****                   MendelIHT Version 1.4.1                  ****
****     Benjamin Chu, Kevin Keys, Chris German, Hua Zhou       ****
****   Jin Zhou, Eric Sobel, Janet Sinsheimer, Kenneth Lange    ****
****                                                            ****
****                 Please cite our paper!                     ****
****         https://doi.org/10.1093/gigascience/giaa044        ****

Initializing β to univariate regression values...
...completed in 206.2 seconds.

Running sparse Multivariate Gaussian regression
Number of threads = 36
Link functin = GLM.IdentityLink()
Sparsity parameter (k) = 197
Prior weight scaling = off
Doubly sparse projection = off
Debias = off
Max IHT iterations = 1500
Converging when tol < 0.0001 and iteration ≥ 10:

Iteration 1: loglikelihood = -206376.4155937056, backtracks = 0, tol = 0.03692237778321655
Iteration 2: loglikelihood = -193498.60500138422, backtracks = 0, tol = 0.02677067045125389
Iteration 3: loglikelihood = -192683.28865301996, backtracks = 0, tol = 0.013468874595395634
Iteration 4: loglikelihood = -191788.80016352976, backtracks = 0, tol = 0.007664163908028142
Iteration 5: loglikelihood = -185640.65918023608, backtracks = 1, tol = 0.00676628855440449
Iteration 6: loglikelihood = -185243.58293450606, backtracks = 0, tol = 0.005297229459651891
Iteration 7: loglikelihood = -184903.67425294028, backtracks = 0, tol = 0.005431069391257621
Iteration 8: loglikelihood = -183269.1828197132, backtracks = 1, tol = 0.003342458336702695
Iteration 9: loglikelihood = -182440.68903999688, backtracks = 0, tol = 0.006000976056942639
Iteration 10: loglikelihood = -181933.29505734018, backtracks = 1, tol = 0.00271784773569684
Iteration 11: loglikelihood = -180763.81301060808, backtracks = 0, tol = 0.008379749310539983
Iteration 12: loglikelihood = -180388.7734297434, backtracks = 1, tol = 0.003991869406878666
Iteration 13: loglikelihood = -180037.27988074603, backtracks = 0, tol = 0.004176593625710834
Iteration 14: loglikelihood = -179982.11296259618, backtracks = 1, tol = 0.0033210935666936913
Iteration 15: loglikelihood = -179767.22984824463, backtracks = 1, tol = 0.0012320889428044646
Iteration 16: loglikelihood = -179594.57713086193, backtracks = 0, tol = 0.0027281009572441735
Iteration 17: loglikelihood = -179584.32841174334, backtracks = 1, tol = 0.003172623465483298
Iteration 18: loglikelihood = -179495.18520097138, backtracks = 0, tol = 0.0031788979923669937
Iteration 19: loglikelihood = -179280.0795805746, backtracks = 2, tol = 0.001986627116129571
Iteration 20: loglikelihood = -178999.6135290292, backtracks = 0, tol = 0.003912636742794764
Iteration 21: loglikelihood = -178946.81724173995, backtracks = 2, tol = 0.0012023894862540838
Iteration 22: loglikelihood = -178905.79958411586, backtracks = 2, tol = 0.0011123258187353416
Iteration 23: loglikelihood = -178872.59045376146, backtracks = 2, tol = 0.0010367408225128508
Iteration 24: loglikelihood = -178844.91191915463, backtracks = 2, tol = 0.0009734500452300247
Iteration 25: loglikelihood = -178821.35856808285, backtracks = 2, tol = 0.0009195974128173454
Iteration 26: loglikelihood = -178801.00584213197, backtracks = 2, tol = 0.0008728399792958763
Iteration 27: loglikelihood = -178783.21227017965, backtracks = 2, tol = 0.0008312158960146368
Iteration 28: loglikelihood = -178767.51305000816, backtracks = 2, tol = 0.00079392626039003
Iteration 29: loglikelihood = -178753.55926505843, backtracks = 2, tol = 0.0007601110076352558
Iteration 30: loglikelihood = -178741.08129300506, backtracks = 2, tol = 0.0007291464654515442
