Package index • BetaDanish

Distribution functions

Core d/p/q/r/h functions for the Beta-Danish distribution

dbetadanish() pbetadanish() qbetadanish() rbetadanish() hbetadanish(): The Beta-Danish Distribution

Maximum likelihood estimation

fit_betadanish(): Fit the Beta-Danish Distribution to Survival Data
gof_betadanish(): Goodness-of-Fit Statistics for Beta-Danish Models
compare_models(): Compare Nested Beta-Danish Models
compare_distributions(): Compare Beta-Danish with Standard Distributions

Bayesian estimation

bayes_betadanish(): Bayesian Estimation for the Beta-Danish Distribution

AFT regression

fit_bd_aft(): Fit Beta-Danish AFT Regression Model

Cure models

fit_bd_cure(): Fit Beta-Danish Cure Models
simulate_bd_cure_data(): Simulate Beta-Danish Cure Data

Competing risks

fit_bd_competing(): Fit Beta-Danish Competing Risks Model
cif_betadanish(): Compute Cumulative Incidence Function (CIF)
cif_compare(): Compare Model-Based CIF to the Aalen-Johansen Estimator

Structural properties

bd_entropy_shannon(): Shannon Entropy of the Beta-Danish Distribution
bd_order_stat_pdf(): Density of the r-th Order Statistic

Diagnostics and plots

plot(<betadanish>): Plot Diagnostics for Beta-Danish Fit
plot(<bd_aft>) plot(<bd_cure>): Cox-Snell Residual Plot for AFT and Cure Fits

S3 methods

summary(<betadanish>): Summary Method for Beta-Danish Fit
print(<betadanish>): Print Method for Beta-Danish Fit
print(<summary.betadanish>): Print Summary Method for Beta-Danish Fit
coef(<betadanish>): Extract Coefficients
vcov(<betadanish>): Extract Variance-Covariance Matrix
logLik(<betadanish>): Extract Log-Likelihood

Reports and pipelines

analyze_betadanish(): Comprehensive Beta-Danish Analysis Pipeline
report_betadanish(): Create a compact report from a BetaDanish model fit
read_survival_data(): Read and Prepare Survival Data
simulate_bd_data(): Simulate Data from the Beta-Danish Distribution

Datasets

remission: Bladder Cancer Remission Times
carbon_fibres: Breaking Stress of Carbon Fibres
transplant: Bone Marrow Transplant Survival
aarset: Aarset Device Failure Times
leukemia: Acute Myelogenous Leukemia Survival
melanoma: Malignant Melanoma Survival After Surgery
brain_cancer: Brain Cancer Survival Data