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NestedCategBayesImpute (version 1.2.1)

initData: Initialize the input data structure.

Description

Initialize the input data structure.

Usage

initData(md)

Arguments

md

A list holds all the input data with optional missing data info.

Value

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

origdata

Original data.

n_i

Vector containing the number of individuals in each household in the data.

n

Number of households in the data

HHdataorigT

The transposed household level data -- each column now represents each household.

HHserial

Vector containing the household index for each individual in the data.

n_individuals

The total number of individuals N across all n households in the input data.

n_individuals_real

The real total number of individuals N across all n households. The is the same as n_individuals if the household head hasn't been moved to the household level and different otherwise.

p

Number of individual-level variables.

d

Vector containing the number of levels for each of the p variables.

dataT

The transposed individual level data -- each column now represents each individual.

maxd

The max value in d

n_star_h

Vector containing the number of observed households for the different household sizes in the original data.