AM_demo_mvn_poi {AntMAN} | R Documentation |

## Returns an example of `AM_mcmc_fit`

output produced by the multivariate gaussian model

### Description

This function allows us to generate a sample output of fitting the multivariate Gaussian 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 500x2, 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_mvn_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

mvn_output <- AM_demo_mvn_poi()

[Package

*AntMAN* version 1.1.0

Index]