R/standard_igb.R
igb_value2zscore.RdConvert birth measurements to INTERGROWTH z-scores/centiles (generic)
igb_value2centile(gagebrth, val, var = "lencm", sex = "Female")
igb_value2zscore(gagebrth, val, var = "lencm", sex = "Female")gestational age at birth in days
the value(s) of the anthro measurement to convert
the name of the measurement to convert ("lencm", "wtkg", "hcircm", "wlr")
"Male" or "Female"
For gestational ages between 24 and 33 weeks, the INTERGROWTH very early preterm standard is used.
International standards for newborn weight, length, and head circumference by gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project Villar, José et al. The Lancet, Volume 384, Issue 9946, 857-868
INTERGROWTH-21st very preterm size at birth reference charts. Lancet 2016 doi.org/10.1016/S0140-6736(16) 00384-6. Villar, José et al.
# get Male birth length z-scores
# first we need just 1 record per subject with subject-level data
cppsubj <- subset(cpp, !duplicated(cpp$subjid))
cppsubj <- subset(cppsubj, sex == "Male")
igb_value2zscore(cpp$gagebrth, cpp$birthlen, var = "lencm", sex = "Male")
#> [1] 2.57008863 2.57008863 2.57008863 0.66769390 0.66769390 0.66769390
#> [7] 0.66769390 2.77551410 0.24012569 1.20761609 0.43007110 1.53920598
#> [13] 1.53920598 1.53920598 1.53920598 1.53920598 1.53920598 1.53920598
#> [19] 1.53920598 1.53920598 2.57008863 2.57008863 2.57008863 2.57008863
#> [25] 2.57008863 NA NA 1.37080474 1.37080474 1.37080474
#> [31] 2.08629993 2.08629993 2.08167545 2.08167545 2.08167545 -0.92887191
#> [37] -0.92887191 -0.92887191 -0.92887191 -0.17659363 -0.17659363 -0.17659363
#> [43] -0.17659363 -0.17659363 0.43007110 0.43007110 0.43007110 0.43007110
#> [49] 0.04777744 0.04777744 0.04777744 0.04777744 -0.95427104 -0.95427104
#> [55] -0.95427104 -0.95427104 -0.95427104 0.04777744 0.04777744 0.04777744
#> [61] 0.04777744 0.10144540 0.10144540 0.10144540 1.01947447 1.01947447
#> [67] 1.01947447 1.01947447 1.26177582 1.26177582 1.26177582 1.26177582
#> [73] 1.26177582 1.01947447 1.01947447 1.01947447 1.01947447 1.01947447
#> [79] 0.04777744 0.04777744 0.04777744 0.04777744 0.04777744 2.08629993
#> [85] 2.08629993 2.08629993 2.08629993 0.43007110 0.43007110 0.43007110
#> [91] 0.43007110 0.04777744 2.08629993 2.08629993 2.08629993 0.81893628
#> [97] 0.81893628 0.81893628 1.01947447 1.01947447 1.01947447 1.01947447
#> [103] 0.24012569 0.24012569 0.24012569 0.24012569 0.94776774 0.94776774
#> [109] 0.94776774 0.94776774 1.26326658 1.26326658 1.26326658 1.26326658
#> [115] 1.26326658 0.04777744 0.04777744 0.04777744 0.04777744 0.66769390
#> [121] 0.66769390 0.66769390 -0.17659363 -0.17659363 -0.17659363 -0.17659363
#> [127] 0.43007110 0.43007110 0.43007110 0.43007110 1.57506493 1.57506493
#> [133] 1.57506493 1.57506493 -0.57693404 -0.57693404 -0.57693404 -0.57693404
#> [139] -1.18192366 -1.18192366 -1.18192366 -1.18192366 -1.18192366 0.32057449
#> [145] 0.32057449 0.32057449 0.32057449 -0.32198638 -0.32198638 -0.32198638
#> [151] -0.32198638 -0.32198638 NA NA NA 1.01947447
#> [157] 1.01947447 1.01947447 -0.32198638 -0.32198638 -0.32198638 -0.32198638
