Files in easystats/performance

Assessment of Regression Models Performance

.github/CODE_OF_CONDUCT.md .github/CONTRIBUTING.md .github/SUPPORT.md NEWS.md R/binned_residuals.R R/check_autocorrelation.R R/check_clusterstructure.R R/check_collinearity.R R/check_concurvity.R R/check_convergence.R R/check_dag.R R/check_distribution.R R/check_factorstructure.R R/check_heterogeneity_bias.R R/check_heteroscedasticity.R R/check_homogeneity.R R/check_htest.R R/check_itemscale.R R/check_model.R R/check_model_diagnostics.R R/check_multimodal.R R/check_normality.R R/check_outliers.R R/check_overdispersion.R R/check_predictions.R R/check_residuals.R R/check_singularity.R R/check_sphericity.R R/check_symmetry.R R/check_zeroinflation.R R/compare_performance.R R/cronbachs_alpha.R R/display.R R/format.R R/get_gradients.R R/helpers.R R/icc.R R/item_difficulty.R R/item_discrimination.R R/item_intercor.R R/item_reliability.R R/item_split_half.R R/logLik.R R/looic.R R/model_performance.R R/model_performance.bayesian.R R/model_performance.bife.R R/model_performance.ivreg.R R/model_performance.kmeans.R R/model_performance.lavaan.R R/model_performance.lm.R R/model_performance.mixed.R R/model_performance.rma.R R/model_performance_default.R R/performance-package.R R/performance_accuracy.R R/performance_aicc.R R/performance_cv.R R/performance_hosmer.R R/performance_logloss.R R/performance_mae.R R/performance_mse.R R/performance_pcp.R R/performance_rmse.R R/performance_roc.R R/performance_rse.R R/performance_score.R R/print-methods.R R/print_md.R R/r2.R R/r2_bayes.R R/r2_ci.R R/r2_coxsnell.R R/r2_efron.R R/r2_ferarri.R R/r2_kl.R R/r2_loo.R R/r2_mcfadden.R R/r2_mckelvey.R R/r2_mlm.R R/r2_nagelkerke.R R/r2_nakagawa.R R/r2_somers.R R/r2_tjur.R R/r2_xu.R R/r2_zeroinflated.R R/reexports.R R/residuals.R R/simulate_residuals.R R/skewness_kurtosis.R R/test_bf.R R/test_likelihoodratio.R R/test_performance.R R/test_vuong.R R/test_wald.R README.Rmd README.md WIP/check_model_logistic.Rmd WIP/docs_check_outliers_iforest.r WIP/generate_distribution.R WIP/r2mlm_init.R WIP/r2mlm_test.R WIP/r2mlm_utils.R WIP/test-model_performance.survey.R WIP/tests.R WIP/vig.rmd cran-comments.md man/binned_residuals.Rd man/check_autocorrelation.Rd man/check_clusterstructure.Rd man/check_collinearity.Rd man/check_convergence.Rd man/check_dag.Rd man/check_distribution.Rd man/check_factorstructure.Rd man/check_heterogeneity_bias.Rd man/check_heteroscedasticity.Rd man/check_homogeneity.Rd man/check_itemscale.Rd man/check_model.Rd man/check_multimodal.Rd man/check_normality.Rd man/check_outliers.Rd man/check_overdispersion.Rd man/check_predictions.Rd man/check_residuals.Rd man/check_singularity.Rd man/check_sphericity.Rd man/check_symmetry.Rd man/check_zeroinflation.Rd man/classify_distribution.Rd man/compare_performance.Rd man/cronbachs_alpha.Rd man/display.performance_model.Rd man/icc.Rd man/item_difficulty.Rd man/item_discrimination.Rd man/item_intercor.Rd man/item_reliability.Rd man/item_split_half.Rd man/looic.Rd man/model_performance.Rd man/model_performance.ivreg.Rd man/model_performance.kmeans.Rd man/model_performance.lavaan.Rd man/model_performance.lm.Rd man/model_performance.merMod.Rd man/model_performance.rma.Rd man/model_performance.stanreg.Rd man/performance-package.Rd man/performance_accuracy.Rd man/performance_aicc.Rd man/performance_cv.Rd man/performance_hosmer.Rd man/performance_logloss.Rd man/performance_mae.Rd man/performance_mse.Rd man/performance_pcp.Rd man/performance_rmse.Rd man/performance_roc.Rd man/performance_rse.Rd man/performance_score.Rd man/r2.Rd man/r2_bayes.Rd man/r2_coxsnell.Rd