Iteration 31: loglikelihood = -178729.8657525314, backtracks = 2, tol = 0.0007005717801328171
Iteration 32: loglikelihood = -178719.74039686366, backtracks = 2, tol = 0.0006740394305854164
Iteration 33: loglikelihood = -178710.56387040875, backtracks = 2, tol = 0.0006492819309610879
Iteration 34: loglikelihood = -178702.21855174308, backtracks = 2, tol = 0.0006260892296859266
Iteration 35: loglikelihood = -178694.60541899363, backtracks = 2, tol = 0.0006042931773450317
Iteration 36: loglikelihood = -178687.6402785599, backtracks = 2, tol = 0.0005837567022975204
Iteration 37: loglikelihood = -178681.25093654654, backtracks = 2, tol = 0.0005643661568659037
Iteration 38: loglikelihood = -178675.37503710744, backtracks = 2, tol = 0.0005460258263756842
Iteration 39: loglikelihood = -178669.9583825515, backtracks = 2, tol = 0.0005286539336107323
Iteration 40: loglikelihood = -178664.95360806846, backtracks = 2, tol = 0.0005121796913705654
Iteration 41: loglikelihood = -178660.31912209158, backtracks = 2, tol = 0.0004965410995367879
Iteration 42: loglikelihood = -178656.01824878796, backtracks = 2, tol = 0.0004816832779312827
Iteration 43: loglikelihood = -178652.01852660207, backtracks = 2, tol = 0.00046755718961082553
Iteration 44: loglikelihood = -178648.29112888203, backtracks = 2, tol = 0.0004541186520781832
Iteration 45: loglikelihood = -178644.8103811759, backtracks = 2, tol = 0.0004413275632041141
Iteration 46: loglikelihood = -178641.55335589958, backtracks = 2, tol = 0.00042914728896062187
Iteration 47: loglikelihood = -178638.49952958862, backtracks = 2, tol = 0.00041754417430807047
Iteration 48: loglikelihood = -178635.6304911842, backtracks = 2, tol = 0.00040648714867942275
Iteration 49: loglikelihood = -178632.92969234104, backtracks = 2, tol = 0.0003959474047584775
Iteration 50: loglikelihood = -178630.38223255123, backtracks = 2, tol = 0.0003858981345083225
Iteration 51: loglikelihood = -178627.97467333605, backtracks = 2, tol = 0.00037631431026533197
Iteration 52: loglikelihood = -178625.69487687142, backtracks = 2, tol = 0.0003671725015699387
Iteration 53: loglikelihood = -178623.53186525227, backtracks = 2, tol = 0.0003584507205391431
Iteration 54: loglikelihood = -178605.0555652883, backtracks = 2, tol = 0.0016122060765281785
Iteration 55: loglikelihood = -178573.89449937694, backtracks = 2, tol = 0.001668535514141037
Iteration 56: loglikelihood = -178554.61951391824, backtracks = 2, tol = 0.00126257782054373
Iteration 57: loglikelihood = -178513.62150871058, backtracks = 1, tol = 0.00215077806874151
Iteration 58: loglikelihood = -178211.26342306047, backtracks = 0, tol = 0.0037976518285034616
Iteration 59: loglikelihood = -178062.68799152866, backtracks = 0, tol = 0.005013616240536734
Iteration 60: loglikelihood = -177810.40363947453, backtracks = 2, tol = 0.001595282701524846
Iteration 61: loglikelihood = -177649.11773895362, backtracks = 1, tol = 0.0032260827550025187
Iteration 62: loglikelihood = -177556.49719005724, backtracks = 2, tol = 0.002576282051124599
Iteration 63: loglikelihood = -177515.16584677418, backtracks = 2, tol = 0.0011609460883018692
Iteration 64: loglikelihood = -177489.17264072975, backtracks = 2, tol = 0.0009944179802254167
Iteration 65: loglikelihood = -177462.28029940557, backtracks = 2, tol = 0.0017758253075888242
Iteration 66: loglikelihood = -177441.89800578926, backtracks = 2, tol = 0.0014556507643080278
Iteration 67: loglikelihood = -177428.149584694, backtracks = 2, tol = 0.0011885722227798691
Iteration 68: loglikelihood = -177418.2453453747, backtracks = 2, tol = 0.0009737908542482228
