Load required packages for the vignette | We explicitly reference fmi:: functions for clarity | Apply a mean_shift of 1.0 to FPC 1 for Group B | Check data structure
Package: fmi 0.1.7
Hyeri Kim
fmi: Hierarchical Permutation Tests for Functional Measurement Invariance
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) <doi:10.1007/BF02294825>,5 Yao, F., Müller, H. G., & Wang, J. L. (2005) <doi:10.1198/016214504000001745>, and Lee, K. Y., & Li, L. (2022) <doi:10.1111/rssb.12471>.
Authors:
fmi_0.1.7.tar.gz
fmi_0.1.7.tar.gz(r-4.7-any)fmi_0.1.7.tar.gz(r-4.6-any)
fmi_0.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
fmi/json (API)
| # Install 'fmi' in R: |
| install.packages('fmi', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4271deb1a8. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 170 | ||
| source / vignettes | OK | 223 | ||
| linux-release-x86_64 | OK | 209 | ||
| wasm-release | OK | 131 |
Exports:%>%build_scree_plotcompare_latent_meansdetermine_npcrun_dti_examplerun_fmirun_growth_examplesimulate_fmi_datatest_configuraltest_metrictest_scalartest_strict
Dependencies:abindashbitopsbootcliclustercolorspacecpp11deSolvedplyrevaluatefarverfdafdsFNNgamm4genericsggplot2gluegrpreggtablehdrcdehighrisobandkernlabKernSmoothknitrkslabelinglatticelifecyclelme4locfitmagicmagrittrMASSMatrixmclustmgcvminqamulticoolmvtnormnlmenloptrpbspcaPPpillarpkgconfigpracmapurrrR6rainbowrbibutilsRColorBrewerRcppRcppEigenRCurlRdpackreformulasrefundrlangRLRsimS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build Scree Plot for Configural Invariance | build_scree_plot |
| Compare Latent Means | compare_latent_means |
| Determine Number of FPCs Automatically | determine_npc |
| DTI Example Data Wrapper | run_dti_example |
| Run Hierarchical Functional Measurement Invariance (FMI) Tests | run_fmi |
| Berkeley Growth Example Data Wrapper | run_growth_example |
| Simulate FMI Data | simulate_fmi_data |
| Test for Configural Invariance | test_configural |
| Test for Metric Invariance | test_metric |
| Test for Scalar Invariance | test_scalar |
| Test for Strict Invariance | test_strict |