man/r2_efron.Rd man/r2_ferrari.Rd man/r2_kullback.Rd man/r2_loo.Rd man/r2_mcfadden.Rd man/r2_mckelvey.Rd man/r2_mlm.Rd man/r2_nagelkerke.Rd man/r2_nakagawa.Rd man/r2_somers.Rd man/r2_tjur.Rd man/r2_xu.Rd man/r2_zeroinflated.Rd man/reexports.Rd man/simulate_residuals.Rd man/test_performance.Rd papers/JOSE/cover_letter.Rmd papers/JOSE/cover_letter.pdf papers/JOSE/paper.Rmd papers/JOSE/paper.md papers/JOSE/paper.pdf papers/JOSE/paper_files/figure-latex/model_fig-1.pdf papers/JOSE/paper_longform.Rmd papers/JOSS/make_figs.R papers/JOSS/paper.pdf papers/JOSS/paper_temp.md tests/testthat.R tests/testthat/_snaps/bootstrapped_icc_ci.md tests/testthat/_snaps/check_collinearity.md tests/testthat/_snaps/check_dag.md tests/testthat/_snaps/check_distribution.md tests/testthat/_snaps/compare_performance.md tests/testthat/_snaps/mclogit.md tests/testthat/_snaps/model_performance.rma.md tests/testthat/_snaps/nestedLogit.md tests/testthat/_snaps/pkg-ivreg.md tests/testthat/_snaps/windows/check_itemscale.md tests/testthat/test-backticks.R tests/testthat/test-binned_residuals.R tests/testthat/test-bootstrapped_icc_ci.R tests/testthat/test-check_autocorrelation.R tests/testthat/test-check_collinearity.R tests/testthat/test-check_convergence.R tests/testthat/test-check_dag.R tests/testthat/test-check_distribution.R tests/testthat/test-check_heterogeneity_bias.R tests/testthat/test-check_heteroskedasticity.R tests/testthat/test-check_homogeneity.R tests/testthat/test-check_itemscale.R tests/testthat/test-check_model.R tests/testthat/test-check_normality.R tests/testthat/test-check_outliers.R tests/testthat/test-check_overdispersion.R tests/testthat/test-check_predictions.R tests/testthat/test-check_residuals.R tests/testthat/test-check_singularity.R tests/testthat/test-check_sphericity.R tests/testthat/test-check_zeroinflation.R tests/testthat/test-checks.R tests/testthat/test-compare_performance.R tests/testthat/test-coxph.R tests/testthat/test-cronbachs_alpha.R tests/testthat/test-glmmPQL.R tests/testthat/test-helpers.R tests/testthat/test-icc.R tests/testthat/test-item_difficulty.R tests/testthat/test-item_discrimination.R tests/testthat/test-item_intercor.R tests/testthat/test-item_reliability.R tests/testthat/test-item_splithalf.R tests/testthat/test-mclogit.R tests/testthat/test-model_performance-various.R tests/testthat/test-model_performance.bayesian.R tests/testthat/test-model_performance.gam.R tests/testthat/test-model_performance.kmeans.R tests/testthat/test-model_performance.lm.R tests/testthat/test-model_performance.merMod.R tests/testthat/test-model_performance.rma.R tests/testthat/test-nestedLogit.R tests/testthat/test-performance_aic.R tests/testthat/test-performance_auc.R tests/testthat/test-performance_cv.R tests/testthat/test-performance_roc.R tests/testthat/test-pkg-estimatr.R tests/testthat/test-pkg-fixest.R tests/testthat/test-pkg-ivreg.R tests/testthat/test-r2.R tests/testthat/test-r2_bayes.R tests/testthat/test-r2_coxsnell.R tests/testthat/test-r2_ferrari.R tests/testthat/test-r2_kullback.R tests/testthat/test-r2_mcfadden.R tests/testthat/test-r2_mlm.R tests/testthat/test-r2_nagelkerke.R tests/testthat/test-r2_nakagawa.R tests/testthat/test-r2_tjur.R tests/testthat/test-r2_zeroinflated.R tests/testthat/test-rmse.R tests/testthat/test-roc.R tests/testthat/test-test_likelihoodratio.R tests/testthat/test-test_performance.R tests/testthat/test-test_vuong.R tests/testthat/test-test_wald.R vignettes/check_model.Rmd vignettes/check_model_practical.Rmd vignettes/check_outliers.Rmd vignettes/compare.Rmd vignettes/r2.Rmd vignettes/simulate_residuals.Rmd