SHASH_to_normal: SHASH to normal data transformation

In fMRIscrub: Scrubbing and Other Data Cleaning Routines for fMRI

SHASH to normal data transformation

Description

Transform SHASH-distributed data to normal-distributed data.

Usage

SHASH_to_normal(x, mu, sigma, nu, tau, inverse = FALSE)

Arguments

x	Numeric vector of data to transform.
mu	Parameter that modulates the mean of x.
sigma	Parameter that modulates the variance of x. Must be greater than zero. This parameter is on the logarithm scale.
nu	Parameter that modulates the skewness of x.
tau	Parameter that modulates the tailweight of x. Must be greater than zero. This parameter is on the logarithm scale.
inverse	Transform normal data to SHASH instead? Default: FALSE.

Value

The transformed data.

fMRIscrub documentation built on Oct. 25, 2023, 9:07 a.m.