#> [163] 0.32057449 0.32057449 0.32057449 0.43007110 0.43007110 0.43007110
#> [169] 1.84381500 1.84381500 1.84381500 0.24012569 0.24012569 0.24012569
#> [175] 0.24012569 1.88394745 1.88394745 1.88394745 1.88394745 1.88394745
#> [181] -0.95427104 -0.95427104 -0.95427104 -0.95427104 -0.95427104 -0.32198638
#> [187] -0.32198638 -0.32198638 -0.32198638 -0.32198638 1.57506493 1.57506493
#> [193] 1.57506493 1.57506493 -0.57693404 -0.57693404 -0.57693404 -0.57693404
#> [199] 0.04777744 0.04777744 -1.88881195 -1.88881195 -1.88881195 -1.88881195
#> [205] 0.43007110 0.43007110 0.43007110 -0.57693404 -0.57693404 -0.57693404
#> [211] -0.57693404 0.10144540 0.10144540 0.10144540 2.54912777 2.54912777
#> [217] 2.54912777 2.54912777 1.53920598 1.53920598 1.53920598 1.53920598
#> [223] -0.01724797 -0.01724797 -0.01724797 -0.01724797 -0.17659363 -0.17659363
#> [229] -0.17659363 -0.17659363 0.04777744 0.04777744 0.04777744 0.04777744
#> [235] 0.04777744 2.31733522 2.31733522 2.31733522 2.31733522 2.31733522
#> [241] 2.31733522 0.32057449 0.32057449 0.32057449 0.32057449 0.32057449
#> [247] 0.32057449 1.53920598 1.53920598 1.53920598 2.54912777 2.54912777
#> [253] 2.54912777 2.54912777 -1.02459617 -1.02459617 -1.02459617 -2.82067962
#> [259] 0.63678619 0.63678619 0.63678619 0.63678619 0.66769390 0.66769390
#> [265] 0.66769390 0.66769390 1.37080474 1.37080474 1.37080474 1.37080474
#> [271] 0.24012569 0.24012569 0.24012569 0.24012569 3.15541741 3.15541741
#> [277] 3.15541741 3.15541741 0.32057449 0.32057449 0.32057449 0.32057449
#> [283] -0.57693404 -0.57693404 -0.57693404 -0.57693404 0.24012569 0.24012569
#> [289] 0.24012569 0.24012569 2.31733522 2.31733522 2.31733522 2.31733522
#> [295] 2.08167545 2.08167545 2.08167545 2.08167545 1.53920598 1.53920598
#> [301] 1.53920598 1.53920598 0.66769390 0.66769390 0.66769390 0.66769390
#> [307] 0.66769390 1.81440917 1.81440917 1.81440917 1.81440917 1.57506493
#> [313] 1.57506493 1.57506493 1.57506493 1.26177582 1.26177582 1.26177582
#> [319] 1.26177582 1.26177582 1.26177582 1.26177582 1.81440917 1.81440917
#> [325] 1.81440917 1.81440917 1.81440917 1.26326658 1.26326658 1.26326658
#> [331] 1.26326658 NA NA NA NA -0.32198638
#> [337] -0.32198638 -0.32198638 -0.32198638 2.35247762 2.35247762 2.35247762
#> [343] 2.35247762 2.35247762 2.35247762 2.35247762 2.35247762 2.35247762
#> [349] 2.08629993 2.08629993 2.08629993 2.08629993 2.76890374 2.76890374
#> [355] 2.76890374 2.76890374 2.08629993 2.08629993 2.08629993 2.08629993
#> [361] 2.31733522 2.31733522 2.31733522 2.31733522 0.32057449 0.32057449
#> [367] 0.32057449 0.32057449 0.04777744 -0.57693404 -0.57693404 1.26177582
#> [373] 1.26177582 1.26177582 1.26177582 -1.18192366 -1.18192366 -1.18192366
#> [379] -1.18192366 0.94776774 0.94776774 0.94776774 0.94776774 -0.95427104
#> [385] -0.95427104 -0.95427104 -0.95427104 0.66523053 0.66523053 0.66523053
#> [391] 0.66523053 0.66523053 -0.57693404 -0.57693404 -0.57693404 -0.57693404
#> [397] -0.57693404 -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.34918388
#> [403] -0.34918388 -0.34918388 -0.34918388 2.31733522 2.31733522 2.31733522
#> [409] -0.32198638 -0.32198638 -0.32198638 -0.32198638 0.04777744 0.04777744
