pumps: 10 Power Plant Pumps

In rbugs: Fusing R and OpenBugs and Beyond

Description

10 Power Plant Pumps.

Usage

data(pumps)

Format

A data frame with 10 observations on the following 2 variables.

t

The length of the operation time.

x

The number of failures.

Examples

data(pumps)
pumps.data <- list(t = pumps$t, x = pumps$x, N = nrow(pumps))
pumps.model <- system.file("bugs/model/pumps.bug", package="rbugs")
file.show(pumps.model)
pumps.inits <- system.file("bugs/inits/pumps.txt", package="rbugs") 
file.show(pumps.inits)
inits <- list(dget(pumps.inits))
parameters <- c("theta", "alpha", "beta")

## Not run: 
pumps.sim <- rbugs(data = pumps.data, inits, parameters, 
                   pumps.model, n.chains = 1, n.iter = 1000,
                   workingDir="~/tmp/",
                   useWine=TRUE)

## MCMC Analysis
library("coda")
pumps.mcmc <- rbugs2coda(pumps.sim)
summary(pumps.mcmc)
effectiveSize(pumps.mcmc)


## End(Not run)

rbugs documentation built on Jan. 15, 2019, 5:04 p.m.