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posterior (version 1.6.1)

diagnostics: List of available convergence diagnostics

Description

A list of available diagnostics and links to their individual help pages.

Arguments

Value

See individual functions for a description of return types.

Details

FunctionDescription
ess_basic()Basic version of effective sample size
ess_bulk()Bulk effective sample size
ess_tail()Tail effective sample size
ess_mean()Effective sample sizes for the mean
ess_median()Effective sample sizes for the median
ess_quantile()Effective sample sizes for quantiles
ess_sd()Effective sample sizes for the standard deviation
mcse_mean()Monte Carlo standard error for the mean
mcse_median()Monte Carlo standard error for the median
mcse_quantile()Monte Carlo standard error for quantiles
mcse_sd()Monte Carlo standard error for the standard deviation
pareto_khat()Pareto khat diagnostic for tail(s)
pareto_diags()Additional diagnostics related to Pareto khat
rhat_basic()Basic version of Rhat
rhat()Improved, rank-based version of Rhat
rhat_nested()Rhat for use with many short chains
rstar()R* diagnostic