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.

Getting started

Package details

AuthorPhilipp Gaffert [aut, cre], Florian Meinfelder [aut], Volker Bosch [aut]
MaintainerPhilipp Gaffert <philipp.gaffert@web.de>
LicenseGPL-2 | GPL-3
URL https://www.uni-bamberg.de/fileadmin/uni/fakultaeten/sowi_lehrstuehle/statistik/Personen/Dateien_Florian/properPMM.pdf
Package repositoryView on CRAN
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midastouch documentation built on May 2, 2019, 4:05 p.m.