 1 1 1 1 1 1 1
#> 86 1 1 1 1 1 1 1 1
#> 87 1 1 2 1 1 1 1 1
#> 88 1 1 2 1 1 1 1 1
#> 89 1 1 2 1 1 1 1 1
#> 90 1 1 1 1 1 1 1 1
#> 91 1 1 1 1 1 1 1 1
#> 92 1 1 1 1 1 1 1 1
#> 93 1 1 2 1 1 1 1 1
#> 94 1 1 2 1 1 1 1 1
#> 95 1 1 1 1 1 1 1 1
#> 96 1 1 1 1 1 1 1 1
#> 97 1 1 1 1 1 1 1 1
#> 98 1 1 1 1 1 1 1 1
#> 99 1 1 1 1 1 1 1 1
#> 100 1 1 1 1 2 1 1 1
#> 101 1 1 1 1 1 1 1 1
#> 102 1 1 1 1 1 1 1 1
#> 103 1 1 1 1 1 1 1 1
#> 104 1 1 1 1 1 1 1 1
#> 105 1 1 1 1 1 1 1 1
#> 106 1 1 1 1 1 1 1 1
#> 107 1 1 1 1 1 1 1 1
#> 108 1 1 1 1 2 1 1 1
#> 109 1 1 1 1 1 1 1 1
#> 110 1 1 1 1 1 1 1 1
#> 111 1 1 1 1 1 1 1 1
#> 112 1 1 1 1 1 1 1 1
#> 113 1 1 1 1 1 1 1 1
#> 114 1 1 1 1 1 1 1 1
#> 115 1 1 2 1 1 1 1 1
#> 116 1 1 1 1 1 1 1 1
#> 117 1 1 1 1 1 1 1 1
#> 118 1 1 1 1 1 1 1 1
#> 119 1 1 1 1 2 1 1 1
#> 120 1 1 1 1 1 1 1 1
#> 121 1 1 1 1 1 1 1 1
#> 122 1 1 1 1 1 1 1 1
#> 123 1 1 1 1 1 1 1 1
#> 124 1 1 2 1 1 1 1 1
#> 125 1 1 1 1 1 1 1 1
#> 126 1 1 1 1 1 1 1 1
#> 127 1 1 2 1 2 1 1 1
#> 128 1 1 2 1 1 1 1 1
#> 129 1 1 1 1 2 1 1 1
#> 130 1 1 1 1 1 1 1 1
#> 131 1 1 1 1 1 1 1 1
#> 132 1 1 1 1 1 1 1 1
#> 133 1 1 1 1 1 1 1 1
#> 134 1 1 1 1 1 1 1 1
#> 135 1 1 2 1 1 1 1 1
#> 136 1 1 2 1 1 1 1 1
#> 137 1 1 2 1 1 1 1 1
#> 138 1 1 1 1 1 1 1 1
#> 139 1 1 1 1 1 1 1 1
#> 140 1 1 1 1 1 1 1 1
#> 141 1 1 1 1 1 1 1 1
#> 142 1 1 1 1 2 1 1 1
#> 143 1 1 2 1 1 1 1 1
#> 144 1 1 1 1 1 1 1 1
#> 145 1 1 1 1 1 1 1 1
#> 146 1 1 2 1 1 1 1 1
#> 147 1 1 1 1 1 1 1 1
#> 148 1 1 1 1 1 1 1 1
#> 149 1 1 1 1 1 1 1 1
#> 150 1 1 2 1 1 1 1 1
#> 151 1 1 1 1 1 1 1 1
#> 152 1 1 2 1 1 1 1 1
#> 153 1 1 2 1 1 1 1 1
#> 154 1 1 1 1 2 1 1 1
#> 155 1 1 1 1 2 1 1 1
#> 156 1 1 1 1 1 1 1 1
#> 157 1 1 1 1 1 1 1 1
#> 158 1 1 1 1 1 1 1 1
#> 159 1 1 1 1 1 1 1 1
#> 160 1 1 2 1 1 1 1 1
