AM_demo_mvb_poi: Returns an example of 'AM_mcmc_fit' output produced by the...

In AntMAN: Anthology of Mixture Analysis Tools

Description

This function allows us to generate a sample output of fitting the multivariate Bernoulli model. No arguments are needed to be passed. The purpose of this function is to serve as a demo for users to understand the model's output, without diving too deep into details. By default, this demo generates a sample dataset of dimension 500x4, where the MCMC sampler is specified to run for 2000 iterations, with a burn-in of 1000, and a thinning interval of 10. All possible outputs that can be produced by AM_mcmc_fit are returned (see return value below).

Usage

AM_demo_mvb_poi()

Value

A list containing the following items:

• the vector (or matrix) containing the synthetic data used to fit the model.

• the vector containing the final cluster assignment of each observation.

• an AM_mcmc_output object, which is the typical output of AM_mcmc_fit.

Examples

 mvb_output <- AM_demo_mvb_poi()

AntMAN documentation built on July 23, 2021, 5:08 p.m.