winzorize: Winsorization

In geiser/rshinystatistics: Shiny Statistics

Winsorization

Description

This function performs the replacement of extreme values by less extreme ones in a dataframe for performing parametric tests

Usage

winzorize(
  dat,
  dv,
  ivs = NULL,
  covar = NULL,
  probs = c(0.05, 0.95),
  skewness = c()
)

Arguments

dat	a data frame containing the values to be winzorized
dv	column with the dependent variable
ivs	columns with the independent variables
covar	columns with the covariante
probs	numeric vector of probabilities with values in [0,1] as used in quantile
skewness	columns in which there were applied skewness transformation

Value

A data frame containing the column with dv values replaced

geiser/rshinystatistics documentation built on Feb. 18, 2024, 6:07 p.m.