R: Gamma Frailty Regression Models with Multiple Baseline Distributions

# Gamma Frailty Regression Models with Multiple Baseline Distributions

## Documentation for package ‘GammaFrailty’ version 0.1.0

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

## Help Pages

baseline_hazard | Baseline Cumulative Hazard and Hazard Functions
bootstrap_waic | Bootstrap WAIC for the Gamma Frailty Model
compare_models | Compare Multiple Gamma Frailty Models
cv_frailty | K-Fold Cross-Validation for the Gamma Frailty Model
diagnostics_table | Summary Diagnostics Table
fit_gamma_frailty | Fit a Gamma Frailty Regression Model
forecast_frailty | Forecast Survival Curves
gamma_frailty | Gamma Frailty Regression Model (Formula Interface)
gamma_frailty_functions | Gamma Frailty Model Functions
influence_frailty | Influence Diagnostics for the Gamma Frailty Model
loglik_gamma_frailty | Log-Likelihood for the Gamma Frailty Model
plot_all | Plot All Diagnostics
plot_baseline | Plot Baseline Distribution Functions
plot_coef_forest | Coefficient Forest Plot
plot_dfbetas | DFBETAS Dot Plot
plot_leverage | Leverage Histogram
plot_qq_residuals | Q-Q Plot of Cox-Snell Residuals
plot_residuals_fitted | Residuals vs Fitted Values Plot
plot_residuals_leverage | Residuals vs Leverage Plot
plot_scale_location | Scale-Location Plot
plot_survival_km | Kaplan-Meier vs Model-Based Survival Plot
predict_frailty | Predictions from a Gamma Frailty Model
residuals_frailty | Residuals for the Gamma Frailty Model
risk_predict | Risk Prediction for New Subjects
r_arvind | Random samples from the Arvind distribution
r_gamma_frailty | Generate Random Survival Times from the Gamma Frailty Model
r_lfr | Random samples from the Linear Failure Rate distribution
r_lindley | Random samples from the Lindley distribution
r_mtl | Random samples from the Modified Topp-Leone distribution
r_pfr | Random samples from the Power Failure Rate distribution
r_pxg | Random samples from the Power Xgamma distribution
simulate_mle_performance | Quick Simulation Performance Check
simulation_study | Monte Carlo Simulation Study for Gamma Frailty Models
survival_at | Survival Probability at Specified Time Points