summary.pmmh_output: Summary method for PMMH output

In bayesSSM: Bayesian Methods for State Space Models

Summary method for PMMH output

Description

This function returns summary statistics for PMMH output objects, including means, standard deviations, medians, credible intervals, and diagnostics.

Usage

## S3 method for class 'pmmh_output'
summary(object, ...)

Arguments

object	An object of class 'pmmh_output'.
...	Additional arguments.

Value

A data frame containing summary statistics for each parameter.

Examples

# Create dummy chains for two parameters across two chains
chain1 <- data.frame(param1 = rnorm(100), param2 = rnorm(100), chain = 1)
chain2 <- data.frame(param1 = rnorm(100), param2 = rnorm(100), chain = 2)
dummy_output <- list(
  theta_chain = rbind(chain1, chain2),
  diagnostics = list(
    ess = c(param1 = 200, param2 = 190),
    rhat = c(param1 = 1.01, param2 = 1.00)
  )
)
class(dummy_output) <- "pmmh_output"
summary(dummy_output)

bayesSSM documentation built on June 23, 2025, 5:08 p.m.