posterior-moments: Get means or standard deviations of parameters from the MCMC...

In mcmcsae: Markov Chain Monte Carlo Small Area Estimation

Get means or standard deviations of parameters from the MCMC output in an mcdraws object

Description

Get means or standard deviations of parameters from the MCMC output in an mcdraws object

Usage

get_means(obj, vnames = NULL)

get_sds(obj, vnames = NULL)

Arguments

obj	an object of class mcdraws.
vnames	optional character vector to select a subset of parameters.

Value

A list with simulation means or standard deviations.

Examples

ex <- mcmcsae_example(n=50)
sampler <- create_sampler(ex$model, data=ex$dat)
sim <- MCMCsim(sampler, burnin=100, n.iter=300, thin=2, n.chain=4)
get_means(sim)
get_means(sim, "e_")
sim <- MCMCsim(sampler, burnin=100, n.iter=300, thin=2, n.chain=4,
  store.mean=c("beta", "u"), store.sds=TRUE)
summary(sim, "beta")
get_means(sim, "beta")
get_sds(sim, "beta")
get_means(sim, "u")
get_sds(sim, "u")

mcmcsae documentation built on Oct. 11, 2023, 1:06 a.m.