#> 161 1 1 1 1 1 1 1 1
#> 162 1 1 1 1 1 1 1 1
#> 163 1 1 1 1 1 1 1 1
#> 164 1 1 1 1 1 1 1 1
#> 165 1 1 1 1 1 1 1 1
#> 166 1 1 1 1 1 1 1 1
#> 167 1 1 1 1 1 1 1 1
#> 168 1 1 1 1 1 1 1 1
#> 169 1 1 1 1 1 1 1 1
#> 170 1 1 1 1 1 1 1 1
#> 171 1 1 1 1 1 1 1 1
#> 172 1 1 1 1 1 1 1 1
#> 173 1 1 1 1 1 1 1 1
#> 174 1 1 1 1 1 1 1 1
#> 175 1 1 1 1 2 1 1 1
#> 176 1 1 1 1 1 1 1 1
#> 177 1 1 1 1 1 1 1 1
#> 178 1 1 1 1 1 1 1 1
#> 179 1 1 1 1 1 1 1 1
#> 180 1 1 1 1 1 1 1 1
#> 181 1 1 1 1 1 1 1 1
#> 182 1 1 1 1 1 1 1 1
#> 183 1 1 2 1 1 1 1 1
#> 184 1 1 1 1 1 1 1 1
#> 185 1 1 1 1 1 1 1 1
#> 186 1 1 2 1 1 1 1 1
#> 187 1 1 1 1 1 1 1 1
#> 188 1 1 1 1 1 1 1 1
#> 189 1 1 2 1 1 1 1 1
#> 190 1 1 1 1 1 1 1 1
#> 191 1 1 1 1 1 1 1 1
#> 192 1 1 2 1 2 1 1 1
#> 193 1 1 1 1 1 1 1 1
#> 194 1 1 2 1 2 1 1 1
#> 195 1 1 2 1 1 1 1 1
#> 196 1 1 2 1 2 1 1 1
#> 197 1 1 2 1 2 1 1 1
#> 198 1 1 2 1 1 1 1 1
#> 199 1 1 1 1 1 1 1 1
#> 200 1 1 1 1 2 1 1 1
#> 201 1 1 1 2 1 1 1 1
#> kappa_15 kappa_16 kappa_17 kappa_18 kappa_19 kappa_20 kappa_21 kappa_22
#> 1 1 1 1 1 1 1 1 1
#> 2 1 1 1 1 1 1 1 1
#> 3 1 1 1 1 1 1 1 1
#> 4 1 1 1 1 1 1 1 1
#> 5 1 1 1 1 1 1 1 1
#> 6 1 1 1 1 1 1 1 1
#> 7 1 1 1 1 1 1 1 1
#> 8 1 1 1 1 1 1 1 1
#> 9 1 1 1 1 1 1 1 1
#> 10 1 1 1 1 1 1 1 1
#> 11 1 1 1 1 1 1 1 1
#> 12 1 1 1 1 1 1 1 1
#> 13 1 1 1 1 1 1 1 1
#> 14 1 1 1 1 1 1 1 1
#> 15 1 1 1 1 1 1 1 1
#> 16 1 1 1 1 1 1 1 1
#> 17 1 1 1 1 1 1 1 1
#> 18 1 1 1 1 1 1 1 1
#> 19 1 1 1 1 1 1 1 1
#> 20 1 1 1 1 1 1 1 1
#> 21 1 1 1 1 1 1 1 1
#> 22 1 1 1 1 1 1 1 1
#> 23 1 1 1 1 1 1 1 1
#> 24 1 1 1 1 1 1 1 1
#> 25 1 1 1 1 1 1 1 1
#> 26 1 1 1 1 1 1 1 1
#> 27 1 1 1 1 1 1 1 1
#> 28 1 1 1 1 1 1 1 1
#> 29 1 1 1 1 1 1 1 1
#> 30 1 1 1 1 1 2 1 1
#> 31 1 1 1 1 1 2 1 1
#> 32 1 1 1 1 1 1 1 1
