MissingDataGUI: A GUI for Missing Data Exploration

Provides numeric and graphical summaries for the missing values from both categorical and quantitative variables. A variety of imputation methods are applied, including the univariate imputations like fixed or random values, multivariate imputations like the nearest neighbors and multiple imputations, and imputations conditioned on a categorical variable.

AuthorXiaoyue Cheng, Dianne Cook, Heike Hofmann
Date of publication2016-04-25 08:58:53
MaintainerXiaoyue Cheng <xycheng@unomaha.edu>
LicenseGPL (>= 2.0)
Version0.2-5

View on CRAN

Files

MissingDataGUI
MissingDataGUI/inst
MissingDataGUI/inst/CITATION
MissingDataGUI/inst/doc
MissingDataGUI/inst/doc/introduction.Rnw
MissingDataGUI/inst/doc/introduction.pdf
MissingDataGUI/NAMESPACE
MissingDataGUI/NEWS
MissingDataGUI/data
MissingDataGUI/data/brfss.rda
MissingDataGUI/data/tao.rda
MissingDataGUI/R
MissingDataGUI/R/imputation.r
MissingDataGUI/R/WatchMissingValues.r
MissingDataGUI/R/MissingDataGUI.r
MissingDataGUI/R/utils.r
MissingDataGUI/R/MissingDataGUI-package.r
MissingDataGUI/vignettes
MissingDataGUI/vignettes/introduction.Rnw
MissingDataGUI/README.md
MissingDataGUI/MD5
MissingDataGUI/build
MissingDataGUI/build/vignette.rds
MissingDataGUI/DESCRIPTION
MissingDataGUI/man
MissingDataGUI/man/compute_missing_pct.Rd MissingDataGUI/man/scale_colour_discrete.Rd MissingDataGUI/man/MissingDataGUI-package.Rd MissingDataGUI/man/WatchMissingValues.Rd MissingDataGUI/man/tao.Rd MissingDataGUI/man/scale_fill_discrete.Rd MissingDataGUI/man/brfss.Rd MissingDataGUI/man/MissingDataGUI.Rd MissingDataGUI/man/imputation.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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