SampleMissing

The missing data structure that provides all infro related to missing data

MissData

A list of the initial values of the parameters; output of the <code>initParameters</code> function.

para

A list object including all the necessary data variables needed by the sampler.

orig

G_household

individual level latent class indexes

Hyper parameters for the prior distributions.

hyper

Sample and update missing data if missing data are presented in the input

This tool set provides a set of functions to fit the nested Dirichlet process mixture of products of multinomial distributions (NDPMPM) model for nested categorical household data in the presence of impossible combinations. It has direct applications in imputing missing values for and generating synthetic versions of nested household data.

SampleMissing: Sample and update missing data

Description

Usage

Arguments