R: Stability-Selection via Correlated Resampling for 'GAMLSS' Models

# Stability-Selection via Correlated Resampling for 'GAMLSS' Models

## Documentation for package ‘SelectBoost.gamlss’ version 0.2.2

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

## Help Pages

.family_defaults | Reasonable defaults
.family_tolerance | Per-family numeric tolerance for equality checks
.gen_family | Try to generate values for a family
AICc_gamlss | AICc for a gamlss fit
autoboost_gamlss | AutoBoost for GAMLSS (SelectBoost-style)
boys7482 | Anthropometric measurements for Dutch boys (1997 reference)
check_fast_vs_generic | Numerical check: fast vs generic deviance log-likelihood
confidence_functionals | Confidence functionals from a c0 grid
confidence_table | Compute SelectBoost-like confidence table across c0
cv_deviance_sb | K-fold deviance for an sb_gamlss configuration
effect_plot | One-variable effect plot from an sb_gamlss (or gamlss) fit
fastboost_gamlss | FastBoost for GAMLSS (lightweight stability selection)
fast_vs_generic_ll | Compare fast vs generic deviance log-likelihood evaluation
get_density_fun | Get a density function for a gamlss family
knockoff_filter_mu | Knockoff filter for mu (approximate group control)
knockoff_filter_param | Knockoff filter for sigma/nu/tau (approximate group control)
loglik_gamlss_newdata | Log-likelihood (sum) on newdata given a gamlss fit
plot.sb_confidence | Plot confidence functionals
plot.SelectBoost_gamlss | Plot selection proportions for a single sb_gamlss
plot.SelectBoost_gamlss_grid | Plot summary for sb_gamlss_c0_grid
plot.summary.SelectBoost_gamlss | SelectBoost-style wrapper for GAMLSS
plot_sb_gamlss | Plot selection frequencies for sb_gamlss
plot_stability_curves | Plot stability curves p(c0) for selected terms
predict_params | Predict distribution parameters on newdata
print.effect_plot_failure | One-variable effect plot from an sb_gamlss (or gamlss) fit
sb_gamlss | SelectBoost for GAMLSS (stability selection)
sb_gamlss_c0_grid | Stability curves over a c0 grid for sb_gamlss
SelectBoost_gamlss | SelectBoost-style wrapper for GAMLSS
selection_table | Selection table accessor
summary.SelectBoost_gamlss | SelectBoost-style wrapper for GAMLSS
tune_sb_gamlss | Tune select engines/penalties via a small stability run