binned_residuals | Binned residuals for binomial logistic regression |
check_autocorrelation | Check model for independence of residuals. |
check_clusterstructure | Check suitability of data for clustering |
check_collinearity | Check for multicollinearity of model terms |
check_convergence | Convergence test for mixed effects models |
check_dag | Check correct model adjustment for identifying causal effects |
check_distribution | Classify the distribution of a model-family using machine... |
check_factorstructure | Check suitability of data for Factor Analysis (FA) with... |
check_heterogeneity_bias | Check model predictor for heterogeneity bias |
check_heteroscedasticity | Check model for (non-)constant error variance |
check_homogeneity | Check model for homogeneity of variances |
check_itemscale | Describe Properties of Item Scales |
check_model | Visual check of model assumptions |
check_multimodal | Check if a distribution is unimodal or multimodal |
check_normality | Check model for (non-)normality of residuals. |
check_outliers | Outliers detection (check for influential observations) |
check_overdispersion | Check overdispersion (and underdispersion) of GL(M)M's |
check_predictions | Posterior predictive checks |
check_residuals | Check uniformity of simulated residuals |
check_singularity | Check mixed models for boundary fits |
check_sphericity | Check model for violation of sphericity |
check_symmetry | Check distribution symmetry |
check_zeroinflation | Check for zero-inflation in count models |
classify_distribution | Classify the distribution of a model-family using machine... |
compare_performance | Compare performance of different models |
cronbachs_alpha | Cronbach's Alpha for Items or Scales |
display.performance_model | Print tables in different output formats |
icc | Intraclass Correlation Coefficient (ICC) |
item_difficulty | Difficulty of Questionnaire Items |
item_discrimination | Discrimination of Questionnaire Items |
item_intercor | Mean Inter-Item-Correlation |
item_reliability | Reliability Test for Items or Scales |
item_split_half | Split-Half Reliability |
looic | LOO-related Indices for Bayesian regressions. |
model_performance | Model Performance |
model_performance.ivreg | Performance of instrumental variable regression models |
model_performance.kmeans | Model summary for k-means clustering |
model_performance.lavaan | Performance of lavaan SEM / CFA Models |
model_performance.lm | Performance of Regression Models |
model_performance.merMod | Performance of Mixed Models |
model_performance.rma | Performance of Meta-Analysis Models |
model_performance.stanreg | Performance of Bayesian Models |
performance_accuracy | Accuracy of predictions from model fit |
performance_aicc | Compute the AIC or second-order AIC |
performance_cv | Cross-validated model performance |
performance_hosmer | Hosmer-Lemeshow goodness-of-fit test |
performance_logloss | Log Loss |
performance_mae | Mean Absolute Error of Models |
performance_mse | Mean Square Error of Linear Models |
performance-package | performance: An R Package for Assessment, Comparison and... |
performance_pcp | Percentage of Correct Predictions |
performance_rmse | Root Mean Squared Error |
performance_roc | Simple ROC curve |
performance_rse | Residual Standard Error for Linear Models |
performance_score | Proper Scoring Rules |
r2 | Compute the model's R2 |
r2_bayes | Bayesian R2 |
r2_coxsnell | Cox & Snell's R2 |
r2_efron | Efron's R2 |
r2_ferrari | Ferrari's and Cribari-Neto's R2 |
r2_kullback | Kullback-Leibler R2 |
r2_loo | LOO-adjusted R2 |
r2_mcfadden | McFadden's R2 |
r2_mckelvey | McKelvey & Zavoinas R2 |
r2_mlm | Multivariate R2 |
r2_nagelkerke | Nagelkerke's R2 |
r2_nakagawa | Nakagawa's R2 for mixed models |
r2_somers | Somers' Dxy rank correlation for binary outcomes |
r2_tjur | Tjur's R2 - coefficient of determination (D) |
r2_xu | Xu' R2 (Omega-squared) |
r2_zeroinflated | R2 for models with zero-inflation |
reexports | Objects exported from other packages |
simulate_residuals | Simulate randomized quantile residuals from a model |
test_performance | Test if models are different |
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