Robust Bayesian Survival Analysis


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Documentation for package ‘RoBSA’ version 1.0.2

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C D E G I L P R S U W misc

RoBSA-package RoBSA: Robust Bayesian survival analysis

-- C --

calibrate_meta_analytic Create meta-analytic predictive prior distributions
calibrate_quartiles Calibrate prior distributions based on quartiles
check_RoBSA Check fitted RoBSA object for errors and warnings
check_setup Prints summary of '"RoBSA"' corresponding to the input
contr.meandif Mean difference contrast matrix
contr.orthonormal Orthornomal contrast matrix

-- D --

default_prior Default prior distributions
diagnostics Visualizes MCMC diagnostics for a fitted RoBSA object
diagnostics_autocorrelation Visualizes MCMC diagnostics for a fitted RoBSA object
diagnostics_density Visualizes MCMC diagnostics for a fitted RoBSA object
diagnostics_trace Visualizes MCMC diagnostics for a fitted RoBSA object

-- E --

exp-aft Exponential AFT parametric family.
exp_aft_density Exponential AFT parametric family.
exp_aft_hazard Exponential AFT parametric family.
exp_aft_log_density Exponential AFT parametric family.
exp_aft_log_hazard Exponential AFT parametric family.
exp_aft_log_survival Exponential AFT parametric family.
exp_aft_mean Exponential AFT parametric family.
exp_aft_p Exponential AFT parametric family.
exp_aft_q Exponential AFT parametric family.
exp_aft_r Exponential AFT parametric family.
exp_aft_sd Exponential AFT parametric family.
exp_aft_survival Exponential AFT parametric family.
extract_flexsurv Extract parameter estimates from 'flexsurv' object

-- G --

gamma-aft Gamma AFT parametric family.
gamma_aft_density Gamma AFT parametric family.
gamma_aft_hazard Gamma AFT parametric family.
gamma_aft_log_density Gamma AFT parametric family.
gamma_aft_log_hazard Gamma AFT parametric family.
gamma_aft_log_survival Gamma AFT parametric family.
gamma_aft_mean Gamma AFT parametric family.
gamma_aft_p Gamma AFT parametric family.
gamma_aft_q Gamma AFT parametric family.
gamma_aft_r Gamma AFT parametric family.
gamma_aft_sd Gamma AFT parametric family.
gamma_aft_survival Gamma AFT parametric family.
get_default_prior_aux Default prior distributions
get_default_prior_beta_alt Default prior distributions
get_default_prior_beta_alt, Default prior distributions
get_default_prior_beta_null Default prior distributions
get_default_prior_beta_null, Default prior distributions
get_default_prior_factor_alt Default prior distributions
get_default_prior_factor_alt, Default prior distributions
get_default_prior_factor_null Default prior distributions
get_default_prior_factor_null, Default prior distributions
get_default_prior_intercept Default prior distributions
get_default_prior_intercept, Default prior distributions

-- I --

is.RoBSA Reports whether x is a RoBSA object

-- L --

llogis-aft Log-logistic AFT parametric family.
llogis_aft_density Log-logistic AFT parametric family.
llogis_aft_hazard Log-logistic AFT parametric family.
llogis_aft_log_density Log-logistic AFT parametric family.
llogis_aft_log_hazard Log-logistic AFT parametric family.
llogis_aft_log_survival Log-logistic AFT parametric family.
llogis_aft_mean Log-logistic AFT parametric family.
llogis_aft_p Log-logistic AFT parametric family.
llogis_aft_q Log-logistic AFT parametric family.
llogis_aft_r Log-logistic AFT parametric family.
llogis_aft_sd Log-logistic AFT parametric family.
llogis_aft_survival Log-logistic AFT parametric family.
lnorm-aft Log-normal AFT parametric family.
lnorm_aft_density Log-normal AFT parametric family.
lnorm_aft_hazard Log-normal AFT parametric family.
lnorm_aft_log_density Log-normal AFT parametric family.
lnorm_aft_log_hazard Log-normal AFT parametric family.
lnorm_aft_log_survival Log-normal AFT parametric family.
lnorm_aft_mean Log-normal AFT parametric family.
lnorm_aft_p Log-normal AFT parametric family.
lnorm_aft_q Log-normal AFT parametric family.
lnorm_aft_r Log-normal AFT parametric family.
lnorm_aft_sd Log-normal AFT parametric family.
lnorm_aft_survival Log-normal AFT parametric family.

-- P --

plot.RoBSA Plots a fitted RoBSA object
plot_density Survival plots for a RoBSA object
plot_hazard Survival plots for a RoBSA object
plot_models Models plot for a RoBSA object
plot_prediction Survival plots for a RoBSA object
plot_survival Survival plots for a RoBSA object
predict.RoBSA Predict method for RoBSA objects.
print.RoBSA Prints a fitted RoBSA object
print.summary.RoBSA Prints summary object for RoBSA method
prior Creates a prior distribution
prior_factor Creates a prior distribution for factors
prior_informed Creates an informed prior distribution based on research
prior_informed_medicine_names Names of medical subfields from the Cochrane database of systematic reviews
prior_none Creates a prior distribution

-- R --

RoBSA Fit Robust Bayesian Survival Analysis
RoBSA.get_option Options for the RoBSA package
RoBSA.options Options for the RoBSA package
RoBSA.package RoBSA: Robust Bayesian survival analysis
RoBSA_control Control MCMC fitting process
RoBSA_options Options for the RoBSA package
RoBSA_package RoBSA: Robust Bayesian survival analysis

-- S --

set_autofit_control Control MCMC fitting process
set_autofit_control, Control MCMC fitting process
set_convergence_checks Control MCMC fitting process
summary.RoBSA Summarize fitted RoBSA object

-- U --

update.RoBSA Updates a fitted RoBSA object

-- W --

weibull-aft Weibull AFT parametric family.
weibull_aft_density Weibull AFT parametric family.
weibull_aft_hazard Weibull AFT parametric family.
weibull_aft_log_density Weibull AFT parametric family.
weibull_aft_log_hazard Weibull AFT parametric family.
weibull_aft_log_survival Weibull AFT parametric family.
weibull_aft_mean Weibull AFT parametric family.
weibull_aft_p Weibull AFT parametric family.
weibull_aft_q Weibull AFT parametric family.
weibull_aft_r Weibull AFT parametric family.
weibull_aft_sd Weibull AFT parametric family.
weibull_aft_survival Weibull AFT parametric family.

-- misc --

_PACKAGE RoBSA: Robust Bayesian survival analysis