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.

Author
Philipp Gaffert [aut, cre], Florian Meinfelder [aut], Volker Bosch [aut]
Date of publication
2016-02-07 09:35:46
Maintainer
Philipp Gaffert <philipp.gaffert@web.de>
License
GPL-2 | GPL-3
Version
1.3
URLs

View on CRAN

Man pages

mice.impute.midastouch
Predictive Mean Matching with distance aided selection of...

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