transx (version 0.0.1)

out_winsorise: Winsorize

Description

Replace extremely values that are defined by min and max.

Usage

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.

Value

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

See Also

Winsorize

Examples

# NOT RUN {
x <- c(1, 3, -1, 5, 10, 100)
out_winsorise(x)

# }