summary.pmmh_output {bayesSSM} | R Documentation |
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)
[Package bayesSSM version 0.6.1 Index]