transformTurkey: Performsturkey power transformation on a vector

In akunuriYoshitha/BestTransform: Treats the Dataset for Best Possible Transformation

Description

Takes in a vector and conducts Tukey's Ladder of Powers on a vector of values to produce a more-normally distributed vector of values

Usage

transformTurkey(x, start, end, int, plotit, verbose, quiet, statistic, returnLambda)

Arguments

x	A vector of values
start	The starting value of lambda to try
end	The ending value of lambda to try
int	The interval between lambda values to try
plotit	If TRUE, produces plots of Shapiro-Wilks W or Anderson-Darling A vs. lambda, a histogram of transformed values, and a quantile-quantile plot of transformed values
verbose	If TRUE, prints extra output for Shapiro-Wilks W or Anderson-Darling A vs. lambda
quiet	If TRUE, doesn't print any output to the screen
statistic	If 1, uses Shapiro-Wilks test. If 2, uses Anderson-Darling test
returnLambda	If TRUE, returns only the lambda value, not the vector of transformed values

Value

The transformed vector of values.

akunuriYoshitha/BestTransform documentation built on Feb. 19, 2021, 3:23 a.m.