Last data update: 2014.03.03

R: Thin an MCMC sample
thinR Documentation

Thin an MCMC sample

Description

Thins the output from an MCMC process

Usage

thin(x, k)

Arguments

x

A vector, matrix or data.frame containing output from an MCMC sampling scheme

k

An integer. This function takes every kth element from x

Details

Note this function does not check to see if k is sensible.

Value

A thinned vector, matrix or data frame containing every kth element of x.

Examples

## A blockwise Metropolis-Hastings chain of 1000 elements, thinned to
## 5th element
##

MCMCSampleBW <- bivnormMH(0.9, type = 'block')
MCMCSampleBW <- thin(MCMCSampleBW, 5)

Results


R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(Bolstad2)
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/Bolstad2/thin.Rd_%03d_medium.png", width=480, height=480)
> ### Name: thin
> ### Title: Thin an MCMC sample
> ### Aliases: thin
> 
> ### ** Examples
> 
> ## A blockwise Metropolis-Hastings chain of 1000 elements, thinned to
> ## 5th element
> ##
> 
> MCMCSampleBW <- bivnormMH(0.9, type = 'block')
> MCMCSampleBW <- thin(MCMCSampleBW, 5)
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>