Iteration 69: loglikelihood = -177410.90815692165, backtracks = 2, tol = 0.0008025155170905857
Iteration 70: loglikelihood = -177405.3150989324, backtracks = 2, tol = 0.0006641321415397138
Iteration 71: loglikelihood = -177400.92286203738, backtracks = 2, tol = 0.0005512485591125144
Iteration 72: loglikelihood = -177397.36662951647, backtracks = 2, tol = 0.0004585117053217243
Iteration 73: loglikelihood = -177394.39824963157, backtracks = 2, tol = 0.0003819334363744961
Iteration 74: loglikelihood = -177391.84719502134, backtracks = 2, tol = 0.0003649447598089596
Iteration 75: loglikelihood = -177389.59529332185, backtracks = 2, tol = 0.00036080476639858955
Iteration 76: loglikelihood = -177387.5600554343, backtracks = 2, tol = 0.00035708384562344096
Iteration 77: loglikelihood = -177385.6835134356, backtracks = 2, tol = 0.00035371885704844875
Iteration 78: loglikelihood = -177383.92466286142, backtracks = 2, tol = 0.00035066071355356425
Iteration 79: loglikelihood = -177382.2543011312, backtracks = 2, tol = 0.0003478704523588577
Iteration 80: loglikelihood = -177380.65147862065, backtracks = 2, tol = 0.0003453165015021087
Iteration 81: loglikelihood = -177379.10104536012, backtracks = 2, tol = 0.0003429727706894999
Iteration 82: loglikelihood = -177377.59194743677, backtracks = 2, tol = 0.0003408173091406508
Iteration 83: loglikelihood = -177376.11603926477, backtracks = 2, tol = 0.00033883135369026625
Iteration 84: loglikelihood = -177374.66725240072, backtracks = 2, tol = 0.00033699864625684944
Iteration 85: loglikelihood = -177366.36438598332, backtracks = 2, tol = 0.0014948351579365377
Iteration 86: loglikelihood = -177329.52400059748, backtracks = 0, tol = 0.005791710484697122
Iteration 87: loglikelihood = -177109.3750093743, backtracks = 1, tol = 0.005788376889117994
Iteration 88: loglikelihood = -176999.32410776787, backtracks = 2, tol = 0.0031833119037035953
Iteration 89: loglikelihood = -176974.6733763112, backtracks = 2, tol = 0.0010574570243955996
Iteration 90: loglikelihood = -176958.68548529773, backtracks = 2, tol = 0.0009461972582984958
Iteration 91: loglikelihood = -176947.50094137288, backtracks = 2, tol = 0.000843868099047712
Iteration 92: loglikelihood = -176939.21226310887, backtracks = 2, tol = 0.0007568316718532274
Iteration 93: loglikelihood = -176932.80056854943, backtracks = 2, tol = 0.0006813885470733957
Iteration 94: loglikelihood = -176912.85896129534, backtracks = 1, tol = 0.0037580247179251043
Iteration 95: loglikelihood = -176869.43889745476, backtracks = 1, tol = 0.003755936127810078
Iteration 96: loglikelihood = -176864.53455151257, backtracks = 1, tol = 0.003541476046072045
Iteration 97: loglikelihood = -176836.61523060827, backtracks = 1, tol = 0.0035398815331861445
Iteration 98: loglikelihood = -176814.09492775862, backtracks = 2, tol = 0.0024720565590870803
Iteration 99: loglikelihood = -176782.68842556697, backtracks = 1, tol = 0.003664163407165666
Iteration 100: loglikelihood = -176774.907396455, backtracks = 1, tol = 0.0036620398631006597
Iteration 101: loglikelihood = -176759.76602538902, backtracks = 1, tol = 0.0035373335490111214
Iteration 102: loglikelihood = -176757.08901022447, backtracks = 2, tol = 0.00037790736132031934
Iteration 103: loglikelihood = -176754.86438953638, backtracks = 2, tol = 0.00037351200754683685
Iteration 104: loglikelihood = -176752.9012623186, backtracks = 2, tol = 0.00037147149119688813
Iteration 105: loglikelihood = -176751.10858691827, backtracks = 2, tol = 0.0003702491967858037
Iteration 106: loglikelihood = -176749.4328748039, backtracks = 2, tol = 0.00036946718102137454
