Winsorize

Replace extremely values that are defined by min and max.

out_winsorise(x, min = quantile(x, 0.05), max = quantile(x, 0.95))

out_winsorize(x, min = quantile(x, 0.05), max = quantile(x, 0.95))

Arguments

x	`[univariate vector]` Univariate vector, numeric or ts object with only one dimension.
min	`[numeric(1): quantile(x, 0.05)]` The lower bound, all values lower than this will be replaced by this value.
max	`[numeric(1): quantile(x, 0.95)]` The upper bound, all values above than this will be replaced by this value.

[univariate vector]

Univariate vector, numeric or ts object with only one dimension.

min

[numeric(1): quantile(x, 0.05)]

The lower bound, all values lower than this will be replaced by this value.

max

[numeric(1): quantile(x, 0.95)]

The upper bound, all values above than this will be replaced by this value.

Returns a vector with the same class and attributes as the input vector.

x <- c(1, 3, -1, 5, 10, 100)
out_winsorise(x)
#> [1]  1.0  3.0 -0.5  5.0 10.0 77.5