#> 33 1 1 1 1 1 1 1 1
#> 34 1 1 1 1 1 1 1 1
#> 35 1 1 1 1 1 1 1 1
#> 36 1 1 1 1 1 1 1 1
#> 37 1 1 1 1 1 1 1 1
#> 38 1 1 1 1 1 1 1 1
#> 39 1 1 1 1 1 1 1 1
#> 40 1 1 1 1 1 1 1 1
#> 41 1 1 1 1 1 1 1 1
#> 42 1 1 1 1 1 1 1 1
#> 43 1 1 1 1 1 1 1 1
#> 44 1 1 1 1 1 1 1 1
#> 45 1 1 1 1 1 1 1 1
#> 46 1 1 1 1 1 1 1 1
#> 47 1 1 1 1 1 1 1 1
#> 48 1 1 1 1 1 1 1 1
#> 49 1 1 1 1 1 1 1 1
#> 50 1 1 1 1 1 1 1 1
#> 51 1 1 1 1 1 1 1 1
#> 52 1 1 1 1 1 1 1 1
#> 53 1 1 1 1 1 1 1 1
#> 54 1 1 1 1 1 1 1 1
#> 55 1 1 1 1 1 1 1 1
#> 56 1 1 1 1 1 1 1 1
#> 57 1 1 1 1 1 1 1 1
#> 58 1 1 1 1 1 1 1 1
#> 59 1 1 1 1 1 1 1 1
#> 60 1 1 1 1 1 1 1 1
#> 61 1 1 1 1 1 1 1 1
#> 62 1 1 1 1 1 1 1 1
#> 63 1 1 1 1 1 1 1 1
#> 64 1 1 1 1 1 1 1 1
#> 65 1 1 1 1 1 1 1 1
#> 66 1 1 1 1 1 1 1 1
#> 67 1 1 1 1 2 1 1 1
#> 68 1 1 1 1 1 1 1 1
#> 69 1 1 1 1 1 2 1 1
#> 70 1 1 1 1 1 1 1 1
#> 71 1 1 1 1 1 1 1 1
#> 72 1 1 1 1 1 1 1 1
#> 73 1 1 1 1 1 1 1 1
#> 74 1 1 1 1 1 1 1 1
#> 75 1 1 1 1 1 1 1 1
#> 76 1 1 1 1 1 1 1 1
#> 77 1 1 1 1 1 1 1 1
#> 78 1 1 1 1 1 1 1 1
#> 79 1 1 1 1 1 2 1 1
#> 80 1 1 1 1 1 1 1 1
#> 81 1 1 1 1 1 1 1 1
#> 82 1 1 1 1 1 1 1 1
#> 83 1 1 1 1 1 1 1 1
#> 84 1 1 1 1 1 1 1 1
#> 85 1 1 1 1 1 1 1 1
#> 86 1 1 1 1 1 1 1 1
#> 87 1 1 1 1 1 1 1 1
#> 88 1 1 1 1 1 2 1 1
#> 89 1 1 1 1 1 1 1 1
#> 90 1 1 1 1 1 1 1 1
#> 91 1 1 1 1 1 1 1 1
#> 92 1 1 1 1 1 1 1 1
#> 93 1 1 1 1 1 1 1 1
#> 94 1 1 1 1 1 1 1 1
#> 95 1 1 1 1 1 1 1 1
#> 96 1 1 1 1 1 1 1 1
#> 97 1 1 1 1 1 1 1 1
#> 98 2 1 1 1 1 1 1 1
#> 99 1 1 1 1 1 1 1 1
#> 100 1 1 1 1 1 1 1 1
#> 101 1 1 1 1 1 1 1 1
#> 102 1 1 1 1 1 1 1 1
#> 103 1 1 1 1 1 1 1 1
#> 104 1 1 1 1 1 1 1 1
#> 105 2 1 1 1 1 1 1 1
#> 106 1 1 1 1 1 1 1 1
#> 107 1 1 1 1 1 1 1 1
#> 108 1 1 1 1 1 1 1 1
#> 109 1 1 1 1 1 1 1 1
#> 110 1 1 1 1 1 1 1 1
