# Stability-Selection via Correlated Resampling for Beta-Regression Models

## Documentation for package ‘SelectBoost.beta’ version 0.4.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

autoplot.sb_beta | User-friendly methods for 'sb_beta()' results
autoplot.sb_beta, | User-friendly methods for 'sb_beta()' results
betareg_enet_gamlss | Beta regression Elastic-Net via GAMLSS (gamlss.lasso)
betareg_glmnet | Pure glmnet IRLS selector for Beta regression
betareg_lasso_gamlss | Beta regression LASSO via GAMLSS
betareg_step_aic | Stepwise Beta regression by AIC
betareg_step_aicc | Stepwise Beta regression by AICc (finite-sample corrected AIC)
betareg_step_bic | Stepwise Beta regression by BIC
compare_selectors_bootstrap | Bootstrap selection frequencies across selectors
compare_selectors_single | Run all selectors once on a dataset
compare_table | Merge single-run results and bootstrap frequencies
fastboost_interval | Interval-response stability selection (fastboost variant)
plot_compare_coeff | Side-by-side coefficient heatmap
plot_compare_freq | Side-by-side selection-frequency heatmap
print.sb_beta | User-friendly methods for 'sb_beta()' results
print.sb_beta, | User-friendly methods for 'sb_beta()' results
print.summary.sb_beta | User-friendly methods for 'sb_beta()' results
print.summary.sb_beta, | User-friendly methods for 'sb_beta()' results
sb_apply_selector_manual | Apply a selector to a collection of resampled designs
sb_beta | SelectBoost for beta-regression models
sb_beta_interval | SelectBoost workflow for interval responses
sb_compute_corr | Core helpers for SelectBoost-style beta regression
sb_group_variables | Core helpers for SelectBoost-style beta regression
sb_normalize | Core helpers for SelectBoost-style beta regression
sb_resample_groups | Generate correlated design replicates for a set of groups
sb_selection_frequency | Compute selection frequencies from coefficient paths
simulation_DATA.beta | Simulate *interval* Beta-regression data (flexible)
summary.sb_beta | User-friendly methods for 'sb_beta()' results
summary.sb_beta, | User-friendly methods for 'sb_beta()' results