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.

AuthorPhilipp Gaffert [aut, cre], Florian Meinfelder [aut], Volker Bosch [aut]
Date of publication2016-02-07 09:35:46
MaintainerPhilipp Gaffert <philipp.gaffert@web.de>
LicenseGPL-2 | GPL-3
Version1.3
https://www.uni-bamberg.de/fileadmin/uni/fakultaeten/sowi_lehrstuehle/statistik/Personen/Dateien_Florian/properPMM.pdf

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Files in this package

midastouch
midastouch/inst
midastouch/inst/CITATION
midastouch/NAMESPACE
midastouch/R
midastouch/R/auxiliaries.R midastouch/R/mice.impute.midastouch.R
midastouch/MD5
midastouch/DESCRIPTION
midastouch/man
midastouch/man/mice.impute.midastouch.Rd

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