```
library(DescTools)
## generate data
set.seed(9128)
x <- round(runif(100) * 100, 1)
(d.frm <- DescTools::Sort(data.frame(
x,
default = Winsorize(x),
quantile = Winsorize(x, quantile(x, probs=c(0.1, 0.8), na.rm = FALSE)),
fixed_val = Winsorize(x, val=c(15, 85)),
fixed_n = Winsorize(x, val=c(Small(x, k=3)[3], Large(x, k=3)[1])),
closest = Winsorize(x, val=unlist(Closest(x, c(30, 70))))
)))[c(1:10, 90:100), ]
# use Large and Small, if a fix number of values should be winsorized (here k=3)
PlotLinesA(SetNames(d.frm, rownames=NULL), lwd=2, col=Pal("Tibco"),
main="Winsorized Vector")
z <- 0:10
# twosided (default):
Winsorize(z, val=c(2,8))
# onesided:
# ... replace all values > 8 with 8
Winsorize(z, val=c(min(z), 8))
# ... replace all values < 4 with 4
Winsorize(z, val=c(4, max(z)))
```

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