untransform_in_memory: Untransform coefficient values back to the original scale _In...

In plmmr: Penalized Linear Mixed Models for Correlated Data

Untransform coefficient values back to the original scale In memory

Description

This function unwinds the initial standardization of the data to obtain coefficient values on their original scale. It is called by plmm_format().

Usage

untransform_in_memory(std_scale_beta, p, std_X_details, use_names = TRUE)

Arguments

std_scale_beta	The estimated coefficients on the standardized scale
p	The number of columns in the original design matrix
std_X_details	A list with 3 elements describing the standardized design matrix BEFORE rotation; this should have elements 'scale', 'center', and 'ns'
use_names	Logical: should names be added? Defaults to TRUE. Set to FALSE inside of cvf() helper, as 'ns' will vary within CV folds.

Value

a matrix of estimated coeffcients, 'beta_vals', that is on the scale of the original data.

plmmr documentation built on April 4, 2025, 12:19 a.m.