Iteration 107: loglikelihood = -176747.83950642328, backtracks = 2, tol = 0.00036882070483605227
Iteration 108: loglikelihood = -176746.30515009767, backtracks = 2, tol = 0.00036823858553883547
Iteration 109: loglikelihood = -176744.8137757872, backtracks = 2, tol = 0.0003677061831445063
Iteration 110: loglikelihood = -176734.09825812627, backtracks = 1, tol = 0.0033039095269695317
Iteration 111: loglikelihood = -176632.70242181892, backtracks = 0, tol = 0.006269581621001827
Iteration 112: loglikelihood = -176584.69039301685, backtracks = 2, tol = 0.0019562485705963144
Iteration 113: loglikelihood = -176540.7784232711, backtracks = 1, tol = 0.00450585511263767
Iteration 114: loglikelihood = -176517.8126318949, backtracks = 1, tol = 0.003591136890418087
Iteration 115: loglikelihood = -176503.044130262, backtracks = 1, tol = 0.002109725432522348
Iteration 116: loglikelihood = -176495.86195244043, backtracks = 1, tol = 0.0012287127025147303
Iteration 117: loglikelihood = -176491.05985797182, backtracks = 1, tol = 0.0007361812064835306
Iteration 118: loglikelihood = -176487.2693492441, backtracks = 1, tol = 0.0007343659354030611
Iteration 119: loglikelihood = -176483.97170440853, backtracks = 1, tol = 0.0007323499920993956
Iteration 120: loglikelihood = -176480.94050283672, backtracks = 1, tol = 0.0007313080474684672
Iteration 121: loglikelihood = -176478.06611718587, backtracks = 1, tol = 0.0007301683061528836
Iteration 122: loglikelihood = -176464.71091458516, backtracks = 1, tol = 0.003430338306506925
Iteration 123: loglikelihood = -176455.0828440332, backtracks = 1, tol = 0.0019582655658348033
Iteration 124: loglikelihood = -176450.20940350788, backtracks = 1, tol = 0.0011174308770316975
Iteration 125: loglikelihood = -176446.87718216682, backtracks = 1, tol = 0.0007291646475479339
Iteration 126: loglikelihood = -176444.04794257449, backtracks = 1, tol = 0.0007285591683990593
Iteration 127: loglikelihood = -176441.38539501466, backtracks = 1, tol = 0.0007275106052606761
Iteration 128: loglikelihood = -176438.7814831838, backtracks = 1, tol = 0.0007271417683035392
Iteration 129: loglikelihood = -176436.20186880918, backtracks = 1, tol = 0.0007259979191059967
Iteration 130: loglikelihood = -176433.6357773299, backtracks = 1, tol = 0.0007249165118477586
Iteration 131: loglikelihood = -176431.07986552245, backtracks = 1, tol = 0.0007236188387028165
Iteration 132: loglikelihood = -176428.53309502598, backtracks = 1, tol = 0.0007223075159481917
Iteration 133: loglikelihood = -176425.99512650954, backtracks = 1, tol = 0.0007209319880208137
Iteration 134: loglikelihood = -176423.46582794673, backtracks = 1, tol = 0.0007195431484673603
Iteration 135: loglikelihood = -176420.9451283074, backtracks = 1, tol = 0.0007181337453444582
Iteration 136: loglikelihood = -176418.43297590004, backtracks = 1, tol = 0.000716717554177663
Iteration 137: loglikelihood = -176415.92932686716, backtracks = 1, tol = 0.0007152946875542506
Iteration 138: loglikelihood = -176413.43414190397, backtracks = 1, tol = 0.0007138693993144581
Iteration 139: loglikelihood = -176410.9473849571, backtracks = 1, tol = 0.0007124425895625417
Iteration 140: loglikelihood = -176408.46902239625, backtracks = 1, tol = 0.0007110158537505442
Iteration 141: loglikelihood = -176405.99902232934, backtracks = 1, tol = 0.0007095898896165077
Iteration 142: loglikelihood = -176403.53735405538, backtracks = 1, tol = 0.0007081654375153473
Iteration 143: loglikelihood = -176401.08398763544, backtracks = 1, tol = 0.0007067429558671284
Iteration 144: loglikelihood = -176398.63889359104, backtracks = 1, tol = 0.0007053228493974791
