R/standard_igb.R
igb_var2zscore.RdConvert birth measurements to INTERGROWTH z-scores/centiles
igb_lencm2zscore(gagebrth, lencm, sex = "Female") igb_wtkg2zscore(gagebrth, wtkg, sex = "Female") igb_hcircm2zscore(gagebrth, hcircm, sex = "Female") igb_wlr2zscore(gagebrth, wlr, sex = "Female") igb_lencm2centile(gagebrth, lencm, sex = "Female") igb_wtkg2centile(gagebrth, wtkg, sex = "Female") igb_hcircm2centile(gagebrth, hcircm, sex = "Female") igb_wlr2centile(gagebrth, wlr, sex = "Female")
| gagebrth | gestational age at birth in days |
|---|---|
| lencm | length(cm) measurement(s) to convert |
| sex | "Male" or "Female" |
| wtkg | weight (kg) measurement(s) to convert |
| hcircm | head circumference (cm) measurement(s) to convert |
| wlr | weight-length ratio values(s) to convert |
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$subjid)) cppsubj <- subset(cppsubj, sex == "Male") igb_lencm2zscore(cpp$gagebrth, cpp$birthlen, 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