credint {fkbma}R Documentation

Credible Intervals for rjMCMC Results

Description

This function calculates the posterior mean and credible intervals for parameters from the rjMCMC results, including both intercept/exposure parameters and binary parameters. The credible intervals are computed based on the specified confidence level.

Usage

credint(results, level = 0.95)

Arguments

results

An object of class rjMCMC containing the output from the rjMCMC procedure, including posterior samples.

level

The level for the credible intervals (default is 0.95).

Value

A data frame with estimates, lower, and upper bounds of the credible intervals.

Examples


# Example dataset
data("simulated_data")

candsplinevars <- c("X_1")
candbinaryvars <- paste0("Z_", 1:5)
candinter <- c(candsplinevars, candbinaryvars)


results <- rjMCMC(simulated_data, candsplinevars, candbinaryvars, candinter,
                  outcome = "Y", factor_var = "trt")
credint(results)


[Package fkbma version 0.2.0 Index]