Iteration 145: loglikelihood = -176396.20204269834, backtracks = 1, tol = 0.0007039054111897955
Iteration 146: loglikelihood = -176393.7734058607, backtracks = 1, tol = 0.0007024908836649917
Iteration 147: loglikelihood = -176391.352954034, backtracks = 1, tol = 0.0007010794535355542
Iteration 148: loglikelihood = -176388.94065819198, backtracks = 1, tol = 0.0006996712713831233
Iteration 149: loglikelihood = -176386.53648931585, backtracks = 1, tol = 0.0006982664552902183
Iteration 150: loglikelihood = -176384.14041839493, backtracks = 1, tol = 0.0006968650989734629
Iteration 151: loglikelihood = -176381.75241643994, backtracks = 1, tol = 0.0006954672756356024
Iteration 152: loglikelihood = -176379.3724544951, backtracks = 1, tol = 0.0006940730422368143
Iteration 153: loglikelihood = -176377.00050365756, backtracks = 1, tol = 0.0006926824423552946
Iteration 154: loglikelihood = -176374.63653508946, backtracks = 1, tol = 0.0006912955087706999
Iteration 155: loglikelihood = -176372.28052003315, backtracks = 1, tol = 0.0006899174543264443
Iteration 156: loglikelihood = -176369.9324298241, backtracks = 1, tol = 0.0006885434133724823
Iteration 157: loglikelihood = -176367.5922358983, backtracks = 1, tol = 0.0006871725286884938
Iteration 158: loglikelihood = -176365.2599098017, backtracks = 1, tol = 0.0006858048615690359
Iteration 159: loglikelihood = -176362.93542319874, backtracks = 1, tol = 0.0006844404640117678
Iteration 160: loglikelihood = -176360.61874787346, backtracks = 1, tol = 0.0006830793800343062
Iteration 161: loglikelihood = -176358.30985573595, backtracks = 1, tol = 0.0006817216467835432
Iteration 162: loglikelihood = -176356.0087188254, backtracks = 1, tol = 0.0006803672954709262
Iteration 163: loglikelihood = -176353.71530930867, backtracks = 1, tol = 0.0006790163521654385
Iteration 164: loglikelihood = -176351.42959948408, backtracks = 1, tol = 0.0006776688384672698
Iteration 165: loglikelihood = -176349.15156178147, backtracks = 1, tol = 0.0006763247720825415
Iteration 166: loglikelihood = -176346.88116876193, backtracks = 1, tol = 0.0006749841673155594
Iteration 167: loglikelihood = -176344.6183931157, backtracks = 1, tol = 0.0006736470354914441
Iteration 168: loglikelihood = -176342.36320766472, backtracks = 1, tol = 0.0006723133853206051
Iteration 169: loglikelihood = -176340.11558535945, backtracks = 1, tol = 0.0006709832232135809
Iteration 170: loglikelihood = -176337.87549927708, backtracks = 1, tol = 0.0006696565535547127
Iteration 171: loglikelihood = -176335.64292262343, backtracks = 1, tol = 0.0006683333789397935
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Iteration 173: loglikelihood = -176331.20019104469, backtracks = 1, tol = 0.0006656975175023299
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Iteration 1465: loglikelihood = -175527.12407808576, backtracks = 1, tol = 0.00010733509312585504
Iteration 1466: loglikelihood = -175527.05623999954, backtracks = 1, tol = 0.00010722368960533883
Iteration 1467: loglikelihood = -175526.98849554383, backtracks = 1, tol = 0.00010711249491309495
Iteration 1468: loglikelihood = -175526.92084443505, backtracks = 1, tol = 0.00010700150857598421
Iteration 1469: loglikelihood = -175526.85328639252, backtracks = 1, tol = 0.00010689073012185057
Iteration 1470: loglikelihood = -175526.785821133, backtracks = 1, tol = 0.00010678015908026264
Iteration 1471: loglikelihood = -175526.7184483779, backtracks = 1, tol = 0.00010666979498122815
Iteration 1472: loglikelihood = -175526.65116784786, backtracks = 1, tol = 0.00010655963735667873
