performance
Assessment of Regression Models Performance

Package index
Search the performance package
Vignettes
Functions
708
Source code
166
Man pages
78
Home
/
CRAN
/
performance: Assessment of Regression Models Performance
/
API

API for performance
Assessment of Regression Models Performance

Global functions
.MVN_hz Source code
.add_r2_ci_to_print Source code
.adjust_dag Source code
.adjust_ic_jacobian Source code
.adjusted_vif Source code
.analytical_icc_ci Source code
.analytical_rmse_ci Source code
.backtransform_sims Source code
.boot_binned_ci Source code
.boot_calculate_rmse Source code
.boot_icc_fun Source code
.boot_icc_fun_lme4 Source code
.boot_r2_fun Source code
.boot_r2_fun_lme4 Source code
.bootstrap_icc Source code
.bootstrap_r2_nakagawa Source code
.bootstrap_rmse Source code
.calculate_rmse Source code
.check_assumptions_glm Source code
.check_assumptions_linear Source code
.check_assumptions_stan Source code
.check_bad_metrics Source code
.check_collinearity Source code
.check_collinearity_zi_model Source code
.check_format_backend Source code
.check_nested Source code
.check_nested.default Source code
.check_nested.numeric Source code
.check_normality Source code
.check_objectnames Source code
.check_outliers.data.frame_method Source code
.check_outliers_ci Source code
.check_outliers_cook Source code
.check_outliers_ics Source code
.check_outliers_iqr Source code
.check_outliers_lof Source code
.check_outliers_mahalanobis Source code
.check_outliers_mahalanobis_robust Source code
.check_outliers_mcd Source code
.check_outliers_optics Source code
.check_outliers_pareto Source code
.check_outliers_thresholds Source code
.check_outliers_thresholds_nowarn Source code
.check_outliers_zscore Source code
.check_r2_ci_args Source code
.check_re_formula Source code
.clusterstructure_dm Source code
.clusterstructure_hopkins Source code
.collapse_cond Source code
.compute_random_vars Source code
.crossv_kfold Source code
.dRsq Source code
.dispersion_parameter Source code
.display_default_format Source code
.do_lme4_bootmer Source code
.durbWats Source code
.extract_features Source code
.finalize_dag Source code
.find_term_assignment Source code
.get_BIC Source code
.get_bfbf_predictions Source code
.get_gradients Source code
.get_gradients.default Source code
.get_gradients.glmerMod Source code
.get_gradients.glmmTMB Source code
.get_gradients.lmerMod Source code
.get_n_factors Source code
.get_poisson_variance Source code
.get_sigma Source code
.get_sigma_bfbayesfactor Source code
.get_sigma_bfbayesfactor_model_average Source code
.ic_weight Source code
.is_integer Source code
.is_lmer_reml Source code
.is_model_valid Source code
.kurtosis Source code
.kurtosis_numeric Source code
.model_diagnostic_homogeneity Source code
.model_diagnostic_ncv Source code
.model_diagnostic_normality Source code
.model_diagnostic_outlier Source code
.model_diagnostic_overdispersion Source code
.model_diagnostic_qq Source code
.model_diagnostic_ranef_qq Source code
.model_diagnostic_vif Source code
.new_diag_overdispersion Source code
.normalize Source code
.normalize_vector Source code
.pRsq Source code
.performance_pcp Source code
.performance_roc_model Source code
.performance_roc_models Source code
.performance_roc_numeric Source code
.predict_score_y Source code
.print_collinearity Source code
.print_dag_results Source code
.print_item_discrimination Source code
.print_item_reliability Source code
.print_md_compare_performance Source code
.process_coords Source code
.psych_outliers Source code
.r2_ci Source code
.r2_coxsnell Source code
.r2_efron Source code
.r2_lm Source code
.r2_lm_manual Source code
.r2_mcfadden Source code
.r2_mckelvey Source code
.r2_nagelkerke Source code
.r2_posterior_model_average Source code
.r2_zi_correlation Source code
.r2_zi_default Source code
.rank_performance_indices Source code
.recode_to_zero Source code
.safe Source code
.sigma Source code
.sigma.BFBayesFactor Source code
.sigma.default Source code
.sigma_glmmTMB_nonmixed Source code
.simres_statistics Source code
.skewness Source code
.skewness_numeric Source code
.std Source code
.term_assignments Source code
