imputeMulti: Imputation Methods for Multivariate Multinomial Data

Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 <ISBN: 978-0-412-04061-0>.

Author
Alex Whitworth [aut, cre]
Date of publication
2016-08-11 19:09:29
Maintainer
Alex Whitworth <whitworth.alex@gmail.com>
License
GPL-3
Version
0.6.3

View on CRAN

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

Files in this package

imputeMulti
imputeMulti/tests
imputeMulti/tests/testthat.R
imputeMulti/tests/testthat
imputeMulti/tests/testthat/test-multinomial_da.R
imputeMulti/tests/testthat/test-search_z_Os_y.R
imputeMulti/tests/testthat/test-multinomial_em.R
imputeMulti/tests/testthat/test-count_levels.R
imputeMulti/tests/testthat/test-multinomial_stats.R
imputeMulti/tests/testthat/test-supDist_marg_comp.R
imputeMulti/tests/testthat/test-impute_observations.R
imputeMulti/tests/testthat/test-classes.R
imputeMulti/src
imputeMulti/src/count_compare.cpp
imputeMulti/src/RcppExports.cpp
imputeMulti/src/utilities_rcpp.cpp
imputeMulti/NAMESPACE
imputeMulti/data
imputeMulti/data/tract2221.rda
imputeMulti/R
imputeMulti/R/merge_imputed.R
imputeMulti/R/multinomial_impute.R
imputeMulti/R/methods_imputeMulti.R
imputeMulti/R/multinomial_stats.R
imputeMulti/R/int-impute_multinomial.R
imputeMulti/R/int-search_z_Os_y.R
imputeMulti/R/RcppExports.R
imputeMulti/R/int-count_levels.R
imputeMulti/R/data_dep_prior_multi.R
imputeMulti/R/class_imputeMulti.R
imputeMulti/R/data-tract2221.R
imputeMulti/R/int-splitRows.R
imputeMulti/R/multinomial_data_aug.R
imputeMulti/R/multinomial_em.R
imputeMulti/MD5
imputeMulti/DESCRIPTION
imputeMulti/man
imputeMulti/man/multinomial_impute.Rd
imputeMulti/man/summary-imputeMulti-method.Rd
imputeMulti/man/tract2221.Rd
imputeMulti/man/merge_imputed.Rd
imputeMulti/man/multinomial_stats.Rd
imputeMulti/man/data_dep_prior_multi.Rd
imputeMulti/man/multinomial_em.Rd
imputeMulti/man/multinomial_data_aug.Rd
imputeMulti/man/summary-mod_imputeMulti-method.Rd
imputeMulti/man/imputeMulti-class.Rd
imputeMulti/man/mod_imputeMulti-class.Rd
imputeMulti/man/is.imputeMulti.Rd
imputeMulti/man/is.mod_imputeMulti.Rd