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fmi (version 0.1.7)

Hierarchical Permutation Tests for Functional Measurement Invariance

Description

Provides a suite of functions to test for Functional Measurement Invariance (FMI) between two groups. Implements hierarchical permutation tests for configural, metric, and scalar invariance, adapting concepts from Multi-Group Confirmatory Factor Analysis (MGCFA) to functional data. Methods are based on concepts from: Meredith, W. (1993) ,5 Yao, F., Müller, H. G., & Wang, J. L. (2005) , and Lee, K. Y., & Li, L. (2022) .

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Install

install.packages('fmi')

Monthly Downloads

164

Version

0.1.7

License

MIT + file LICENSE

Maintainer

Hyeri Kim

Last Published

November 17th, 2025

Functions in fmi (0.1.7)

test_configural

Test for Configural Invariance
determine_npc

Determine Number of FPCs Automatically
compare_latent_means

Compare Latent Means
run_fmi

Run Hierarchical Functional Measurement Invariance (FMI) Tests
simulate_fmi_data

Simulate FMI Data
%>%

Pipe operator
run_growth_example

Berkeley Growth Example Data Wrapper
run_dti_example

DTI Example Data Wrapper
build_scree_plot

Build Scree Plot for Configural Invariance
test_metric

Test for Metric Invariance
test_strict

Test for Strict Invariance
test_scalar

Test for Scalar Invariance