.test_bf_areAllBayesian Source code
.test_performance_checks Source code
.test_performance_init Source code
.test_vuong Source code
.test_vuong_AB Source code
.test_vuong_lambda Source code
.test_vuong_pairs Source code
.test_wald Source code
.valid_roc_models Source code
.validate_factor_structure Source code
.vif_ci Source code
.zi_term_assignment Source code
AIC.bife Source code
as.dag Man page Source code
as.data.frame.check_outliers Source code
as.data.frame.icc Source code
as.data.frame.looic Source code
as.data.frame.performance_accuracy Source code
as.data.frame.performance_cv Source code
as.data.frame.performance_pcp Source code
as.data.frame.performance_score Source code
as.data.frame.r2_bayes Source code
as.data.frame.r2_loo Source code
as.data.frame.r2_nakagawa Source code
as.double.check_outliers Source code
as.double.item_omega Source code
as.double.performance_roc Source code
binned_residuals Man page Source code
check_autocorrelation Man page Source code
check_autocorrelation.default Man page Source code
check_clusterstructure Man page Source code
check_collinearity Man page Source code
check_collinearity.BFBayesFactor Source code
check_collinearity.MixMod Source code
check_collinearity.afex_aov Source code
check_collinearity.default Man page Source code
check_collinearity.glmmTMB Man page Source code
check_collinearity.hurdle Source code
check_collinearity.logitor Source code
check_collinearity.zerocount Source code
check_collinearity.zeroinfl Source code
check_concurvity Man page Source code
check_concurvity.gam Source code
check_convergence Man page Source code
check_dag Man page Source code
check_distribution Man page Source code
check_distribution.default Source code
check_distribution.numeric Source code
check_factorstructure Man page Source code
check_group_variation Man page Source code
check_group_variation.data.frame Man page Source code
check_group_variation.default Man page Source code
check_heterogeneity_bias Man page Source code
check_heteroscedasticity Man page Source code
check_heteroscedasticity.default Source code
check_heteroskedasticity Man page
check_homogeneity Man page Source code
check_homogeneity.afex_aov Man page
check_homogeneity.default Source code
check_homogeneity.htest Source code
check_itemscale Man page Source code
check_kmo Man page Source code
check_model Man page Source code
check_model.default Man page Source code
check_model.model_fit Source code
check_model.performance_simres Source code
check_model.stanreg Source code
check_multimodal Man page Source code
check_multimodal.data.frame Source code
check_multimodal.numeric Source code
check_normality Man page Source code
check_normality.afex_aov Source code
check_normality.default Source code
check_normality.glm Source code
check_normality.htest Source code
check_normality.item_omega Source code
check_normality.merMod Man page Source code
check_normality.numeric Source code
check_normality.parameters_efa Source code
check_normality.performance_simres Source code
check_outliers Man page Source code
check_outliers.BFBayesFactor Source code
check_outliers.character Source code
check_outliers.data.frame Man page Source code
check_outliers.default Man page Source code
check_outliers.fa Source code
check_outliers.fixest_multi Source code
check_outliers.glmmTMB Source code
check_outliers.gls Source code
check_outliers.grouped_df Source code
check_outliers.metagen Source code
check_outliers.numeric Man page Source code
check_outliers.omega Source code
check_outliers.parameters_efa Source code
check_outliers.performance_simres Man page Source code
check_outliers.rma Source code
check_overdispersion Man page Source code
check_overdispersion.default Source code
check_overdispersion.fixest_multi Source code
check_overdispersion.glm Source code
check_overdispersion.merMod Source code
check_overdispersion.performance_simres Man page Source code
check_overdispersion.poissonmfx Source code
check_predictions Man page Source code
check_predictions.BFBayesFactor Source code
check_predictions.default Man page Source code
check_predictions.lme Source code
check_predictions.stanreg Source code
check_residuals Man page Source code