#> 111 1 1 1 1 1 1 1 1
#> 112 1 1 1 1 1 1 1 1
#> 113 1 1 1 1 1 1 1 1
#> 114 1 1 1 1 1 1 1 1
#> 115 1 1 1 1 1 1 1 1
#> 116 1 1 1 1 1 1 1 1
#> 117 1 1 1 1 1 1 1 1
#> 118 1 1 1 1 1 1 1 1
#> 119 1 1 1 1 1 1 1 1
#> 120 1 1 1 1 1 1 1 1
#> 121 1 1 1 1 1 1 1 1
#> 122 1 1 1 1 1 1 1 1
#> 123 1 1 1 1 1 1 1 1
#> 124 1 1 1 1 1 1 1 1
#> 125 1 1 1 1 1 1 1 1
#> 126 1 1 1 1 1 1 1 1
#> 127 1 1 1 1 1 1 1 1
#> 128 1 1 1 1 1 1 1 1
#> 129 1 1 1 1 1 1 1 1
#> 130 1 1 1 1 1 1 1 1
#> 131 1 1 1 1 1 1 1 1
#> 132 1 1 1 1 1 1 1 1
#> 133 1 1 1 1 1 2 1 1
#> 134 1 1 1 1 1 1 1 1
#> 135 1 1 1 1 1 2 1 1
#> 136 1 1 1 1 1 1 1 1
#> 137 1 1 1 1 1 2 1 1
#> 138 1 1 1 1 1 2 1 1
#> 139 1 1 1 1 1 1 1 1
#> 140 1 1 1 1 1 1 1 1
#> 141 1 1 1 1 1 1 1 1
#> 142 1 1 1 1 1 2 1 1
#> 143 1 1 1 1 1 1 1 1
#> 144 1 1 1 1 1 1 1 1
#> 145 1 1 1 1 1 1 1 1
#> 146 1 1 1 1 1 1 1 1
#> 147 1 1 1 1 1 2 1 1
#> 148 1 1 1 1 1 1 1 1
#> 149 1 1 1 1 1 1 1 1
#> 150 1 1 1 1 1 1 1 1
#> 151 1 1 1 1 1 1 1 1
#> 152 1 1 1 1 1 1 1 1
#> 153 1 1 1 1 1 1 1 1
#> 154 1 1 1 1 1 1 1 1
#> 155 1 1 1 1 1 1 1 1
#> 156 1 1 1 1 1 1 1 1
#> 157 1 1 1 1 1 1 1 1
#> 158 1 1 1 1 1 1 1 1
#> 159 1 1 1 1 1 1 1 1
#> 160 1 1 1 1 1 2 1 1
#> 161 1 1 1 1 1 1 1 1
#> 162 1 1 1 1 1 1 1 1
#> 163 1 1 1 1 1 1 1 1
#> 164 1 1 1 1 1 1 1 1
#> 165 1 1 1 1 1 1 1 1
#> 166 1 1 1 1 1 1 1 1
#> 167 1 1 1 1 1 1 1 1
#> 168 1 1 1 1 1 1 1 1
#> 169 1 1 1 1 1 1 1 1
#> 170 1 1 1 1 1 1 1 1
#> 171 1 1 1 1 1 1 1 1
#> 172 1 1 1 1 1 1 1 1
#> 173 1 1 1 1 1 1 1 1
#> 174 1 1 1 1 1 1 1 1
#> 175 1 1 1 1 1 1 1 1
#> 176 1 1 1 1 1 1 1 1
#> 177 1 1 1 1 1 1 1 1
#> 178 1 1 1 1 1 1 1 1
#> 179 1 1 1 1 1 1 1 1
#> 180 1 1 1 1 1 1 1 1
#> 181 1 1 1 1 1 1 1 1
#> 182 1 1 1 1 1 1 1 1
#> 183 1 1 1 1 1 1 1 1
#> 184 1 1 1 1 1 1 1 1
#> 185 1 1 1 1 1 1 1 1
