beta.binomial: Beta-Binomial Prior Distribution for Models

View source: R/model_priors.R

beta.binomialR Documentation

Beta-Binomial Prior Distribution for Models

Description

Creates an object representing the prior distribution on models for BAS.

Usage

beta.binomial(alpha = 1, beta = 1)

Arguments

alpha

parameter in the beta prior distribution

beta

parameter in the beta prior distribution

Details

The beta-binomial distribution on model size is obtained by assigning each variable inclusion indicator independent Bernoulli distributions with probability w, and then giving w a beta(alpha,beta) distribution. Marginalizing over w leads to the distribution on model size having the beta-binomial distribution. The default hyperparameters lead to a uniform distribution over model size.

Value

returns an object of class "prior", with the family and hyperparameters.

Author(s)

Merlise Clyde

See Also

bas.lm, Bernoulli,uniform

Other priors modelpriors: Bernoulli.heredity(), Bernoulli(), tr.beta.binomial(), tr.poisson(), tr.power.prior(), uniform()

Examples

beta.binomial(1, 10) #' @family priors modelpriors

BAS documentation built on Nov. 2, 2022, 5:09 p.m.