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midastouch: Multiple Imputation by Distance Aided Donor Selection

Contains the function mice.impute.midastouch(). Technically this function is to be run from within the 'mice' package (van Buuren et al. 2011), type ??mice. It substitutes the method 'pmm' within mice by 'midastouch'. The authors have shown that 'midastouch' is superior to default 'pmm'. Many ideas are based on Siddique / Belin 2008's MIDAS.

Version: 1.3
Depends: R (≥ 3.2.0)
Imports: utils
Suggests: mice
Published: 2016-02-07
DOI: 10.32614/CRAN.package.midastouch
Author: Philipp Gaffert [aut, cre], Florian Meinfelder [aut], Volker Bosch [aut]
Maintainer: Philipp Gaffert <philipp.gaffert at web.de>
License: GPL-2 | GPL-3
URL: https://www.uni-bamberg.de/fileadmin/uni/fakultaeten/sowi_lehrstuehle/statistik/Personen/Dateien_Florian/properPMM.pdf
NeedsCompilation: no
Citation: midastouch citation info
CRAN checks: midastouch results

Documentation:

Reference manual: midastouch.pdf

Downloads:

Package source: midastouch_1.3.tar.gz
Windows binaries: r-devel: midastouch_1.3.zip, r-release: midastouch_1.3.zip, r-oldrel: midastouch_1.3.zip
macOS binaries: r-release (arm64): midastouch_1.3.tgz, r-oldrel (arm64): midastouch_1.3.tgz, r-release (x86_64): midastouch_1.3.tgz, r-oldrel (x86_64): midastouch_1.3.tgz
Old sources: midastouch archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.