#> [415] 0.04777744 0.04777744 1.81440917 1.81440917 1.81440917 1.81440917
#> [421] 0.94776774 0.94776774 0.94776774 0.94776774 0.43007110 0.43007110
#> [427] 0.43007110 0.43007110 1.53920598 1.53920598 1.53920598 1.53920598
#> [433] 1.53920598 NA NA NA NA -0.57693404
#> [439] -0.57693404 -0.57693404 -0.57693404 -0.77955940 -0.77955940 -0.77955940
#> [445] -0.77955940 -0.77955940 0.24012569 0.24012569 0.24012569 0.24012569
#> [451] 0.94776774 0.94776774 0.94776774 0.94776774 2.57008863 2.57008863
#> [457] 2.57008863 2.57008863 2.57008863 1.01947447 1.01947447 1.01947447
#> [463] 1.84381500 1.84381500 1.84381500 1.57506493 1.57506493 1.57506493
#> [469] 1.57506493 -5.80376219 -5.80376219 -5.80376219 -5.80376219 2.76890374
#> [475] 2.76890374 2.76890374 2.76890374 2.76890374 -0.77955940 -0.77955940
#> [481] -0.77955940 -0.77955940 0.94776774 0.94776774 0.94776774 0.94776774
#> [487] 1.53920598 1.53920598 1.53920598 1.53920598 1.53920598 1.53920598
#> [493] 1.53920598 1.53920598 1.53920598 1.53920598 -0.57693404 -0.57693404
#> [499] -0.57693404 -0.57693404 0.04777744 0.04777744 0.04777744 0.66769390
#> [505] 0.66769390 0.66769390 0.66769390 0.66769390 1.37080474 1.37080474
#> [511] 1.37080474 1.37080474 0.32057449 0.32057449 0.32057449 0.32057449
#> [517] 0.66769390 0.66769390 0.66769390 0.66769390 0.66769390 -1.18192366
#> [523] -1.18192366 -1.18192366 -1.18192366 -5.39174617 -5.39174617 -5.39174617
#> [529] -5.39174617 -5.39174617 -0.32198638 -0.32198638 -0.32198638 -2.10044386
#> [535] -2.10044386 -2.10044386 1.81440917 1.81440917 1.81440917 1.81440917
#> [541] 0.10144540 0.10144540 0.10144540 0.10144540 0.10144540 2.31733522
#> [547] 2.31733522 2.31733522 2.31733522 0.04777744 0.04777744 0.04777744
#> [553] 0.04777744 0.04777744 NA NA NA NA
#> [559] 0.66769390 0.66769390 0.66769390 0.32057449 0.32057449 0.32057449
#> [565] 1.26177582 1.26177582 1.26177582 1.26177582 -0.32198638 -0.32198638
#> [571] -0.32198638 -0.32198638 0.04777744 0.04777744 0.04777744 0.04777744
#> [577] NA -1.55221271 -1.55221271 -0.57693404 -0.57693404 -0.57693404
#> [583] -0.57693404 0.94776774 -4.28567708 -4.28567708 -4.28567708 -4.28567708
#> [589] -3.21277379 -3.21277379 -3.21277379 -3.21277379 -3.21277379 -1.74780621
#> [595] -1.74780621 -1.74780621 -1.74780621 -0.67380818 -0.67380818 -0.67380818
#> [601] -0.67380818 2.31733522 2.31733522 2.31733522 0.04777744 0.04777744
#> [607] 0.04777744 0.04777744 -1.48019642 -1.48019642 -1.48019642 -1.48019642
#> [613] 1.26177582 1.26177582 1.26177582 1.26177582 -0.95427104 -0.95427104
#> [619] -0.95427104 0.32057449 0.32057449 0.32057449 1.81440917 1.81440917
#> [625] 1.81440917 -1.74780621 -1.74780621 -1.74780621 NA 0.43007110
#> [631] 0.43007110 0.43007110 0.43007110 -0.77955940 -0.77955940 -0.77955940
#> [637] -0.77955940 -0.77955940 1.20761609 1.20761609 1.20761609 1.20761609
#> [643] 1.20761609 -0.34918388 -0.34918388 -0.34918388 -0.34918388 0.81893628
#> [649] 0.81893628 0.81893628 0.81893628 0.81893628 1.20761609 1.20761609
#> [655] 1.20761609 1.20761609 1.20761609 1.26177582 1.26177582 1.26177582
