Analysis and Imputation of Categorical-Variable Datasets with Missing Values
Bayesian Iterative Proportional Fitting (BIPF)
U.S. National Crime Survey
Data Augmentation algorithm for incomplete categorical data
Data augmentation-Bayesian IPF algorithm for incomplete categorical da...
ECM algorithm for incomplete categorical data
EM algorithm for incomplete categorical data
Impute missing categorical data
Iterative Proportional Fitting
Log-posterior density for incomplete categorical data
Monotone Data Augmentation algorithm for incomplete categorical data
Multiple imputation inference
Preliminary manipulations on incomplete categorical data
Initialize random number generator seed
Performs analysis of categorical-variable with missing values. Implements methods from Schafer, JL, Analysis of Incomplete Multivariate Data, Chapman and Hall.