winsorize: Winsorization Function

winsorizeR Documentation

Winsorization Function

Description

Winsorize a vector according to the cutoff parameters specified by min and max.

Usage

winsorize(x, min = qnorm(0.05), max = qnorm(0.95))

Arguments

x

A numeric vector to be winsorized. It should be scaled and centered to a normal distribution.

min

The left side cutoff

max

The right side cutoff

Value

A winsorized vector

Examples

out <- winsorize(x = rnorm(1000), min=qnorm(0.05), max = qnorm(0.95))
hist(out,breaks=20)


huangrh/rstarating documentation built on Oct. 28, 2024, 3:33 p.m.