PosteriorClusters: Generate the posterior clusters of a Dirichlet Process

Description Usage Arguments Value Examples

View source: R/posterior_clusters.R

Description

Using the stick breaking representation the user can draw the posterior clusters and weights for a fitted Dirichlet Process. See also PosteriorFunction.

Usage

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PosteriorClusters(dpobj, ind)

Arguments

dpobj

Fitted Dirichlet process

ind

Index for which the posterior will be drawn from. Defaults to the last iteration of the fit.

Value

A list with the weights and cluster parameters that form the posterior of the Dirichlet process.

Examples

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y <- rnorm(10)
dp <- DirichletProcessGaussian(y)
dp <- Fit(dp, 5)
postClusters <- PosteriorClusters(dp)

dirichletprocess documentation built on July 2, 2020, 2 a.m.