check_residuals.default Man page Source code
check_residuals.fa Source code
check_residuals.item_omega Source code
check_residuals.performance_simres Source code
check_singularity Man page Source code
check_singularity.MixMod Source code
check_singularity.clmm Source code
check_singularity.cpglmm Source code
check_singularity.default Source code
check_singularity.glmmTMB Man page Source code
check_singularity.lme Source code
check_singularity.merMod Source code
check_sphericity Man page Source code
check_sphericity.Anova.mlm Source code
check_sphericity.afex_aov Source code
check_sphericity.default Source code
check_sphericity.mlm Source code
check_sphericity_bartlett Man page Source code
check_symmetry Man page Source code
check_symmetry.htest Source code
check_symmetry.numeric Source code
check_zeroinflation Man page Source code
check_zeroinflation.default Man page Source code
check_zeroinflation.performance_simres Man page Source code
classify_distribution Man page
compare_performance Man page Source code
cronbachs_alpha Man page Source code
cronbachs_alpha.data.frame Man page Source code
cronbachs_alpha.matrix Source code
cronbachs_alpha.parameters_pca Source code
display Man page
display.performance_model Man page Source code
display.test_likelihoodratio Source code
display.test_performance Source code
fitted.BFBayesFactor Source code
format.compare_performance Source code
format.performance_model Source code
format.performance_rmse Source code
format.test_likelihoodratio Source code
format.test_performance Source code
icc Man page Source code
item_alpha Man page
item_difficulty Man page Source code
item_discrimination Man page Source code
item_intercor Man page Source code
item_omega Man page Source code
item_omega.data.frame Man page Source code
item_omega.matrix Man page Source code
item_reliability Man page Source code
item_split_half Man page Source code
item_totalcor Man page Source code
logLik.ivreg Source code
logLik.plm Source code
logLik.svycoxph Source code
looic Man page Source code
mae Man page
model_performance Man page Source code
model_performance.BFBayesFactor Man page Source code
model_performance.bife Source code
model_performance.blavaan Source code
model_performance.default Source code
model_performance.fa Man page Source code
model_performance.fixest_multi Source code
model_performance.ivreg Man page Source code
model_performance.kmeans Man page Source code
model_performance.lavaan Man page Source code
model_performance.lm Man page Source code
model_performance.logitor Source code
model_performance.margins Source code
model_performance.merMod Man page Source code
model_performance.mixor Source code
model_performance.mlogit Source code
model_performance.nestedLogit Source code
model_performance.omega Source code
model_performance.parameters_efa Source code
model_performance.rma Man page Source code
model_performance.sem Source code
model_performance.stanreg Man page Source code
mse Man page
multicollinearity Man page
performance Man page
performance-package Man page
performance_accuracy Man page Source code
performance_aic Man page Source code
performance_aic.bayesx Source code
performance_aic.default Man page Source code
performance_aic.lmerMod Man page Source code
performance_aic.logitor Source code
performance_aic.svyglm Source code
performance_aic.vgam Source code
performance_aicc Man page Source code
performance_aicc.bife Source code
performance_aicc.default Source code
performance_aicc.lmerMod Source code
performance_aicc.rma Source code
performance_aicc.vglm Source code
performance_cv Man page Source code
performance_dvour Man page Source code
performance_dvour.default Source code
performance_dvour.estimate_grouplevel Source code
performance_hosmer Man page Source code
performance_logloss Man page Source code
performance_logloss.brmsfit Source code
performance_logloss.default Source code
performance_logloss.logitor Source code
performance_mae Man page Source code
performance_mae.default Source code
performance_mae.logitor Source code
performance_mse Man page Source code
performance_mse.default Source code
performance_mse.logitor Source code
