Bolstad: Functions for Elementary Bayesian Inference

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A set of R functions and data sets for the book Introduction to Bayesian Statistics, Bolstad, W.M. (2007), John Wiley & Sons ISBN 0-471-27020-2.

Author
James Curran [aut, cre]
Date of publication
2016-04-06 09:42:51
Maintainer
James Curran <j.curran@auckland.ac.nz>
License
GPL (>= 2)
Version
0.2-33

View on CRAN

Man pages

as.data.frame.Bolstad
as.data.frame.Bolstad
bayes.lin.reg
Bayesian inference for simple linear regression
bayes.lm
Bayesian inference for multiple linear regression
bayes.t.test
Bayesian t-test
bears
bears
binobp
Binomial sampling with a beta prior
binodp
Binomial sampling with a discrete prior
binogcp
Binomial sampling with a general continuous prior
binomixp
Binomial sampling with a beta mixture prior
Bolstad-package
Bolstad Functions
cdf
Cumulative distribution function generic
createPrior
Create prior generic
createPrior.default
Create prior default method
decomp
Plot the prior, likelihood, and posterior on the same plot.
IQR
Interquartile Range generic
lines.Bolstad
Lines method for Bolstad objects
mean.Bolstad
Calculate the posterior mean
median.Bolstad
Median generic
mvnmvnp
Bayesian inference on a mutlivariate normal (MVN) mean with a...
normdp
Bayesian inference on a normal mean with a discrete prior
normgcp
Bayesian inference on a normal mean with a general continuous...
normmixp
Bayesian inference on a normal mean with a mixture of normal...
normnp
Bayesian inference on a normal mean with a normal prior
nvaricp
Bayesian inference for a normal standard deviation with a...
plot.Bolstad
Plot method for objects of type Bolstad
poisdp
Poisson sampling with a discrete prior
poisgamp
Poisson sampling with a gamma prior
poisgcp
Poisson sampling with a general continuous prior
print.Bolstad
Print method for objects of class 'Bolstad'
print.sscsamp
Print method for objects of class 'sscsample'
quantile.Bolstad
Posterior quantiles
sd
Standard deviation generic
sd.Bolstad
Posterior standard deviation
sintegral
Numerical integration using Simpson's Rule
slug
Slug data
sscsample
Simple, Stratified and Cluster Sampling
sscsample.data
Data for simple random sampling, stratified sampling, and...
summary.Bolstad
Summarizing Bayesian Multiple Linear Regression
var
Variance generic
xdesign
Monte Carlo study of randomized and blocked designs

Files in this package

Bolstad
Bolstad/inst
Bolstad/inst/CITATION
Bolstad/NAMESPACE
Bolstad/data
Bolstad/data/slug.rda
Bolstad/data/bears.rda
Bolstad/data/sscsample.data.rda
Bolstad/R
Bolstad/R/IQR.R
Bolstad/R/mean.Bolstad.R
Bolstad/R/sd.R
Bolstad/R/print.Bolstad.R
Bolstad/R/poisgcp.r
Bolstad/R/nvaricp.r
Bolstad/R/cumDistFun.R
Bolstad/R/qFun.R
Bolstad/R/xdesign.r
Bolstad/R/var.R
Bolstad/R/bayes.lin.reg.r
Bolstad/R/median.Bolstad.R
Bolstad/R/print.sintegral.R
Bolstad/R/sysdata.rda
Bolstad/R/mvnmvnp.R
Bolstad/R/quantile.Bolstad.R
Bolstad/R/poisgamp.r
Bolstad/R/plot.Bolstad.r
Bolstad/R/binogcp.r
Bolstad/R/cdf.R
Bolstad/R/summary.Bolstad.R
Bolstad/R/createPrior.R
Bolstad/R/lines.Bolstad.R
Bolstad/R/normmixp.r
Bolstad/R/normnp.r
Bolstad/R/poisdp.r
Bolstad/R/binobp.r
Bolstad/R/sscsample.r
Bolstad/R/bayes.lm.R
Bolstad/R/normdp.r
Bolstad/R/print.sscamp.R
Bolstad/R/sintegral.r
Bolstad/R/Bolstad-package.R
Bolstad/R/bayes.t.gibbs.R
Bolstad/R/binomixp.r
Bolstad/R/print.summary.Bolstad.R
Bolstad/R/decomp.R
Bolstad/R/binodp.r
Bolstad/R/normgcp.r
Bolstad/R/bayes.t.test.R
Bolstad/R/createPrior.default.R
Bolstad/R/as.data.frame.Bolstad.R
Bolstad/MD5
Bolstad/DESCRIPTION
Bolstad/man
Bolstad/man/nvaricp.Rd
Bolstad/man/var.Rd
Bolstad/man/sd.Bolstad.Rd
Bolstad/man/bayes.lin.reg.Rd
Bolstad/man/lines.Bolstad.Rd
Bolstad/man/createPrior.default.Rd
Bolstad/man/binomixp.Rd
Bolstad/man/mvnmvnp.Rd
Bolstad/man/bayes.t.test.Rd
Bolstad/man/sd.Rd
Bolstad/man/binogcp.Rd
Bolstad/man/poisgamp.Rd
Bolstad/man/bears.Rd
Bolstad/man/cdf.Rd
Bolstad/man/as.data.frame.Bolstad.Rd
Bolstad/man/decomp.Rd
Bolstad/man/poisgcp.Rd
Bolstad/man/print.sscsamp.Rd
Bolstad/man/createPrior.Rd
Bolstad/man/slug.Rd
Bolstad/man/median.Bolstad.Rd
Bolstad/man/IQR.Rd
Bolstad/man/normnp.Rd
Bolstad/man/mean.Bolstad.Rd
Bolstad/man/plot.Bolstad.Rd
Bolstad/man/print.Bolstad.Rd
Bolstad/man/sintegral.Rd
Bolstad/man/Bolstad-package.Rd
Bolstad/man/binodp.Rd
Bolstad/man/xdesign.Rd
Bolstad/man/binobp.Rd
Bolstad/man/sscsample.Rd
Bolstad/man/quantile.Bolstad.Rd
Bolstad/man/poisdp.Rd
Bolstad/man/sscsample.data.Rd
Bolstad/man/normgcp.Rd
Bolstad/man/normdp.Rd
Bolstad/man/summary.Bolstad.Rd
Bolstad/man/bayes.lm.Rd
Bolstad/man/normmixp.Rd