austrian_twin           Dataset documentation for Frailty package
                        Australian Twin Appendectomy Data
base_cumhaz             Cumulative Baseline Hazard Function
base_haz                Baseline Hazard Function
bayes_factor            Bayes Factor Comparison Between Two Models
bayes_factor_rhr        Bayes Factor Calculation for Model Comparison
calc_loss_estimates     Bayesian Point Estimation and Posterior Risks
                        under Multiple Loss Functions
classH                  Modified Class-H Failure Modes Data
coef.oneshot_kofm       Extract Model Coefficients
compare_rhr_models      Compare Competing Shared RHR Frailty Models
component_moments       Expected Component Lifetimes and Moments
component_moments.oneshot_frailty
                        Marginal Moments for Components under Shared
                        Gamma Frailty
component_moments.oneshot_kofm
                        Marginal Component Moments
compute_mcmc_diagnostics
                        Convergence and Summary Diagnostics for MCMC
                        Chains
compute_p0_p1           Compute Multinomial Logit Probabilities for
                        Zero-Inflation and Cure Fraction
compute_probabilities   Joint Survival and Subset Malfunction
                        Probabilities
cond_prob_rhr           Conditional Probability Measure under Reversed
                        Hazard Rate
confint.oneshot_kofm    Confidence Intervals for Model Parameters
corrFrailty             Fit Correlated Frailty Models for Bivariate
                        Survival Data
corrFrailty.control     Control Parameters for corrFrailty Estimation
cpo                     Conditional Predictive Ordinate (CPO) and Log
                        Pseudo Marginal Likelihood (LPML)
crhr_baseline           Baseline Cumulative Reversed Hazard Rate
                        Function
criteria                Model Selection Criteria and Bayes Factor
                        Comparisons
cross_ratio_rhr         Clayton-Oakes Cross-Ratio Function under
                        Reversed Hazard Rate
d2laplace_frailty       Second Derivative of Laplace Transform of
                        Frailty Distributions
d_rhr_baseline          Baseline Probability Density Function under
                        Reversed Hazard Rate
dens_proper             Proper Conditional Density Function for
                        Susceptible Group
dependence              Dependence Measures and Theoretical Frailty
                        Variance
diagnostics_mcmc        MCMC Convergence Diagnostics
dic                     Deviance Information Criterion (DIC)
dlaplace_frailty        First Derivative of Laplace Transform of
                        Frailty Distributions
eaic                    Expected Akaike Information Criterion (EAIC)
ebic                    Expected Bayesian Information Criterion (EBIC)
em_oneshot_frailty      Expectation-Maximization Algorithm for One-Shot
                        Device Testing Data
em_oneshot_kofm         Expectation-Maximization Algorithm for One-Shot
                        Devices
evaluate_ziprom         Evaluation Metrics and Residual Diagnostics for
                        Zero-Inflated Promotion Models
fb_sim_frailty          Simulate Survival Data with Shared or
                        Univariate Frailty
fisher_info_oneshot     Observed Fisher Information Matrix for One-Shot
                        Devices
fit_add_frailty_bayes   Bayesian Estimation for Additive Shared Frailty
                        Models via MCMC
fit_add_frailty_mle     Maximum Likelihood Estimation for Additive
                        Shared Frailty Models
fit_rhr_frailty_bayes   Bayesian Estimation of Shared Frailty Models
                        under Reversed Hazard Rate
fit_rhr_frailty_mle     Maximum Likelihood Estimation for Shared RHR
                        Frailty Models
fitted.oneshot_kofm     Extract Fitted Values
forecast_ziprom         Multi-Level Significance Survival Forecasting
frailty_bayes           Bayesian Estimation of Shared, Additive, and
                        Multiplicative Frailty Models
frailty_compare         Model Comparison Table for Frailty Models
frailty_fit             Unified Formula Interface for Frailty Models
frailty_mle             Maximum Likelihood Estimation of Shared Frailty
                        Models
generate_powerset       Generate Power Set of Components
hpd_interval            Highest Posterior Density (HPD) Credible
                        Interval
insulin_gdm             Time to Insulin Initiation in Gestational
                        Diabetes Mellitus Dataset
kendall_tau_rhr         Kendall's Tau Measure of Dependence
kidney_bivariate        Kidney Infection Recurrence Bivariate Survival
                        Data
kidney_frailty          Kidney Infection Recurrence Data
kidney_infection        Kidney Infection Bivariate Survival Dataset
laplace_frailty         Laplace Transform of Frailty Distributions
logLik.frailty_bayes    Model Extraction Methods
logLik.oneshot_kofm     Extract Model Log-Likelihood
loglik_add_frailty      Bivariate Survival Log-Likelihood for Additive
                        Shared Frailty Models
loglik_biv_rhr          Bivariate Left-Censored Log-Likelihood under