#> [661] -0.77955940 -0.77955940 -0.77955940 -0.77955940 1.01947447 1.01947447
#> [667] 1.01947447 1.01947447 2.08167545 2.08167545 2.08167545 2.08167545
#> [673] 1.84381500 1.84381500 1.84381500 1.84381500 0.94776774 0.94776774
#> [679] 0.94776774 0.94776774 2.76890374 2.76890374 0.04777744 1.81440917
#> [685] 1.81440917 1.81440917 1.81440917 1.81440917 1.53920598 1.53920598
#> [691] 1.53920598 1.53920598 -0.67380818 -0.67380818 -0.67380818 -0.67380818
#> [697] 0.04777744 0.04777744 0.04777744 0.94776774 0.94776774 0.94776774
#> [703] 2.35247762 2.35247762 2.35247762 2.35247762 -0.17659363 -0.17659363
#> [709] -0.17659363 -0.17659363 0.66769390 0.66769390 0.66769390 0.66769390
#> [715] 0.66769390 2.08167545 2.08167545 2.08167545 2.08167545 0.32057449
#> [721] 0.32057449 0.32057449 0.32057449 0.32057449 0.43007110 0.43007110
#> [727] 0.43007110 0.43007110 NA NA NA NA
#> [733] NA 2.76890374 2.76890374 0.43007110 0.43007110 0.43007110
#> [739] 0.43007110 0.32057449 0.32057449 0.32057449 0.32057449 -0.95427104
#> [745] -0.95427104 -0.95427104 -0.95427104 -1.74780621 -1.74780621 -1.74780621
#> [751] -1.74780621 0.66769390 0.66769390 0.66769390 0.66769390 0.66769390
#> [757] -1.35698291 -1.35698291 -1.35698291 -1.35698291 -1.35698291 NA
#> [763] NA NA NA 2.54912777 2.54912777 2.54912777
#> [769] 2.54912777 2.54912777 NA -1.30459500 -1.30459500 -1.30459500
#> [775] -1.30459500 2.76890374 2.76890374 2.76890374 2.76890374 NA
#> [781] NA NA NA NA 0.32057449 0.32057449
#> [787] 0.32057449 0.32057449 0.32057449 1.53920598 1.53920598 1.53920598
#> [793] 1.53920598 1.01947447 1.01947447 1.01947447 1.01947447 1.01947447
#> [799] 2.96436156 2.96436156 2.96436156 2.96436156 2.96436156 2.18498566
#> [805] 2.18498566 2.18498566 0.66769390 0.66769390 0.66769390 0.66769390
#> [811] 3.39217340 3.39217340 3.39217340 3.39217340 NA NA
#> [817] NA NA 3.49617450 3.49617450 3.49617450 3.49617450
#> [823] 3.49617450 1.26177582 1.26177582 1.26177582 1.26177582 3.53071911
#> [829] 3.53071911 3.53071911 3.53071911 3.53071911 1.71653479 1.71653479
#> [835] 1.71653479 1.71653479 1.71653479 0.81893628 0.81893628 0.81893628
#> [841] 0.81893628 0.81893628 3.33560617 3.33560617 3.33560617 3.33560617
#> [847] 3.33560617 2.18498566 2.18498566 2.18498566 2.18498566 -0.95427104
#> [853] -0.95427104 -0.95427104 -0.95427104 0.04777744 0.04777744 0.04777744
#> [859] 0.04777744 0.04777744 -2.10044386 -2.10044386 -2.10044386 0.66769390
#> [865] 0.66769390 0.66769390 0.66769390 2.61075974 2.61075974 2.61075974
#> [871] 2.61075974 2.61075974 0.24012569 0.24012569 0.24012569 0.24012569
#> [877] 0.24012569 -0.17659363 -0.17659363 -0.17659363 -0.17659363 0.43007110
#> [883] 0.43007110 0.43007110 0.66769390 0.66769390 0.66769390 0.66769390
#> [889] 0.04777744 0.04777744 0.04777744 1.81440917 1.81440917 1.81440917
#> [895] -1.18192366 -1.18192366 -1.18192366 -1.18192366 -0.17659363 -0.17659363
#> [901] -0.17659363 -0.17659363 -0.17659363 2.35247762 2.35247762 2.35247762
#> [907] 2.35247762 NA NA NA NA NA
#> [913] -2.59359762 -2.59359762 -2.59359762 -2.59359762 -1.30459500 -1.30459500
#> [919] -1.30459500 1.81440917 1.81440917 1.81440917 1.81440917 1.81440917
