| alpha_star | Calculates parameter alpha^* of q^*(b) to optimize the evidence based lower bound (ELBO) in 'survregVB.fit' and 'survregVB.frailty.fit'. |
| dnase | Subset of 'rhDNase' from the 'survival' package |
| elbo | Calculates the variational Bayes convergence criteria, evidence lower bound (ELBO), optimized in 'survregVB.fit'. |
| elbo_cluster | Calculates the variational Bayes convergence criteria, evidence lower bound (ELBO), optimized in 'survregVB.frailty.fit'. |
| eta_star | Calculates parameter eta^* of q^*(sigma^2_{gamma}) to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| lambda_star | Calculates parameter lambda^* of q^*(sigma^2_{gamma}) to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| lung_cancer | Subset of GSE102287: African American (AA) Patients |
| mu_star | Calculates parameter mu^* of q^*(beta) to optimize the evidence based lower bound (ELBO) in 'survregVB.fit'. |
| mu_star_cluster | Calculates parameter mu^* of q^*(beta) to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| omega_star | Calculates parameter omega^* of q^*(b) to optimize the evidence based lower bound (ELBO) in 'survregVB.fit'. |
| omega_star_cluster | Calculates parameter omega^* of q^*(b) to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| print.summary.survregVB | Summary for Variational Bayes log-logistic AFT models. |
| print.survregVB | Variational Bayes Accelererated Failure Time Survival Model Object |
| sigma_squared_star | Calculates parameter sigma^{2*}_i of q^*(gamma_i) for i=1,...,K clusters to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| Sigma_star | Calculates parameter Sigma^* of q^*(beta) to optimize the evidence based lower bound (ELBO) in 'survregVB.fit'. |
| Sigma_star_cluster | Calculates parameter Sigma^* of q^*(beta) to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |
| simulation_frailty | Simulated data incorporating shared frailty effects to model clustered time-to-event data. |
| simulation_nofrailty | Simulated data without shared frailty effects to model unclustered time-to-event data. |
| summary.survregVB | Summary for Variational Bayes log-logistic AFT models. |
| survregVB | Variational Bayesian Analysis of Survival Data Using a Log-Logistic Accelerated Failure Time Model |
| survregVB.fit | Variational Bayesian Analysis of Survival Data Using a Log-Logistic Accelerated Failure Time Model |
| survregVB.frailty.fit | Variational Bayesian Analysis of Correlated Survival Data Using a Log-Logistic Accelerated Failure Time Model |
| survregVB.object | Variational Bayes Accelererated Failure Time Survival Model Object |
| tau_star | Calculates parameter tau^*_i of q^*(gamma_i) for i=1,...,K clusters to optimize the evidence based lower bound (ELBO) in 'survregVB.frailty.fit'. |