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MixLFA (version 1.0.0)

Mixture of Longitudinal Factor Analysis Methods

Description

Provides a function for the estimation of mixture of longitudinal factor analysis models using the iterative expectation-maximization algorithm (Ounajim, Slaoui, Louis, Billot, Frasca, Rigoard (2023) ) and several tools for visualizing and interpreting the models' parameters.

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Version

Install

install.packages('MixLFA')

Monthly Downloads

184

Version

1.0.0

License

GPL-3

Maintainer

Amine Ounajim

Last Published

October 17th, 2024

Functions in MixLFA (1.0.0)

generate_heatmap

Generate Heatmap of an MLFA factor loadings
plot_BIC

Plot BIC Values Across Iterations
MLFA

Estimates a Mixture of Longitudinal Factor Analyzers (MLFA) model
Fixed_coef

Extract Fixed Coefficients from MLFA Results
Predict

Predict the latent factors using the fixed effect coefficients from MLFA Results
stdUnique

Generate Standardized Uniqueness from MLFA Results
simulated_MLFA

simulated_MLFA: Simulated data from the MLFA model
Oblimin_Rotation

Apply Oblimin Rotation to MLFA Factor Loadings