BinomialMixtures: Construct a poset of binomial mixture models.

In sBIC: Computing the Singular BIC for Multiple Models

Description

Creates an object representing a collection of binomial mixture models. There is one model for each fixed number of components from 1 to some specified maximum. In particular each model is identified by a single number specifiying the number of components in the model. Models are naturally ordered by inclusion so that, for example, a model with 2 components comes before a model with 3 or more components.

Usage

BinomialMixtures(maxNumComponents = 1, phi = "default")

Arguments

maxNumComponents	the maximum number of components allowed in a model, will create a hierarchy of all models with less than or equal to this number.
phi	parameter controlling the strength of the sBIC penalty.

Value

An object representing the collection.

sBIC documentation built on May 2, 2019, 4:16 a.m.