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imputeMulti (version 0.8.4)
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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0.8.4
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Install
install.packages('imputeMulti')
Monthly Downloads
361
Version
0.8.4
License
GPL-3
Maintainer
Alex Whitworth
Last Published
February 18th, 2023
Functions in imputeMulti (0.8.4)
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multinomial_data_aug
Data Augmentation algorithm for multinomial data
multinomial_em
EM algorithm for multinomial data
merge_imputed
Merge imputed data and original dataset
multinomial_impute
Impute Values for missing multinomial values
mod_imputeMulti-class
Class "mod_imputeMulti"
data_dep_prior_multi
Data Dependent Prior for Multinomial Distribution
multinomial_stats
Multinomial Sufficient Statistics
imputeMulti-class
Class "imputeMulti"
is.imputeMulti
Check imputeMulti Class
is.mod_imputeMulti
Check mod_imputeMulti Class
summary,imputeMulti-method
Summarizing imputMulti objects
tract2221
Observational data on individuals living in census tract 2221
summary,mod_imputeMulti-method
Summarizing mod_imputMulti objects
supDistC
Calculate the sup of L1 distance between x and y