performance_pcp Man page Source code
performance_reliability Man page Source code
performance_reliability.default Source code
performance_rmse Man page Source code
performance_roc Man page Source code
performance_rse Man page Source code
performance_score Man page Source code
plot.binned_residuals Source code
plot.check_autocorrelation Source code
plot.check_clusterstructure Source code
plot.check_collinearity Source code
plot.check_dag Source code
plot.check_distribution Source code
plot.check_distribution_numeric Source code
plot.check_heteroscedasticity Source code
plot.check_model Source code
plot.check_normality Source code
plot.check_outliers Source code
plot.check_overdisp Source code
plot.check_residuals Source code
plot.check_sphericity Source code
plot.compare_performance Source code
plot.performance_pp_check Source code
plot.performance_roc Source code
plot.performance_simres Source code
plot.test_likelihoodratio Source code
plot.test_performance Source code
pp_check.glm Source code
pp_check.lm Source code
print.binned_residuals Source code
print.check_autocorrelation Source code
print.check_collinearity Source code
print.check_concurvity Source code
print.check_dag Source code
print.check_distribution Source code
print.check_distribution_numeric Source code
print.check_group_variation Source code
print.check_heterogeneity_bias Source code
print.check_heteroscedasticity Source code
print.check_itemscale Source code
print.check_model Source code
print.check_normality Source code
print.check_normality_binom Source code
print.check_outliers Source code
print.check_outliers_metafor Source code
print.check_outliers_metagen Source code
print.check_outliers_simres Source code
print.check_overdisp Source code
print.check_residuals Source code
print.check_sphericity Source code
print.check_symmetry Source code
print.check_zi Source code
print.compare_performance Source code
print.icc Source code
print.icc_by_group Source code
print.icc_decomposed Source code
print.item_difficulty Source code
print.item_discrimination Source code
print.item_omega Source code
print.item_reliability Source code
print.looic Source code
print.performance_accuracy Source code
print.performance_cv Source code
print.performance_hosmer Source code
print.performance_model Source code
print.performance_omega Source code
print.performance_pcp Source code
print.performance_pp_check Source code
print.performance_rmse Source code
print.performance_roc Source code
print.performance_score Source code
print.performance_simres Source code
print.r2_bayes Source code
print.r2_generic Source code
print.r2_loo Source code
print.r2_mlm Source code
print.r2_nakagawa Source code
print.r2_nakagawa_by_group Source code
print.r2_pseudo Source code
print.test_likelihoodratio Source code
print.test_performance Source code
print_html Man page
print_html.check_group_variation Source code
print_html.check_itemscale Source code
print_html.compare_performance Source code
print_html.item_difficulty Source code
print_html.item_discrimination Source code
print_html.item_omega Source code
print_html.item_reliability Source code
print_html.test_likelihoodratio Source code
print_html.test_performance Source code
print_md Man page
print_md.check_itemscale Source code
print_md.compare_performance Man page Source code
print_md.item_difficulty Source code
print_md.item_discrimination Source code
print_md.item_omega Source code
print_md.item_reliability Source code
print_md.performance_model Man page Source code
print_md.test_likelihoodratio Source code
print_md.test_performance Source code
r2 Man page Source code
r2.Arima Source code
r2.BBreg Source code
r2.DirichletRegModel Source code
r2.aov Source code
r2.betareg Source code
r2.bigglm Source code
r2.biglm Source code
r2.brmsfit Source code
r2.censReg Source code
r2.default Man page Source code
r2.feis Source code
r2.felm Source code
r2.fixest Source code
r2.fixest_multi Source code
r2.gam Source code
r2.glm Source code
r2.glmmTMB Source code
r2.hurdle Source code
r2.iv_robust Source code
r2.ivreg Source code
r2.lm Source code
r2.lm_robust Source code
r2.lmrob Source code
r2.logitmfx Source code
r2.mblogit Source code
