adjust_outlier.RdAdjust outliers
adjust_outlier(x, q = 0.05)A numeric vector.
Percentile to adjust.
Vaules larger than percentile 1 - q are adjusted to the 1 - q percentile and
values smaller than percentile q are adjusted to the q percentile
A numeric vector with same length as the original one.
set.seed(123)
x = rnorm(40)
x[1] = 100
adjust_outlier(x)
#> [1] 1.82969308 0.70610908 1.48902132 -1.81509255 0.33040958 -1.14215571
#> [7] 0.15719342 -1.82760829 -0.44054688 0.00395328 -0.53711605 -0.01260453
#> [13] 0.17625437 -1.58368027 0.46779179 1.19461175 0.77458193 0.08710445
#> [19] 0.46911077 1.21997897 -0.26603284 0.32072041 -0.74705372 -0.21798121
#> [25] -0.51371691 0.60181312 -1.54982186 -1.70962283 0.77014880 -0.71687304
#> [31] -0.11175643 1.77391011 0.38757775 1.01403374 1.57900674 0.66875596
#> [37] -0.35352209 -1.40586827 -1.82760829 1.82969308