GibbsMixtureModel: Gibbs Sampler for Abstract Mixture Models

Description Usage Arguments Value

View source: R/main.R

Description

Gibbs Sampler for Abstract Mixture Models

Usage

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GibbsMixtureModel(data, component_model = NULL, mixture_model = NULL,
  assignments = NULL, thinning = 1L)

Arguments

data

Data matrix containing points to cluster on

component_model

Distribution of mixture components

mixture_model

Model for component mixing

assignments

Initial assignments. If NULL, initializes all points to the same cluster

thinning

Thinning factor; only keeps 1/thinning samples.

Value

GibbsMixtureModel object.


thetianshuhuang/bmcc_r documentation built on Nov. 5, 2019, 10:05 a.m.