#> 186 1 1 1 1 1 1 1 1
#> 187 1 1 1 1 1 1 1 1
#> 188 1 1 1 1 1 2 1 1
#> 189 1 1 1 1 1 1 1 1
#> 190 1 1 1 1 1 2 1 1
#> 191 1 1 1 1 1 1 1 1
#> 192 1 1 1 1 1 1 1 1
#> 193 1 1 1 1 1 1 1 1
#> 194 1 1 1 1 1 2 1 1
#> 195 1 1 1 1 1 1 1 1
#> 196 1 1 1 1 1 1 1 1
#> 197 1 1 1 1 1 1 1 1
#> 198 1 1 1 1 1 1 1 1
#> 199 1 1 1 1 1 2 1 1
#> 200 1 1 1 1 1 1 1 1
#> 201 1 1 1 1 1 1 1 1
#> kappa_23 kappa_24 kappa_25 kappa_26 kappa_27 kappa_28 kappa_29 kappa_30
#> 1 1 1 1 1 1 NA 1 1
#> 2 1 1 1 2 1 NA 1 1
#> 3 1 1 1 1 1 NA 1 1
#> 4 1 1 1 2 1 NA 1 1
#> 5 1 1 1 1 1 NA 1 1
#> 6 1 1 1 1 1 NA 1 1
#> 7 1 2 1 1 1 NA 1 1
#> 8 1 1 1 1 1 NA 1 1
#> 9 1 1 1 1 1 NA 1 1
#> 10 1 1 1 1 1 NA 1 1
#> 11 1 1 1 1 1 NA 1 1
#> 12 1 1 1 1 1 NA 1 1
#> 13 1 1 1 1 1 NA 1 1
#> 14 1 1 1 1 1 NA 1 1
#> 15 1 1 1 1 1 NA 1 1
#> 16 1 1 1 1 1 NA 1 1
#> 17 1 1 1 1 1 NA 1 1
#> 18 1 1 1 1 1 NA 1 1
#> 19 1 1 1 1 1 NA 1 1
#> 20 1 1 1 1 1 NA 1 1
#> 21 1 1 1 1 1 NA 1 1
#> 22 1 1 1 1 1 NA 1 1
#> 23 1 1 1 1 1 NA 1 1
#> 24 1 1 1 1 1 NA 1 1
#> 25 1 1 1 1 1 NA 1 1
#> 26 1 1 1 1 1 NA 1 1
#> 27 1 1 1 1 1 NA 1 1
#> 28 1 1 1 1 1 NA 1 1
#> 29 1 1 1 1 1 NA 1 1
#> 30 1 1 1 1 1 NA 1 1
#> 31 1 1 1 1 1 NA 1 1
#> 32 1 1 1 1 1 NA 1 1
#> 33 1 1 1 1 1 NA 1 1
#> 34 1 1 1 1 1 NA 1 1
#> 35 1 1 1 1 1 NA 1 1
#> 36 1 1 1 1 1 NA 1 1
#> 37 1 1 1 1 1 NA 1 1
#> 38 1 1 1 1 1 NA 1 1
#> 39 1 1 1 1 1 NA 1 1
#> 40 1 1 1 1 1 NA 1 1
#> 41 1 1 1 1 1 NA 1 1
#> 42 1 1 1 1 1 NA 1 1
#> 43 1 1 1 1 1 NA 1 1
#> 44 1 1 1 1 1 NA 1 1
#> 45 1 1 1 1 1 NA 1 1
#> 46 1 1 1 1 1 NA 1 1
#> 47 1 1 1 1 1 NA 1 1
#> 48 1 1 1 1 1 NA 1 1
#> 49 1 1 1 1 1 NA 1 1
#> 50 1 1 1 1 1 NA 1 1
#> 51 1 1 1 1 1 NA 1 1
#> 52 1 1 1 1 1 NA 1 1
#> 53 1 1 1 1 1 NA 1 1
#> 54 1 1 1 1 1 NA 1 1
#> 55 1 1 1 1 1 NA 1 1
#> 56 1 1 1 1 1 NA 1 1
