create_design_in_memory: A function to create a design with an in-memory X matrix

In plmmr: Penalized Linear Mixed Models for Correlated Data

A function to create a design with an in-memory X matrix

Description

A function to create a design with an in-memory X matrix

Usage

create_design_in_memory(X, y, unpen = NULL)

Arguments

X	A numeric matrix in which rows correspond to observations (e.g., samples) and columns correspond to features.
y	A numeric vector representing the outcome for the model. Note: it is the responsibility of the user to ensure that the outcome_col and X have the same row order!
unpen	An optional character vector with the names of columns to mark as unpenalized (i.e., these features would always be included in a model). Note: if you choose to use this option, X must have column names.

Value

A list with elements including a standardized X and model design information

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