mcmc.summary: Summary function for MCMC output.

In spate: Spatio-Temporal Modeling of Large Data Using a Spectral SPDE Approach

Summary function for MCMC output.

Description

Auxilary function for summarizing MCMC output and illustrating the posterior distributions.

Usage

mcmc.summary(data, probs = c(0.025, 0.5, 0.975), mean = FALSE)

Arguments

data	Matrix of size p x Nmc where p denotes the number of parameters and Nmc the number of MCMC samples.
probs	Vector of quantiles that should be computed for each parameter.
mean	logical; if 'TRUE' the mean of the posterior distributions is computed as well.

Value

Matrix with quantiles and the mean of the posterior distributions.

Author(s)

Fabio Sigrist

Examples

data("spateMCMC")
mcmc.summary(spateMCMC$Post,mean=TRUE)

spate documentation built on Oct. 3, 2023, 5:09 p.m.