lmm_analysis {MariNET}R Documentation

Perform Longitudinal Analysis with Linear Mixed Models (LMM)

Description

This function automates the analysis of longitudinal clinical data using linear mixed models. It models clinical variables and returns a weighted matrix of model coefficient scores.

Usage

lmm_analysis(
  clinical_data,
  variables_to_scale,
  random_effects = "(1 | participant_id)"
)

Arguments

clinical_data

Dataframe containing clinical and metadata for participants, including identifier as participant_id.

variables_to_scale

Character vector of variable names to be analyzed.

random_effects

A character string specifying the random effects formula (default: "(1 | participant_id)").

Value

A matrix of model coefficient scores, where rows represent dependent variables and columns represent independent variables.


[Package MariNET version 1.0.0 Index]