Iteration 1473: loglikelihood = -175526.58397926536, backtracks = 1, tol = 0.00010644968573904934
Iteration 1474: loglikelihood = -175526.51688235434, backtracks = 1, tol = 0.00010633993966235747
Iteration 1475: loglikelihood = -175526.44987683825, backtracks = 1, tol = 0.00010623039866166109
Iteration 1476: loglikelihood = -175526.38296244305, backtracks = 1, tol = 0.00010612106227312441
Iteration 1477: loglikelihood = -175526.31613889552, backtracks = 1, tol = 0.0001060119300340163
Iteration 1478: loglikelihood = -175526.24940592312, backtracks = 1, tol = 0.00010590300148304617
Iteration 1479: loglikelihood = -175526.18276325482, backtracks = 1, tol = 0.00010579427615961956
Iteration 1480: loglikelihood = -175526.1162106205, backtracks = 1, tol = 0.00010568575360464673
Iteration 1481: loglikelihood = -175526.04974775127, backtracks = 1, tol = 0.00010557743336000086
Iteration 1482: loglikelihood = -175525.98337437882, backtracks = 1, tol = 0.00010546931496878639
Iteration 1483: loglikelihood = -175525.91709023618, backtracks = 1, tol = 0.00010536139797513503
Iteration 1484: loglikelihood = -175525.8508950576, backtracks = 1, tol = 0.0001052536819243389
Iteration 1485: loglikelihood = -175525.7847885781, backtracks = 1, tol = 0.00010514616636298393
Iteration 1486: loglikelihood = -175525.71877053392, backtracks = 1, tol = 0.00010503885083840858
Iteration 1487: loglikelihood = -175525.65284066304, backtracks = 1, tol = 0.00010493173489951158
Iteration 1488: loglikelihood = -175525.58699870162, backtracks = 1, tol = 0.0001048248180958736
Iteration 1489: loglikelihood = -175525.52124439168, backtracks = 1, tol = 0.00010471809997863225
Iteration 1490: loglikelihood = -175525.45557747036, backtracks = 1, tol = 0.00010461158009967137
Iteration 1491: loglikelihood = -175525.38999768312, backtracks = 1, tol = 0.00010450525801215883
Iteration 1492: loglikelihood = -175525.32450476923, backtracks = 1, tol = 0.00010439913327034265
Iteration 1493: loglikelihood = -175525.25909847178, backtracks = 1, tol = 0.00010429320542948207
Iteration 1494: loglikelihood = -175525.19377853812, backtracks = 1, tol = 0.00010418747404611552
Iteration 1495: loglikelihood = -175525.12854471128, backtracks = 1, tol = 0.00010408193867765472
Iteration 1496: loglikelihood = -175525.0633967378, backtracks = 1, tol = 0.00010397659888285484
Iteration 1497: loglikelihood = -175524.9983343658, backtracks = 1, tol = 0.0001038714542213412
Iteration 1498: loglikelihood = -175524.9333573437, backtracks = 1, tol = 0.00010376650425387738
Iteration 1499: loglikelihood = -175524.86846541998, backtracks = 1, tol = 0.00010366174854243083
Did not converge after 1500 iterations! IHT run time was 67252.82145404816 seconds

Compute time (sec):     67252.82145404816
Final loglikelihood:    -175524.86846541998
Iterations:             1500
Trait 1's SNP PVE:      0.03303352344446124
Trait 2's SNP PVE:      0.14267008087006033
Trait 3's SNP PVE:      0.04751406474745091

Estimated trait covariance:
3×3 DataFrame
 Row │ trait1    trait2    trait3
     │ Float64   Float64   Float64
─────┼──────────────────────────────
   1 │ 0.966106  0.179143  0.273906
   2 │ 0.179143  0.859279  0.667772
   3 │ 0.273906  0.667772  0.952167

Trait 1: IHT estimated 39 nonzero SNP predictors
39×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼───────────────────────
   1 │    13012   0.0190776
   2 │    25139  -0.0280864
   3 │    28367  -0.0135552
   4 │    37422   0.0272317
   5 │    37472   0.0166637
   6 │    37475   0.00766058
   7 │    42571  -0.0263341
   8 │    83764   0.00717946
   9 │    83765   0.0121146
