MissingDataGUI: A GUI for Missing Data Exploration

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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.

Author
Xiaoyue Cheng, Dianne Cook, Heike Hofmann
Date of publication
2016-04-25 08:58:53
Maintainer
Xiaoyue Cheng <xycheng@unomaha.edu>
License
GPL (>= 2.0)
Version
0.2-5

View on CRAN

Man pages

brfss
The Behavioral Risk Factor Surveillance System (BRFSS) Survey...
compute_missing_pct
Compute the numeric summary of the missingness
imputation
Impute the missing data with the method selected under the...
MissingDataGUI
The Starting of Missing Data GUI.
MissingDataGUI-package
A Graphical User Interface for Exploring Missing Values in...
scale_colour_discrete
Change the discrete color scale for the plots generated by...
scale_fill_discrete
Change the discrete fill scale for the plots generated by...
tao
West Pacific Tropical Atmosphere Ocean Data, 1993 & 1997.
WatchMissingValues
The Main Window of Missing Data GUI.

Files in this package

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