imputeMulti: Imputation Methods for Multivariate Multinomial Data
Version 0.6.4

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

AuthorAlex Whitworth [aut, cre]
Date of publication2017-02-12 08:31:07
MaintainerAlex Whitworth <whitworth.alex@gmail.com>
LicenseGPL-3
Version0.6.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("imputeMulti")

Popular man pages

data_dep_prior_multi: Data Dependent Prior for Multinomial Distribution
is.imputeMulti: Check imputeMulti Class
is.mod_imputeMulti: Check mod_imputeMulti Class
mod_imputeMulti-class: Class "mod_imputeMulti"
multinomial_data_aug: Data Augmentation algorithm for multinomial data
multinomial_impute: Impute Values for missing multinomial values
summary-imputeMulti-method: Summarizing imputMulti objects
See all...

All man pages Function index File listing

Man pages

data_dep_prior_multi: Data Dependent Prior for Multinomial Distribution
imputeMulti-class: Class "imputeMulti"
is.imputeMulti: Check imputeMulti Class
is.mod_imputeMulti: Check mod_imputeMulti Class
merge_imputed: Merge imputed data and original dataset
mod_imputeMulti-class: Class "mod_imputeMulti"
multinomial_data_aug: Data Augmentation algorithm for multinomial data
multinomial_em: EM algorithm for multinomial data
multinomial_impute: Impute Values for missing multinomial values
multinomial_stats: Multinomial Sufficient Statistics
summary-imputeMulti-method: Summarizing imputMulti objects
summary-mod_imputeMulti-method: Summarizing mod_imputMulti objects
tract2221: Observational data on individuals living in census tract 2221

Functions

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test-multinomial_da.R
tests/testthat/test-search_z_Os_y.R
tests/testthat/test-multinomial_em.R
tests/testthat/test-count_levels.R
tests/testthat/test-multinomial_stats.R
tests/testthat/test-supDist_marg_comp.R
tests/testthat/test-impute_observations.R
tests/testthat/test-classes.R
src
src/count_compare.cpp
src/RcppExports.cpp
src/utilities_rcpp.cpp
NAMESPACE
data
data/tract2221.rda
R
R/merge_imputed.R
R/multinomial_impute.R
R/methods_imputeMulti.R
R/multinomial_stats.R
R/int-impute_multinomial.R
R/int-search_z_Os_y.R
R/RcppExports.R
R/int-count_levels.R
R/data_dep_prior_multi.R
R/class_imputeMulti.R
R/data-tract2221.R
R/int-splitRows.R
R/multinomial_data_aug.R
R/multinomial_em.R
MD5
DESCRIPTION
man
man/multinomial_impute.Rd
man/summary-imputeMulti-method.Rd
man/tract2221.Rd
man/merge_imputed.Rd
man/multinomial_stats.Rd
man/data_dep_prior_multi.Rd
man/multinomial_em.Rd
man/multinomial_data_aug.Rd
man/summary-mod_imputeMulti-method.Rd
man/imputeMulti-class.Rd
man/mod_imputeMulti-class.Rd
man/is.imputeMulti.Rd
man/is.mod_imputeMulti.Rd
imputeMulti documentation built on May 19, 2017, 7:47 a.m.

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