Gamma Frailty Regression Models with Multiple Baseline Distributions

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Documentation for package ‘GammaFrailty’ version 0.1.0

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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