#> [925] 0.66769390 0.66769390 0.66769390 0.66769390 NA NA
#> [931] NA NA 2.31733522 2.31733522 2.31733522 2.31733522
#> [937] 1.57506493 1.57506493 1.57506493 1.57506493 1.26177582 1.26177582
#> [943] 1.26177582 1.26177582 1.26177582 2.08629993 2.08629993 2.08629993
#> [949] 0.43007110 0.43007110 0.43007110 0.43007110 0.43007110 0.43007110
#> [955] 0.43007110 0.43007110 -2.26398780 -2.26398780 -2.26398780 0.43007110
#> [961] 0.43007110 0.43007110 0.43007110 0.66769390 0.66769390 0.66769390
#> [967] 0.66769390 0.66769390 1.57506493 1.57506493 1.57506493 1.57506493
#> [973] 1.57506493 1.26177582 1.26177582 1.26177582 1.26177582 1.26177582
#> [979] 0.32057449 0.32057449 0.32057449 0.66769390 0.66769390 0.66769390
#> [985] 0.66769390 0.66769390 NA NA 1.26177582 1.26177582
#> [991] 1.26177582 1.26177582 1.26177582 1.53920598 1.53920598 1.53920598
#> [997] 1.53920598 0.04777744 0.04777744 0.04777744 0.04777744 0.04777744
#> [1003] 0.04777744 0.04777744 0.04777744 0.04777744 0.63678619 0.63678619
#> [1009] 0.63678619 0.63678619 -0.77955940 -0.77955940 -0.77955940 -0.77955940
#> [1015] -0.77955940 0.43007110 0.43007110 0.43007110 0.43007110 1.26177582
#> [1021] -0.17659363 -0.17659363 -0.17659363 -0.17659363 1.01947447 1.01947447
#> [1027] 1.01947447 0.04777744 0.04777744 0.04777744 0.04777744 0.04777744
#> [1033] 0.66769390 0.66769390 0.66769390 0.66769390 0.32057449 0.32057449
#> [1039] 0.32057449 0.32057449 0.32057449 -0.32198638 -0.32198638 -0.32198638
#> [1045] -0.32198638 -0.32198638 -1.18192366 -1.18192366 -1.18192366 -1.18192366
#> [1051] 1.37080474 1.37080474 1.37080474 0.81893628 0.81893628 0.81893628
#> [1057] 0.81893628 -0.17659363 2.76890374 -0.32198638 -0.32198638 -0.32198638
#> [1063] -0.32198638 -2.26398780 -2.26398780 -2.26398780 1.37080474 1.37080474
#> [1069] 1.37080474 1.37080474 -1.55209653 -1.55209653 -1.55209653 -1.55209653
#> [1075] -1.55209653 1.01947447 1.01947447 1.01947447 1.01947447 0.32057449
#> [1081] 0.32057449 0.32057449 -0.34918388 1.01947447 1.01947447 1.01947447
#> [1087] 1.01947447 1.81440917 1.81440917 0.94776774 1.20761609 0.43007110
#> [1093] 0.43007110 0.43007110 0.43007110 0.94776774 0.94776774 0.94776774
#> [1099] 0.66769390 0.66769390 0.66769390 0.66769390 0.66769390 2.08629993
#> [1105] 2.08629993 2.08629993 -0.57693404 -0.57693404 -0.57693404 -0.57693404
#> [1111] -0.92887191 -0.92887191 -0.92887191 1.37080474 1.37080474 1.37080474
#> [1117] 1.37080474 2.96436156 2.96436156 2.96436156 2.96436156 2.96436156
#> [1123] 2.57008863 2.57008863 2.57008863 2.57008863 1.81440917 1.81440917
#> [1129] 1.81440917 1.81440917 1.81440917 0.04777744 0.04777744 0.04777744
#> [1135] 0.04777744 -2.72758934 -2.72758934 -2.72758934 -2.72758934 2.08167545
#> [1141] 2.08167545 0.94776774 0.94776774 0.94776774 0.94776774 1.81440917
#> [1147] 1.81440917 1.81440917 1.57506493 1.57506493 -0.95427104 -0.95427104
#> [1153] -0.95427104 -0.95427104 -1.35698291 -1.35698291 -1.35698291 -1.35698291
#> [1159] -1.55209653 -1.55209653 -1.55209653 -1.55209653 -1.55209653 -1.55209653
#> [1165] -1.55209653 -1.55209653 -1.55209653 0.04777744 0.04777744 0.04777744