                        Reversed Hazard Rate
loglik_oneshot          Log-Likelihood Function for One-Shot Devices
lpml                    Log Pseudo Marginal Likelihood (LPML)
mice_tumor              ED01 Mice Tumor Toxicological Data
mttf_k_out_of_m         Mean Time to Failure (MTTF) for k-out-of-M
                        Systems
mttf_k_out_of_m.oneshot_frailty
                        Mean Time to Failure (MTTF) for k-out-of-M
                        Systems
mttf_k_out_of_m.oneshot_kofm
                        Mean Lifetime and Confidence Intervals for
                        k-Out-of-M Systems
oneshot_frailty         Fit Shared Gamma Frailty Model for One-Shot
                        Device Testing Data
oneshot_kofm            Fit Shared Gamma Frailty Model for k-Out-of-M
                        One-Shot Devices
p_rhr_baseline          Baseline Cumulative Distribution Function under
                        Reversed Hazard Rate
plot.add_frailty        Diagnostic and Visualization Plots for Additive
                        Shared Frailty Models
plot.frailty_bayes      S3 Plot Method for Bayesian Frailty Models
plot.oneshot_frailty    Diagnostic and Reliability Plots for One-Shot
                        Device Testing
plot.oneshot_kofm       Diagnostic and Visual Plots for One-Shot
                        Frailty Models
plot.rhr_bayes_fit      Plot Diagnostics for Bayesian Shared RHR
                        Frailty Model
plot.rhr_mle_fit        Plot Diagnostics for Maximum Likelihood Shared
                        RHR Frailty Model
plot.ziprom_fit         Plot Diagnostics and Survival Curves for
                        ziprom_fit Objects
plot_activation_compare
                        Compare Survival Curves Across Activation
                        Schemes
predict.frailty_bayes   Predict Method for Frailty Models
predict.oneshot_kofm    Predict System Reliability or Hazard Rates
predict.ziprom_fit      Prediction and Multi-Level Significance
                        Forecasting for ziprom_fit Models
print.frailty_bayes     Print Methods for Frailty Models
print.oneshot_kofm      Print Method for One-Shot Frailty Model Fits
print.summary.oneshot_kofm
                        Print Summary for One-Shot Frailty Model Fits
print.ziprom_fit        Methods for ziprom_fit Objects
q_rhr_baseline          Baseline Quantile Function under Reversed
                        Hazard Rate
quantile_proper         Quantile Function for Susceptible Group
reliability_k_out_of_m
                        Reliability Evaluation for k-out-of-M Systems
reliability_k_out_of_m.oneshot_frailty
                        System Reliability for k-out-of-M Systems under
                        Gamma Frailty
reliability_k_out_of_m.oneshot_kofm
                        Reliability Evaluation for k-Out-of-M Systems
residuals.frailty_bayes
                        Residuals for Frailty Models
residuals.oneshot_kofm
                        Extract Pearson Residuals
retinopathy_frailty     Diabetic Retinopathy Study Paired Eye Data
rhr_baseline            Baseline Reversed Hazard Rate Function
rzicr_promotion         Random Sample Generator for Zero-Inflated
                        Promotion Models
sim_add_frailty         Simulate Bivariate Survival Data under Additive
                        Shared Frailty Models
sim_biv_rhr_frailty     Simulate Bivariate Left-Censored Survival Data
                        under Shared RHR Frailty
sim_copula              Simulate Dependent Component Lifetimes via
                        Clayton Copula
sim_corrFrailty         Simulate Bivariate Survival Data with
                        Correlated Frailty
sim_data4               Simulated One-Shot Device Test Data with 4
                        Failure Modes
sim_frailty             Simulate Frailty Survival Data or One-Shot
                        Device Lifetimes
sim_oneshot             Simulate One-Shot Device Testing Datasets
sim_oneshot_frailty     Simulate One-Shot Device Lifetimes under Shared
                        Gamma Frailty
sim_oneshot_frailty_lifetimes
                        Simulate Dependent Component Lifetimes via
                        Gamma Frailty
sim_ziprom              Simulate Data from Zero-Inflated Promotion
                        Cure-Rate Models
summary.frailty_bayes   Summary Method for Bayesian Frailty Models
summary.frailty_mle     Summary Method for MLE Frailty Models
summary.oneshot_kofm    Summary Method for One-Shot Frailty Model Fits
surv_proper             Proper Conditional Survival Function for
                        Susceptible Group
test_baseline           Likelihood Ratio Test for Baseline Lifetime
                        Distribution
test_independence       Likelihood Ratio Test for Component
                        Independence
var_frailty             Variance of Frailty Distribution
vcov.oneshot_kofm       Extract Variance-Covariance Matrix
ziprom_core_dens        Population Density Function
ziprom_core_surv        Population Survival Function
ziprom_fit              Fit Zero-Inflated Promotion Cure-Rate Models
                        with Frailty
ziprom_loglik           Log-Likelihood Function for Zero-Inflated
                        Promotion Cure-Rate Models