r2.mclogit Source code
r2.merMod Man page Source code
r2.mhurdle Source code
r2.mlm Man page Source code
r2.mmclogit Source code
r2.multinom Source code
r2.nestedLogit Source code
r2.ols Source code
r2.oohbchoice Source code
r2.plm Source code
r2.rma Source code
r2.selection Source code
r2.sem Source code
r2.summary.lm Source code
r2.svyglm Source code
r2.systemfit Source code
r2.vglm Source code
r2.wbm Source code
r2_bayes Man page Source code
r2_coxsnell Man page Source code
r2_coxsnell.bife Source code
r2_coxsnell.clm Source code
r2_coxsnell.coxph Source code
r2_coxsnell.glm Source code
r2_coxsnell.glmmTMB Source code
r2_coxsnell.logitmfx Source code
r2_coxsnell.mblogit Source code
r2_coxsnell.mclogit Source code
r2_coxsnell.multinom Source code
r2_coxsnell.nestedLogit Source code
r2_coxsnell.svycoxph Source code
r2_efron Man page Source code
r2_efron.default Source code
r2_ferrari Man page Source code
r2_ferrari.default Man page Source code
r2_kullback Man page Source code
r2_kullback.default Source code
r2_kullback.glm Man page Source code
r2_loo Man page Source code
r2_loo_posterior Man page Source code
r2_loo_posterior.BFBayesFactor Source code
r2_loo_posterior.brmsfit Man page Source code
r2_loo_posterior.stanmvreg Source code
r2_loo_posterior.stanreg Man page
r2_mcfadden Man page Source code
r2_mcfadden.clm2 Source code
r2_mcfadden.glm Source code
r2_mcfadden.logitmfx Source code
r2_mcfadden.mblogit Source code
r2_mcfadden.mclogit Source code
r2_mcfadden.mlogit Source code
r2_mcfadden.vglm Source code
r2_mckelvey Man page Source code
r2_mckelvey.default Source code
r2_mlm Man page Source code
r2_mlm.mlm Source code
r2_nagelkerke Man page Source code
r2_nagelkerke.bife Source code
r2_nagelkerke.clm Source code
r2_nagelkerke.clm2 Source code
r2_nagelkerke.coxph Source code
r2_nagelkerke.glm Source code
r2_nagelkerke.glmmTMB Source code
r2_nagelkerke.logitmfx Source code
r2_nagelkerke.mblogit Source code
r2_nagelkerke.mclogit Source code
r2_nagelkerke.multinom Source code
r2_nagelkerke.nestedLogit Source code
r2_nagelkerke.svycoxph Source code
r2_nakagawa Man page Source code
r2_posterior Man page Source code
r2_posterior.BFBayesFactor Man page Source code
r2_posterior.brmsfit Man page Source code
r2_posterior.stanmvreg Source code
r2_posterior.stanreg Man page
r2_somers Man page Source code
r2_tjur Man page Source code
r2_tjur.default Source code
r2_tjur.nestedLogit Source code
r2_xu Man page Source code
r2_zeroinflated Man page Source code
reexports Man page
residuals.BFBayesFactor Source code
residuals.check_normality_numeric Source code
residuals.iv_robust Source code
residuals.performance_simres Man page Source code
rmse Man page
rstudent.check_normality_numeric Source code
simulate_residuals Man page Source code
summary.check_group_variation Man page Source code
summary.item_omega Source code
test_bf Man page Source code
test_bf.ListModels Source code
test_bf.default Man page Source code
test_likelihoodratio Man page Source code
test_likelihoodratio.ListNestedRegressions Source code
test_likelihoodratio.default Source code
test_likelihoodratio_ListLavaan Source code
test_lrt Man page
test_performance Man page Source code
test_performance.ListNestedRegressions Source code
test_performance.ListNonNestedRegressions Source code
test_performance.default Source code
test_vuong Man page Source code
test_vuong.ListNestedRegressions Source code
test_vuong.ListNonNestedRegressions Source code
test_vuong.default Source code
test_wald Man page Source code
test_wald.ListNestedRegressions Source code
test_wald.ListNonNestedRegressions Source code
test_wald.default Source code
variance_decomposition Man page Source code
performance documentation built on Nov. 5, 2025, 5:19 p.m.

R Package Documentation

rdrr.io home R language documentation Run R code online

Browse R Packages

CRAN packages Bioconductor packages R-Forge packages GitHub packages

We want your feedback!

Note that we can't provide technical support on individual packages. You should contact the package authors for that.
GitHub issue tracker
ian@mutexlabs.com
Personal blog

 
Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.

Close