#> [1171] 0.04777744 0.04777744 0.81893628 0.81893628 0.81893628 0.81893628
#> [1177] 0.81893628 0.66769390 0.66769390 0.66769390 0.66769390 1.81440917
#> [1183] 1.81440917 1.81440917 1.81440917 1.81440917 1.88394745 1.88394745
#> [1189] 1.88394745 1.88394745 1.71653479 1.71653479 1.71653479 1.71653479
#> [1195] 0.66769390 0.66769390 0.66769390 -0.32198638 1.57506493 1.57506493
#> [1201] 1.57506493 1.57506493 2.76890374 0.66769390 0.66769390 -0.34918388
#> [1207] -0.34918388 -0.34918388 -0.34918388 -0.34918388 -0.34918388 -0.34918388
#> [1213] -0.34918388 NA NA NA NA -0.77955940
#> [1219] -0.77955940 -0.77955940 -0.77955940 0.32057449 0.24012569 0.24012569
#> [1225] 0.24012569 0.24012569 1.37080474 1.37080474 1.37080474 1.26177582
#> [1231] 1.26177582 1.26177582 2.76890374 2.76890374 2.76890374 2.76890374
#> [1237] 0.04777744 0.04777744 0.04777744 0.04777744 1.57506493 1.57506493
#> [1243] 1.57506493 1.57506493 1.57506493 -0.77955940 -0.77955940 -0.77955940
#> [1249] -0.77955940 0.43007110 0.43007110 0.43007110 0.43007110 0.43007110
#> [1255] 2.57008863 2.57008863 2.57008863 2.57008863 2.57008863 -0.77955940
#> [1261] -0.77955940 -0.77955940 -0.77955940 -0.77955940 0.43007110 0.43007110
#> [1267] 0.43007110 0.43007110 0.32057449 0.32057449 1.26177582 1.26177582
#> [1273] -0.17659363 -0.17659363 -0.17659363 -1.35698291 -1.35698291 -1.35698291
#> [1279] -1.35698291 0.94776774 0.94776774 0.94776774 0.94776774 NA
#> [1285] NA NA NA NA NA NA
#> [1291] NA NA 1.01947447 1.01947447 1.01947447 1.01947447
#> [1297] -0.17659363 -0.17659363 -0.17659363 -0.92887191 -0.92887191 -0.92887191
#> [1303] -0.92887191 -0.92887191 1.01947447 1.01947447 1.01947447 1.01947447
#> [1309] 1.37080474 1.37080474 1.37080474 1.37080474 1.37080474 -0.95427104
#> [1315] -0.95427104 -0.95427104 -0.95427104 0.66769390 0.66769390 0.66769390
#> [1321] 0.66769390 0.66769390 -0.32198638 -0.32198638 -0.32198638 -0.32198638
#> [1327] 2.08629993 2.08629993 2.08629993 1.26177582 2.08167545 2.08167545
#> [1333] 2.08167545 2.08167545 -1.48019642 -1.48019642 -1.48019642 -1.30459500
#> [1339] -1.30459500 -1.30459500 -1.30459500 2.57008863 2.57008863 2.57008863
#> [1345] 2.57008863 2.57008863 1.81440917 1.81440917 1.81440917 1.81440917
#> [1351] -0.01724797 -0.01724797 -0.01724797 0.66769390 0.66769390 0.66769390
#> [1357] 0.66769390 1.26177582 1.26177582 1.26177582 1.26177582 1.01947447
#> [1363] 1.01947447 1.01947447 1.01947447 1.01947447 2.08629993 2.08629993
#> [1369] 2.08629993 2.08629993 -0.17659363 -0.17659363 -0.17659363 -0.17659363
#> [1375] -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.67380818
#> [1381] -0.67380818 -0.67380818 -0.67380818 -1.18192366 -1.18192366 -1.18192366
#> [1387] -1.18192366 0.66769390 0.66769390 0.66769390 0.66769390 3.85113993
#> [1393] 3.85113993 3.85113993 3.85113993 3.85113993 -2.38186551 -2.38186551
#> [1399] -2.38186551 -2.38186551 -1.48019642 -1.48019642 -1.48019642 -1.48019642
#> [1405] -1.48019642 0.66769390 1.20761609 1.20761609 1.20761609 1.20761609
#> [1411] -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.77955940 -0.77955940
#> [1417] -0.77955940 -0.77955940 2.57008863 2.57008863 2.57008863 2.57008863
