create_design_in_memory {plmmr} | R Documentation |
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
[Package plmmr version 4.1.0 Index]