ccvx_hist_post: Plot Concavex model fit

In paulmanser/concavex: Concavex Bayesian Dose-Response Modeling

Description

This function plots posterior distributions for the 3 parameters of the Concavex model

Usage

ccvx_hist_post(ccvx.samples, params = c("theta_0", "theta_1", "lambda"),
  cred.int.width = 0.9)

Arguments

ccvx.samples	List containg Gibbs samples output by ccvx_fit() function
params	Specify for which model parameters to show posterior densities. Allowable values are "theta_0", "theta_1", and "lambda"
cred.int.width	Specify width of credible interval for posteriors. Default is .9 (90% credible interval)

Examples

ccvx.mod <- ccvx_build_jags()
ccvx.samples <- ccvx_fit(ccvx.mod, doses = 0:4, mu.hat = c(1, 20, 50, 60, 65), std.err = rep(10, 5))
par(mfrow=c(1, 3))
ccvx_hist_post(ccvx.samples, params = c("theta_0", "theta_1", "lambda"))

paulmanser/concavex documentation built on May 5, 2019, 5:53 p.m.