#> [1423] 2.35247762 2.35247762 2.35247762 2.35247762 2.35247762 -2.59359762
#> [1429] -2.59359762 -2.59359762 -0.57693404 -0.57693404 -0.57693404 -0.57693404
#> [1435] -0.57693404 2.57008863 2.57008863 2.57008863 2.57008863 -0.17659363
#> [1441] -0.17659363 -0.17659363 -0.17659363 -0.17659363 2.08167545 2.08167545
#> [1447] 2.08167545 2.36901940 2.36901940 2.36901940 2.36901940 1.88394745
#> [1453] 1.88394745 1.88394745 1.88394745 2.96436156 2.96436156 2.96436156
#> [1459] 2.96436156 2.96436156 2.31733522 2.31733522 2.31733522 1.81440917
#> [1465] 1.81440917 1.81440917 1.84381500 1.84381500 1.84381500 1.84381500
#> [1471] 1.26177582 1.26177582 1.26177582 1.26177582 1.57506493 1.57506493
#> [1477] 1.57506493 1.57506493 -0.67380818 -0.67380818 -0.67380818 -0.67380818
#> [1483] 0.66523053 0.66523053 0.66523053 0.66523053 0.66523053 -0.32198638
#> [1489] -0.32198638 -0.32198638 -2.10044386 -2.10044386 -2.10044386 -2.10044386
#> [1495] -0.77955940 -0.77955940 -0.77955940 -0.77955940 -0.77955940 NA
#> [1501] NA NA NA 1.26177582 1.26177582 1.26177582
#> [1507] 2.08629993 2.08629993 2.08629993 2.08629993 NA NA
#> [1513] NA NA -1.18192366 -1.18192366 -1.18192366 -1.18192366
#> [1519] 3.00545515 3.00545515 3.00545515 3.00545515 3.00545515 1.88394745
#> [1525] 1.88394745 1.88394745 1.88394745 1.37080474 1.37080474 1.37080474
#> [1531] 1.37080474 1.37080474 1.01947447 1.01947447 1.01947447 -0.34918388
#> [1537] -0.34918388 -0.34918388 -0.34918388 -0.34918388 1.53920598 1.53920598
#> [1543] 1.53920598 1.53920598 2.54912777 2.54912777 2.54912777 2.54912777
#> [1549] 0.32057449 0.32057449 0.32057449 0.32057449 NA NA
#> [1555] NA NA 0.43007110 0.43007110 0.43007110 0.43007110
#> [1561] -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.17659363 -0.32198638
#> [1567] -0.32198638 -0.32198638 -0.32198638 -0.32198638 1.81440917 1.81440917
#> [1573] 1.81440917 1.81440917 1.81440917 -0.57693404 -0.57693404 -0.57693404
#> [1579] -0.57693404 0.66769390 0.66769390 0.66769390 0.66769390 4.04258904
#> [1585] 4.04258904 4.04258904 4.04258904 4.04258904 -1.55209653 -1.55209653
#> [1591] -1.55209653 -1.55209653 2.77551410 2.77551410 2.77551410 0.66769390
#> [1597] 0.66769390 0.66769390 0.66769390 -0.67380818 -0.67380818 -0.67380818
#> [1603] -0.67380818 -0.67380818 1.01947447 1.01947447 1.01947447 1.01947447
#> [1609] 1.01947447 2.31733522 2.31733522 2.31733522 2.31733522 2.76890374
#> [1615] 2.76890374 2.76890374 2.76890374 2.76890374 1.37080474 1.37080474
#> [1621] 1.37080474 0.63678619 0.63678619 0.63678619 0.63678619 0.63678619
#> [1627] 1.88394745 1.88394745 1.88394745 -1.18192366 -1.18192366 -1.18192366
#> [1633] 1.01947447 1.01947447 0.43007110 0.43007110 0.43007110 0.66769390
#> [1639] 0.66769390 1.53920598 1.53920598 1.53920598 1.53920598 1.57506493
#> [1645] 1.57506493 1.57506493 1.57506493 1.57506493 0.66769390 0.66769390
#> [1651] 0.66769390 1.37080474 1.37080474 1.37080474 1.37080474 -0.92887191
#> [1657] -0.92887191 -0.92887191 -0.92887191 -0.92887191 -0.57693404 -0.57693404
#> [1663] -0.57693404 -0.57693404 2.08167545 2.08167545 2.08167545 2.08167545
