Monte Carlo Standard Errors for MCMC


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Documentation for package ‘mcmcse’ version 1.0-1

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ess Estimate effective sample size (ESS) as described in Kass et al. (1998) and Robert and Casella (2004; p. 500).
estvssamp Create a plot that shows how Monte Carlo estimates change with increasing sample size.
mcse Compute Monte Carlo standard errors for expectations.
mcse.mat Apply 'mcse' to each column of a matrix or data frame of MCMC samples.
mcse.q Compute Monte Carlo standard errors for quantiles.
mcse.q.mat Apply 'mcse.q' to each column of a matrix or data frame of MCMC samples.