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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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Install
install.packages('imputeMulti')
Monthly Downloads
372
Version
0.4.5
License
GPL-3
Maintainer
Alex Whitworth
Last Published
May 5th, 2016
Functions in imputeMulti (0.4.5)
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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