Imputation Methods for Multivariate Multinomial Data
Data Dependent Prior for Multinomial Distribution
Class "imputeMulti"
Check imputeMulti Class
Check mod_imputeMulti Class
Merge imputed data and original dataset
Class "mod_imputeMulti"
Data Augmentation algorithm for multinomial data
EM algorithm for multinomial data
Impute Values for missing multinomial values
Multinomial Sufficient Statistics
Summarizing imputMulti objects
Summarizing mod_imputMulti objects
Calculate the sup of L1 distance between x and y
Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 <ISBN: 978-0-412-04061-0>.