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imputeMulti (version 0.4.5)

Imputation Methods for Multivariate Multinomial Data

Description

Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 .

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Version

Install

install.packages('imputeMulti')

Monthly Downloads

315

Version

0.4.5

License

GPL-3

Maintainer

Alex Whitworth

Last Published

May 5th, 2016

Functions in imputeMulti (0.4.5)

data_dep_prior_multi

Data Dependent Prior for Multinomial Distribution
is.mod_imputeMulti

Check mod_imputeMulti Class
summary,imputeMulti-method

Summarizing imputMulti objects
mod_imputeMulti-class

Class "mod_imputeMulti"
imputeMulti-class

Class "imputeMulti"
is.imputeMulti

Check imputeMulti Class
multinomial_impute

Impute Values for missing multinomial values
multinomial_data_aug

Data Augmentation algorithm for multinomial data
multinomial_stats

Multinomial Sufficient Statistics
summary,mod_imputeMulti-method

Summarizing mod_imputMulti objects
tract2221

Observational data on individuals living in census tract 2221
multinomial_em

EM algorithm for multinomial data