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Boom (version 0.9.15)

beta.prior: Beta prior for a binomial proportion

Description

Specifies beta prior distribution for a binomial probability parameter.

Usage

BetaPrior(a = 1, b = 1, mean = NULL, sample.size = NULL,
            initial.value = NULL)

Arguments

a

A positive real number interpretable as a prior success count.

b

A positive real number interpretable as a prior failure count.

mean

A positive real number representing a/(a+b).

sample.size

A positive real number representing a+b.

initial.value

An initial value to be used for the variable being modeled. If NULL then the mean of the distribution will be used instead.

Author

Steven L. Scott steve.the.bayesian@gmail.com

Details

The distribution should be specified either with a and b, or with mean and sample.size.

References

Gelman, Carlin, Stern, Rubin (2003), "Bayesian Data Analysis", Chapman and Hall.