Alpha-Power Hazard Regression Models for Survival Data

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Documentation for package ‘AlphaPowerHazard’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

alpha_power_distribution	Alpha-Power Hazard Distribution Functions and Statistical Properties
alpha_power_functions	Alpha-Power Hazard Model Functions (Models M1-M4)
alpha_power_hazard	Alpha-Power Hazard Regression Model (Formula Interface)
baseline_hazard	Baseline Cumulative Hazard and Hazard Functions
bootstrap_waic	Bootstrap WAIC for the Alpha-Power Hazard Model
compare_models	Model Comparison Table (AIC, BIC, WAIC)
cv_alpha_power	K-Fold Cross-Validation for the Alpha-Power Hazard Model
dalpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
diagnostics_table	Summary Table of Diagnostics
fit_alpha_power	Fit an Alpha-Power Hazard Regression Model (Models M1-M4)
fit_alpha_power_base	Classical Baseline Parameter Estimation Methods
forecast_alpha_power	Predictions from an Alpha-Power Hazard Model
Halpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
halpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
hrf_min_alpha_power	Hazard Rate Function Minimum Location and Value
influence_alpha_power	Influence Diagnostics for the Alpha-Power Hazard Model
loglik_alpha_power	Log-Likelihood for the Alpha-Power Hazard Regression Models
moments_alpha_power	Statistical Moments of the Alpha-Power Hazard Distribution
order_stats_alpha_power	Order Statistics of the Alpha-Power Hazard Distribution
palpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
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_alpha_power	Predictions from an Alpha-Power Hazard Model
qalpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
quantile_stats_alpha_power	Quantile Statistics of the Alpha-Power Hazard Distribution
ralpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
residuals_alpha_power	Residuals for the Alpha-Power Hazard Model
risk_predict	Predictions from an Alpha-Power Hazard Model
r_alpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
r_alpha_power_reg	Random Data Generation for Alpha-Power Hazard Regression Models
salpha_power	Alpha-Power Hazard Distribution Functions and Statistical Properties
simulate_mle_performance	Quick Simulation Performance Check
simulation_study	Monte Carlo Simulation Study for Alpha-Power Hazard Models
stochastic_ordering_alpha_power	Stochastic Ordering Comparison
survival_at	Predictions from an Alpha-Power Hazard Model