#> 57 1 1 1 1 1 NA 1 1
#> 58 1 1 1 1 1 NA 1 1
#> 59 1 1 1 1 1 NA 1 1
#> 60 1 1 1 1 1 NA 1 1
#> 61 1 1 1 1 1 NA 1 1
#> 62 1 1 1 1 1 NA 1 1
#> 63 1 1 1 1 1 NA 1 1
#> 64 1 1 1 1 1 NA 1 1
#> 65 1 1 1 1 1 NA 1 1
#> 66 1 1 1 1 1 NA 1 1
#> 67 1 1 1 1 1 NA 1 1
#> 68 1 1 1 1 1 NA 1 1
#> 69 1 1 1 1 1 NA 1 1
#> 70 1 1 1 1 1 NA 1 1
#> 71 1 1 1 1 1 NA 1 1
#> 72 1 1 1 1 1 NA 1 1
#> 73 1 1 1 1 1 NA 1 1
#> 74 1 1 1 1 1 NA 1 1
#> 75 1 1 1 1 1 NA 1 1
#> 76 1 1 1 1 1 NA 1 1
#> 77 1 1 1 1 1 NA 1 1
#> 78 1 1 1 1 1 NA 1 1
#> 79 1 1 1 1 1 NA 1 1
#> 80 1 1 1 1 1 NA 1 1
#> 81 1 1 1 1 1 NA 1 1
#> 82 1 1 1 1 1 NA 1 1
#> 83 1 1 1 1 1 NA 1 1
#> 84 1 1 1 1 1 NA 1 1
#> 85 1 1 1 1 1 NA 1 1
#> 86 1 1 1 1 1 NA 1 1
#> 87 1 1 1 1 1 NA 1 1
#> 88 1 1 1 1 1 NA 1 1
#> 89 1 1 1 1 1 NA 1 2
#> 90 1 1 1 1 1 NA 1 1
#> 91 1 1 1 1 1 NA 1 1
#> 92 1 1 1 1 1 NA 1 1
#> 93 1 1 1 1 1 NA 1 1
#> 94 1 1 1 1 1 NA 1 1
#> 95 1 1 1 1 1 NA 1 1
#> 96 1 1 1 1 1 NA 1 1
#> 97 1 1 1 1 1 NA 1 1
#> 98 1 1 1 1 1 NA 1 1
#> 99 1 1 1 1 1 NA 1 1
#> 100 1 1 1 1 1 NA 1 1
#> 101 1 1 1 1 1 NA 1 1
#> 102 1 1 1 1 1 NA 1 1
#> 103 1 1 1 1 1 NA 1 1
#> 104 1 1 1 1 1 NA 1 1
#> 105 1 1 1 1 1 NA 1 1
#> 106 1 1 1 1 1 NA 1 1
#> 107 1 1 1 1 1 NA 1 1
#> 108 1 1 1 1 1 NA 1 1
#> 109 1 1 1 1 1 NA 1 1
#> 110 1 1 1 1 1 NA 1 1
#> 111 1 1 1 1 1 NA 1 1
#> 112 1 1 1 1 1 NA 1 1
#> 113 1 1 1 1 1 NA 1 1
#> 114 1 1 1 1 1 NA 1 1
#> 115 1 1 1 1 1 NA 1 1
#> 116 1 1 1 1 1 NA 1 1
#> 117 1 1 1 1 1 NA 1 1
#> 118 1 1 1 1 1 NA 1 1
#> 119 1 1 1 1 1 NA 1 1
#> 120 1 1 1 1 1 NA 1 1
#> 121 1 1 1 1 1 NA 1 1
#> 122 1 1 1 1 1 NA 1 1
#> 123 1 1 1 1 1 NA 1 1
#> 124 1 1 1 1 1 NA 1 1
#> 125 1 1 1 1 1 NA 1 1
#> 126 1 1 1 1 1 NA 1 1
#> 127 1 1 1 1 1 NA 1 1
#> 128 1 1 1 1 1 NA 1 1
#> 129 1 1 1 1 1 NA 1 1
