<p>Example dataframe for input categorical data with missing values based on the NYMockexample dataset. It contains 2000 observations and 10 variables.</p><table><tr><td>
    [,1] </td>
<td> OWNERSHIP  </td>
<td> ownership of dwelling </td>
<td> 3 levels </td>
</tr><tr><td>
    [,2] </td>
<td> MORTGAGE </td>
<td> mortgate status </td>
<td> 4 levels </td>
</tr><tr><td>
    [,3] </td>
<td> AGE    </td>
<td> age </td>
<td> 9 levels </td>
</tr><tr><td>
    [,4] </td>
<td> SEX    </td>
<td> sex </td>
<td> 2 levels </td>
</tr><tr><td>
    [,5] </td>
<td> MARST   </td>
<td> martial status </td>
<td> 6 levels </td>
</tr><tr><td>
    [,6] </td>
<td> RACESING     </td>
<td> single race identification </td>
<td> 5 levels </td>
</tr><tr><td>
    [,7] </td>
<td> EDUC        </td>
<td> educational attainment </td>
<td> 11 levels </td>
</tr><tr><td>
    [,8] </td>
<td> EMPSTAT   </td>
<td> employment status </td>
<td> 4 levels </td>
</tr><tr><td>
    [,9] </td>
<td> DISABWRK </td>
<td> work disability status </td>
<td> 3 levels </td>
</tr><tr><td>
    [,10] </td>
<td> VESTAT </td>
<td> veteran status </td>
<td> 3 levels </td>
</tr></table>

These routines create multiple imputations of missing at random categorical data, and create multiply imputed synthesis of categorical data, with or without structural zeros. Imputations and syntheses are based on Dirichlet process mixtures of multinomial distributions, which is a non-parametric Bayesian modeling approach that allows for flexible joint modeling, described in Manrique-Vallier and Reiter (2014) <doi:10.1080/10618600.2013.844700>.

Jingchen Hu

X: Example dataframe for input categorical data with missing values based on the NYMockexample dataset.

Description

Arguments

[,1]	OWNERSHIP	ownership of dwelling	3 levels
[,2]	MORTGAGE	mortgate status	4 levels
[,3]	AGE	age	9 levels
[,4]	SEX	sex	2 levels
[,5]	MARST	martial status	6 levels
[,6]	RACESING	single race identification	5 levels
[,7]	EDUC	educational attainment	11 levels
[,8]	EMPSTAT	employment status	4 levels
[,9]	DISABWRK	work disability status	3 levels
[,10]	VESTAT	veteran status	3 levels