  10 │    94917  -0.0153597
  11 │   102893   0.0172247
  12 │   111090   0.0149161
  13 │   114237  -0.0216154
  14 │   121597  -0.0259
  15 │   146596   0.0125937
  16 │   146598   0.00865367
  17 │   148584  -0.0153842
  18 │   176364  -0.017077
  19 │   179194  -0.0122426
  20 │   179202  -0.00930655
  21 │   209140   0.015549
  22 │   297141  -0.00671148
  23 │   297144   0.0117695
  24 │   297145   0.00680045
  25 │   297148  -0.0108039
  26 │   322535  -0.00723167
  27 │   322538  -0.0141845
  28 │   375679   0.00993338
  29 │   375682   0.00761542
  30 │   383914   0.0155176
  31 │   389388  -0.0154439
  32 │   389552   0.0187352
  33 │   389648   0.0135849
  34 │   391020  -0.0496443
  35 │   425068  -0.0112812
  36 │   425069  -0.0151361
  37 │   425085  -0.0144642
  38 │   438707   0.017452
  39 │   439026   0.0219043

Trait 1: IHT estimated 14 non-genetic predictors
14×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼────────────────────────
   1 │        1   0.000197298
   2 │        2   0.116525
   3 │        3   0.107333
   4 │        4  -0.0504772
   5 │        5  -0.0287302
   6 │        6   0.00515628
   7 │        7   0.0173881
   8 │        8  -0.00185672
   9 │        9   0.002159
  10 │       10  -0.0164735
  11 │       11  -0.00301272
  12 │       12  -0.00135104
  13 │       13   0.00394919
  14 │       14   0.00684999

Trait 2: IHT estimated 78 nonzero SNP predictors
78×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼───────────────────────
   1 │      158   0.00921031
   2 │     2507   0.00876828
   3 │     2511   0.0197997
   4 │    10316  -0.0089286
   5 │    10936   0.0114508
   6 │    12240  -0.00852642
   7 │    31599   0.0085036
   8 │    41639   0.0161061
   9 │    41910   0.00936987
  10 │    52351  -0.00978618
  11 │    61864   0.0120754
  12 │    62578   0.0105721
  13 │    64331   0.0107242
  14 │    82724   0.0201769
  15 │   106488  -0.00835555
  16 │   114628   0.00830975
  17 │   114969  -0.00971804
  18 │   118568  -0.0232274
  19 │   121176   0.00913307
  20 │   127521  -0.00831147
  21 │   128723  -0.00995974
  22 │   130786  -0.00950673
  23 │   141340   0.00720135
  24 │   141359   0.00493298
  25 │   141360   0.0160949
  26 │   146014   0.00939192
  27 │   153218   0.0105065
  28 │   158832   0.00977496
  29 │   165576  -0.00846424
  30 │   166613   0.0115002
  31 │   174011   0.011207
  32 │   180004  -0.0136226
  33 │   180016  -0.00882576
  34 │   181561   0.00924644
  35 │   192732  -0.00882461
  36 │   194185  -0.0122891
  37 │   196414  -0.00998132
  38 │   200845  -0.0138296
  39 │   204872   0.00973525
  40 │   205817   0.0128555
  41 │   211476   0.0157464
  42 │   213620  -0.0267912
  43 │   231835  -0.0095295
  44 │   238151  -0.0085734
  45 │   241541  -0.00802011
  46 │   245656  -0.00975773
  47 │   251799  -0.00993325
  48 │   264422  -0.00852323
  49 │   272187   0.00892603
  50 │   280041   0.0101652
  51 │   284633   0.00871187
  52 │   284788  -0.0105946
  53 │   291608  -0.00932723
  54 │   310118  -0.0137711
  55 │   312910  -0.0112138
  56 │   312980   0.00984261
  57 │   318554   0.0123082
  58 │   328030   0.0110638
  59 │   331700  -0.0113644
  60 │   353849   0.00802756
  61 │   356166   0.00885663
  62 │   361429  -0.00960621
  63 │   374802   0.00859902
  64 │   377014  -0.0118791
  65 │   379862  -0.0188681
  66 │   388524   0.0082739
  67 │   393954  -0.0111892
  68 │   394841   0.00995693
  69 │   397158   0.0078167
  70 │   401632  -0.0107322
  71 │   407426  -0.00955201
  72 │   407795  -0.0104426
  73 │   408019  -0.0127188
  74 │   408174   0.00942421
