Reproducibility Diagnostics for Statistical Modeling


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Documentation for package ‘ReproStat’ version 0.1.2

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coef_stability Coefficient stability
cv_ranking_stability Cross-validation ranking stability
perturb_data Perturb a dataset
plot_cv_stability Plot cross-validation ranking stability
plot_cv_stability_gg ggplot2-based CV ranking stability plot
plot_stability Plot stability diagnostics
plot_stability_gg ggplot2-based stability plot
prediction_stability Prediction stability
print.reprostat Print a reprostat object
pvalue_stability P-value stability
reproducibility_index Reproducibility index
ri_confidence_interval Bootstrap confidence interval for the reproducibility index
run_diagnostics Run reproducibility diagnostics
selection_stability Selection stability