#> [1669] 0.43007110 0.43007110 0.43007110 0.43007110 -1.18192366 -1.18192366
#> [1675] -1.18192366 -1.18192366 1.84381500 1.84381500 1.84381500 1.84381500
#> [1681] 1.37080474 1.57506493 1.57506493 1.57506493 0.43007110 0.43007110
#> [1687] 1.26177582 1.26177582 1.26177582 1.26177582 -0.17659363 -0.17659363
#> [1693] -0.17659363 -0.17659363 -0.92887191 -0.92887191 -0.92887191 -0.92887191
#> [1699] 1.88394745 1.88394745 1.88394745 0.04777744 0.04777744 0.04777744
#> [1705] 0.04777744 NA NA NA -0.17659363 -0.17659363
#> [1711] -0.17659363 -0.01724797 -0.01724797 0.43007110 0.43007110 0.43007110
#> [1717] 0.43007110 1.20761609 1.20761609 1.20761609 1.20761609 1.20761609
#> [1723] -1.30459500 -1.30459500 -1.30459500 -1.30459500 -1.30459500 1.53920598
#> [1729] 1.53920598 1.53920598 -0.17659363 -0.17659363 -0.17659363 -0.17659363
#> [1735] -0.17659363 0.66769390 0.66769390 0.66769390 0.66769390 0.66769390
#> [1741] -0.01724797 -0.01724797 -0.01724797 -0.01724797 -0.32198638 -0.32198638
#> [1747] -0.32198638 -0.32198638 0.32057449 0.32057449 0.32057449 0.32057449
#> [1753] 0.32057449 NA -2.87419725 -2.87419725 -2.87419725 -0.77955940
#> [1759] -0.77955940 -0.77955940 -0.77955940 0.24012569 0.24012569 0.24012569
#> [1765] 0.24012569 -0.32198638 -0.32198638 -0.32198638 -0.32198638 -0.32198638
#> [1771] 0.32057449 0.32057449 0.32057449 0.32057449 -0.77955940 -0.77955940
#> [1777] -0.77955940 -0.77955940 -0.77955940 3.39217340 3.39217340 3.39217340
#> [1783] 3.39217340 3.39217340 3.33560617 3.33560617 3.33560617 3.33560617
#> [1789] 3.33560617 3.17177418 3.17177418 3.17177418 3.17177418 -1.35698291
#> [1795] -1.35698291 -1.35698291 -1.35698291 0.04777744 0.04777744 0.04777744
#> [1801] 0.04777744 0.04777744 1.37080474 1.37080474 1.37080474 1.37080474
#> [1807] 0.43007110 0.43007110 0.43007110 0.43007110 2.54912777 2.54912777
#> [1813] 2.54912777 2.54912777 2.54912777 2.54912777 2.54912777 2.54912777
#> [1819] 2.54912777 2.54912777 0.94776774 0.94776774 0.94776774 0.94776774
#> [1825] 2.36901940 2.36901940 2.36901940 2.36901940 -0.95427104 -0.95427104
#> [1831] -0.95427104 -0.95427104 0.63678619 0.63678619 0.63678619 0.63678619
#> [1837] 0.63678619 2.57008863 2.57008863 2.57008863 2.57008863 2.57008863
#> [1843] 0.63678619 0.63678619 0.63678619 0.63678619 0.63678619 1.57506493
#> [1849] 1.57506493 1.57506493 1.57506493 0.94776774 0.94776774 0.94776774
#> [1855] 0.94776774 0.04777744 0.04777744 0.04777744 -0.57693404 -0.57693404
#> [1861] -0.57693404 -0.57693404 -0.17659363 -0.17659363 -0.17659363 -0.17659363
#> [1867] -1.18192366 -1.18192366 -1.18192366 -1.18192366 -1.35698291 -1.35698291
#> [1873] -1.35698291 -1.35698291 0.63678619 0.63678619 0.63678619 0.63678619
#> [1879] 0.94776774 0.94776774 0.94776774 0.94776774 0.94776774 -2.10044386
#> [1885] -2.10044386 -2.10044386 -2.10044386 0.04777744 0.04777744 1.26177582
#> [1891] 1.26177582 1.26177582 1.26177582 1.01947447 1.01947447 1.01947447
#> [1897] 1.53920598 1.53920598 1.53920598 1.53920598 1.81440917 1.81440917
#> [1903] 1.81440917 1.81440917 1.81440917 0.94776774 0.94776774 0.94776774
#> [1909] 0.94776774 -2.59359762 -2.59359762 -2.59359762