  75 │   410534  -0.010604
  76 │   422398  -0.011622
  77 │   430197  -0.00898451
  78 │   431724   0.00739175

Trait 2: IHT estimated 14 non-genetic predictors
14×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼────────────────────────
   1 │        1  -4.8928e-5
   2 │        2   0.163921
   3 │        3  -0.139472
   4 │        4   0.458055
   5 │        5  -0.00655442
   6 │        6  -0.00771466
   7 │        7   0.00430524
   8 │        8  -0.00553018
   9 │        9   0.0137194
  10 │       10  -0.00665663
  11 │       11  -0.00377373
  12 │       12  -0.001483
  13 │       13  -0.000353526
  14 │       14   0.000494992

Trait 3: IHT estimated 80 nonzero SNP predictors
80×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼───────────────────────
   1 │     2507   0.0078075
   2 │     2511   0.0185832
   3 │     7640  -0.0148135
   4 │    10943  -0.00897841
   5 │    23952  -0.0101704
   6 │    24979  -0.00918966
   7 │    28351   0.0108966
   8 │    36149  -0.0132243
   9 │    46348  -0.0116825
  10 │    47936  -0.0102902
  11 │    52845  -0.0117445
  12 │    64303  -0.013679
  13 │    64808  -0.0111695
  14 │    69600   0.00923535
  15 │    83788  -0.00868826
  16 │    84060   0.00841221
  17 │   100019   0.00921948
  18 │   114938  -0.0177286
  19 │   118568  -0.0228211
  20 │   121172  -0.0101052
  21 │   141360   0.0174675
  22 │   146596  -0.00982321
  23 │   153217  -0.0135721
  24 │   154393   0.00911991
  25 │   170017   0.0129962
  26 │   187864   0.0100062
  27 │   187924  -0.0124839
  28 │   191177  -0.0092457
  29 │   192732   0.0103743
  30 │   196404  -0.0114527
  31 │   205817  -0.0109158
  32 │   211192  -0.0116435
  33 │   212645  -0.0140012
  34 │   241534   0.010389
  35 │   241541   0.0092572
  36 │   266007   0.0118694
  37 │   267119  -0.00938461
  38 │   272054  -0.00927984
  39 │   274150   0.0049265
  40 │   274156   0.00682844
  41 │   301409   0.00982063
  42 │   305769  -0.0117979
  43 │   307683  -0.00914002
  44 │   312908   0.00917921
  45 │   312910   0.00909815
  46 │   317830  -0.00943832
  47 │   318541   0.0107444
  48 │   318599   0.00931973
  49 │   319379   0.0103607
  50 │   328796  -0.00989471
  51 │   331700  -0.0182742
  52 │   331708  -0.00723779
  53 │   351545   0.0109785
  54 │   353849  -0.0105414
  55 │   366658  -0.00908379
  56 │   372457  -0.0131553
  57 │   376435   0.0112306
  58 │   377010  -0.0122069
  59 │   377019  -0.0084075
  60 │   377581   0.00959353
  61 │   379862  -0.0183946
  62 │   381289  -0.0091195
  63 │   389655  -0.0101489
  64 │   393954   0.00953314
  65 │   397154  -0.00801748
  66 │   400954  -0.00892343
  67 │   404017   0.00856387
  68 │   433585  -0.0109648
  69 │   435536  -0.0101807
  70 │   437249  -0.00986225
  71 │   445349  -0.00904184
  72 │   445357   0.0148449
  73 │   445420   0.0137349
  74 │   447128   0.0152674
  75 │   449588   0.0092469
  76 │   457971   0.00927551
  77 │   458969  -0.00944548
  78 │   459910   0.0100473
  79 │   459947   0.0117779
  80 │   467295   0.0113481

Trait 3: IHT estimated 14 non-genetic predictors
14×2 DataFrame
 Row │ Position  Estimated_β
     │ Int64     Float64
─────┼────────────────────────
   1 │        1   0.000333324
   2 │        2   0.180782
   3 │        3   0.648442
   4 │        4  -0.613114
   5 │        5  -0.00741764
   6 │        6  -0.00111561
   7 │        7  -0.00909777
   8 │        8   0.00154142
   9 │        9   0.0167349
  10 │       10  -0.00562157
  11 │       11  -0.00779257
  12 │       12  -0.0013753
  13 │       13   0.00166181
  14 │       14   0.000128836
