├── .Rbuildignore ├── .github ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── FUNDING.yml ├── SUPPORT.md ├── dependabot.yaml └── workflows │ ├── R-CMD-check-hard.yaml │ ├── R-CMD-check-main.yaml │ ├── R-CMD-check-weekly.yaml │ ├── R-CMD-check.yaml │ ├── check-all-examples.yaml │ ├── check-link-rot.yaml │ ├── check-random-test-order.yaml │ ├── check-readme.yaml │ ├── check-spelling.yaml │ ├── check-styling.yaml │ ├── check-test-warnings.yaml │ ├── check-vignette-warnings.yaml │ ├── format-suggest.yaml │ ├── html-5-check.yaml │ ├── lint-changed-files.yaml │ ├── lint.yaml │ ├── pkgdown-no-suggests.yaml │ ├── pkgdown.yaml │ ├── revdepcheck.yaml │ ├── test-coverage.yaml │ └── update-to-latest-easystats.yaml ├── .gitignore ├── .lintr ├── CRAN-SUBMISSION ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── NEWS.md ├── R ├── binned_residuals.R ├── check_autocorrelation.R ├── check_clusterstructure.R ├── check_collinearity.R ├── check_concurvity.R ├── check_convergence.R ├── check_dag.R ├── check_distribution.R ├── check_factorstructure.R ├── check_group_variation.R ├── check_heteroscedasticity.R ├── check_homogeneity.R ├── check_htest.R ├── check_itemscale.R ├── check_model.R ├── check_model_diagnostics.R ├── check_multimodal.R ├── check_normality.R ├── check_outliers.R ├── check_overdispersion.R ├── check_predictions.R ├── check_residuals.R ├── check_singularity.R ├── check_sphericity.R ├── check_symmetry.R ├── check_zeroinflation.R ├── compare_performance.R ├── cronbachs_alpha.R ├── display.R ├── format.R ├── get_gradients.R ├── helpers.R ├── icc.R ├── item_difficulty.R ├── item_discrimination.R ├── item_intercor.R ├── item_omega.R ├── item_reliability.R ├── item_split_half.R ├── logLik.R ├── looic.R ├── model_performance.R ├── model_performance.bayesian.R ├── model_performance.bife.R ├── model_performance.ivreg.R ├── model_performance.kmeans.R ├── model_performance.lavaan.R ├── model_performance.lm.R ├── model_performance.mixed.R ├── model_performance.psych.R ├── model_performance.rma.R ├── model_performance_default.R ├── performance-package.R ├── performance_accuracy.R ├── performance_aicc.R ├── performance_cv.R ├── performance_hosmer.R ├── performance_logloss.R ├── performance_mae.R ├── performance_mse.R ├── performance_pcp.R ├── performance_reliability.R ├── performance_rmse.R ├── performance_roc.R ├── performance_rse.R ├── performance_score.R ├── print-methods.R ├── print_md.R ├── r2.R ├── r2_bayes.R ├── r2_ci.R ├── r2_coxsnell.R ├── r2_efron.R ├── r2_ferarri.R ├── r2_kl.R ├── r2_loo.R ├── r2_mcfadden.R ├── r2_mckelvey.R ├── r2_mlm.R ├── r2_nagelkerke.R ├── r2_nakagawa.R ├── r2_somers.R ├── r2_tjur.R ├── r2_xu.R ├── r2_zeroinflated.R ├── reexports.R ├── residuals.R ├── simulate_residuals.R ├── skewness_kurtosis.R ├── sysdata.rda ├── test_bf.R ├── test_likelihoodratio.R ├── test_performance.R ├── test_vuong.R ├── test_wald.R └── zzz-deprecated-check_heterogeneity_bias.R ├── README.Rmd ├── README.md ├── WIP ├── check_model_logistic.Rmd ├── docs_check_outliers_iforest.r ├── generate_distribution.R ├── r2mlm_init.R ├── r2mlm_test.R ├── r2mlm_utils.R ├── test-model_performance.survey.R ├── tests.R └── vig.rmd ├── air.toml ├── cran-comments.md ├── inst ├── CITATION └── WORDLIST ├── man ├── binned_residuals.Rd ├── check_autocorrelation.Rd ├── check_clusterstructure.Rd ├── check_collinearity.Rd ├── check_convergence.Rd ├── check_dag.Rd ├── check_distribution.Rd ├── check_factorstructure.Rd ├── check_group_variation.Rd ├── check_heterogeneity_bias.Rd ├── check_heteroscedasticity.Rd ├── check_homogeneity.Rd ├── check_itemscale.Rd ├── check_model.Rd ├── check_multimodal.Rd ├── check_normality.Rd ├── check_outliers.Rd ├── check_overdispersion.Rd ├── check_predictions.Rd ├── check_residuals.Rd ├── check_singularity.Rd ├── check_sphericity.Rd ├── check_symmetry.Rd ├── check_zeroinflation.Rd ├── classify_distribution.Rd ├── compare_performance.Rd ├── cronbachs_alpha.Rd ├── display.performance_model.Rd ├── figures │ ├── card.png │ ├── figure_workflow.png │ ├── logo.png │ ├── pp_check.png │ ├── unnamed-chunk-14-1.png │ ├── unnamed-chunk-15-1.png │ ├── unnamed-chunk-20-1.png │ └── unnamed-chunk-21-1.png ├── icc.Rd ├── item_difficulty.Rd ├── item_discrimination.Rd ├── item_intercor.Rd ├── item_omega.Rd ├── item_reliability.Rd ├── item_split_half.Rd ├── looic.Rd ├── model_performance.Rd ├── model_performance.fa.Rd ├── model_performance.ivreg.Rd ├── model_performance.kmeans.Rd ├── model_performance.lavaan.Rd ├── model_performance.lm.Rd ├── model_performance.merMod.Rd ├── model_performance.rma.Rd ├── model_performance.stanreg.Rd ├── performance-package.Rd ├── performance_accuracy.Rd ├── performance_aicc.Rd ├── performance_cv.Rd ├── performance_hosmer.Rd ├── performance_logloss.Rd ├── performance_mae.Rd ├── performance_mse.Rd ├── performance_pcp.Rd ├── performance_reliability.Rd ├── performance_rmse.Rd ├── performance_roc.Rd ├── performance_rse.Rd ├── performance_score.Rd ├── r2.Rd ├── r2_bayes.Rd ├── r2_coxsnell.Rd ├── r2_efron.Rd ├── r2_ferrari.Rd ├── r2_kullback.Rd ├── r2_loo.Rd ├── r2_mcfadden.Rd ├── r2_mckelvey.Rd ├── r2_mlm.Rd ├── r2_nagelkerke.Rd ├── r2_nakagawa.Rd ├── r2_somers.Rd ├── r2_tjur.Rd ├── r2_xu.Rd ├── r2_zeroinflated.Rd ├── reexports.Rd ├── simulate_residuals.Rd └── test_performance.Rd ├── paper.bib ├── papers ├── JOSE │ ├── apa.csl │ ├── arxiv.sty │ ├── cover_letter.Rmd │ ├── cover_letter.pdf │ ├── paper.Rmd │ ├── paper.bib │ ├── paper.log │ ├── paper.md │ ├── paper.pdf │ ├── paper_files │ │ └── figure-latex │ │ │ └── model_fig-1.pdf │ ├── paper_longform.Rmd │ └── table1.jpg └── JOSS │ ├── apa.csl │ ├── figure1.png │ ├── figure2.png │ ├── figure_workflow.png │ ├── figures.pptx │ ├── make_figs.R │ ├── paper.pdf │ ├── paper_temp.bib │ └── paper_temp.md ├── performance.Rproj ├── performance.code-workspace ├── pkgdown ├── _pkgdown.yaml └── favicon │ ├── apple-touch-icon-120x120.png │ ├── apple-touch-icon-152x152.png │ ├── apple-touch-icon-180x180.png │ ├── apple-touch-icon-60x60.png │ ├── apple-touch-icon-76x76.png │ ├── apple-touch-icon.png │ ├── favicon-16x16.png │ ├── favicon-32x32.png │ └── favicon.ico ├── tests ├── testthat.R └── testthat │ ├── _snaps │ ├── bootstrapped_icc_ci.md │ ├── check_collinearity.md │ ├── check_dag.md │ ├── check_distribution.md │ ├── check_itemscale.md │ ├── compare_performance.md │ ├── item_omega.md │ ├── mclogit.md │ ├── model_performance.psych.md │ ├── model_performance.rma.md │ ├── nestedLogit.md │ ├── pkg-ivreg.md │ ├── test_likelihoodratio.md │ └── windows │ │ └── check_itemscale.md │ ├── test-backticks.R │ ├── test-binned_residuals.R │ ├── test-bootstrapped_icc_ci.R │ ├── test-check_autocorrelation.R │ ├── test-check_autocorrelation_simres.R │ ├── test-check_collinearity.R │ ├── test-check_convergence.R │ ├── test-check_dag.R │ ├── test-check_distribution.R │ ├── test-check_group_variation.R │ ├── test-check_heteroskedasticity.R │ ├── test-check_homogeneity.R │ ├── test-check_itemscale.R │ ├── test-check_model.R │ ├── test-check_normality.R │ ├── test-check_outliers.R │ ├── test-check_overdispersion.R │ ├── test-check_predictions.R │ ├── test-check_residuals.R │ ├── test-check_singularity.R │ ├── test-check_sphericity.R │ ├── test-check_zeroinflation.R │ ├── test-checks.R │ ├── test-compare_performance.R │ ├── test-coxph.R │ ├── test-cronbachs_alpha.R │ ├── test-glmmPQL.R │ ├── test-helpers.R │ ├── test-icc.R │ ├── test-item_difficulty.R │ ├── test-item_discrimination.R │ ├── test-item_intercor.R │ ├── test-item_omega.R │ ├── test-item_reliability.R │ ├── test-item_splithalf.R │ ├── test-mclogit.R │ ├── test-model_performance-various.R │ ├── test-model_performance.bayesian.R │ ├── test-model_performance.gam.R │ ├── test-model_performance.kmeans.R │ ├── test-model_performance.lavaan.R │ ├── test-model_performance.lm.R │ ├── test-model_performance.merMod.R │ ├── test-model_performance.psych.R │ ├── test-model_performance.rma.R │ ├── test-nestedLogit.R │ ├── test-performance_aic.R │ ├── 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