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midastouch (version 1.3)

Multiple Imputation by Distance Aided Donor Selection

Description

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.

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Version

Install

install.packages('midastouch')

Monthly Downloads

125

Version

1.3

License

GPL-2 | GPL-3

Maintainer

Last Published

February 7th, 2016

Functions in midastouch (1.3)

mice.impute.midastouch

Predictive Mean Matching with distance aided selection of donors