#> 130 1 1 1 1 1 NA 1 1
#> 131 1 1 1 1 1 NA 1 1
#> 132 1 1 1 1 1 NA 1 1
#> 133 1 1 1 1 1 NA 1 1
#> 134 1 1 1 1 1 NA 1 1
#> 135 1 1 1 1 1 NA 1 1
#> 136 1 1 1 1 1 NA 1 1
#> 137 1 1 1 1 1 NA 1 1
#> 138 1 1 1 1 1 NA 1 1
#> 139 1 1 1 1 1 NA 1 1
#> 140 1 1 1 1 1 NA 1 1
#> 141 1 1 1 1 1 NA 1 1
#> 142 1 1 1 1 1 NA 1 1
#> 143 1 1 1 1 1 NA 1 1
#> 144 1 1 1 1 1 NA 1 1
#> 145 1 1 1 1 1 NA 1 1
#> 146 1 1 1 1 1 NA 1 1
#> 147 1 1 1 1 1 NA 1 1
#> 148 1 1 1 1 1 NA 1 1
#> 149 1 1 1 1 1 NA 1 1
#> 150 1 1 1 1 1 NA 1 2
#> 151 1 1 1 1 1 NA 1 1
#> 152 1 1 1 1 1 NA 1 1
#> 153 1 1 1 1 1 NA 1 1
#> 154 1 1 1 1 1 NA 1 1
#> 155 1 1 1 1 1 NA 1 1
#> 156 1 1 1 1 1 NA 1 1
#> 157 1 1 1 1 1 NA 1 1
#> 158 1 1 1 1 1 NA 1 1
#> 159 1 1 1 1 1 NA 1 1
#> 160 1 1 1 1 1 NA 1 1
#> 161 1 1 1 1 1 NA 1 1
#> 162 1 1 1 1 1 NA 1 1
#> 163 1 1 1 1 1 NA 1 1
#> 164 1 1 1 1 1 NA 1 1
#> 165 1 1 1 1 1 NA 1 1
#> 166 1 1 1 1 1 NA 1 1
#> 167 1 1 1 1 1 NA 1 1
#> 168 1 1 1 1 1 NA 1 1
#> 169 1 1 1 1 1 NA 1 1
#> 170 1 1 1 1 1 NA 1 1
#> 171 1 1 1 1 1 NA 1 1
#> 172 1 1 1 1 1 NA 1 1
#> 173 1 1 1 1 1 NA 1 1
#> 174 1 1 1 1 1 NA 1 1
#> 175 1 1 1 1 1 NA 1 1
#> 176 1 1 1 1 1 NA 1 1
#> 177 1 1 1 1 1 NA 1 1
#> 178 1 1 1 1 1 NA 1 1
#> 179 1 1 1 1 1 NA 1 1
#> 180 1 1 1 1 1 NA 1 1
#> 181 1 1 1 1 1 NA 1 1
#> 182 1 1 1 1 1 NA 1 1
#> 183 1 1 1 1 1 NA 1 1
#> 184 1 1 1 1 1 NA 1 1
#> 185 1 1 1 1 1 NA 1 1
#> 186 1 2 1 1 1 NA 1 1
#> 187 1 1 1 1 1 NA 1 1
#> 188 1 1 1 1 1 NA 1 1
#> 189 1 1 1 1 1 NA 1 1
#> 190 1 1 1 1 1 NA 1 1
#> 191 1 1 1 1 1 NA 1 1
#> 192 1 1 1 1 1 NA 1 1
#> 193 1 1 1 1 1 NA 1 1
#> 194 1 1 1 1 1 NA 1 1
#> 195 1 1 1 1 1 NA 1 1
#> 196 1 1 1 1 1 NA 1 1
#> 197 1 1 1 1 1 NA 1 1
#> 198 1 1 1 1 1 NA 1 1
#> 199 1 1 1 1 1 NA 1 1
#> 200 1 1 1 1 1 NA 1 1
#> 201 1 1 1 1 1 NA 1 1