Tools for Multiple Imputation of Missing Data

Tools to perform analyses and combine results from multiple-imputation datasets.


News

2.4 Add support for 'plausible values', ie, imputations of a small number of variables stored as columns in the same dataset as everything else

RODBC support is deprecated. Please use the obdc package, which uses
the DBI interface.  **Tell me if this is problem**

2.3 move vignettes for CRAN

2.2 as for 2.1

2.1 no actual changes, just changes in CRAN requirements

2.0 database-based imputation objects.

option in MIcombine() to add complete-data degrees of freedom

1.0 First public release

Reference manual

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install.packages("mitools")

2.4 by Thomas Lumley, 25 days ago


Browse source code at https://github.com/cran/mitools


Authors: Thomas Lumley


Documentation:   PDF Manual  


Task views: Multivariate Statistics, Official Statistics & Survey Methodology, Statistics for the Social Sciences, Missing Data


GPL-2 license


Imports DBI, methods, stats

Suggests RODBC, foreign


Imported by Conigrave, miceadds, missDeaths, momentuHMM, psfmi, survey.

Depended on by relaimpo.

Suggested by BIFIEsurvey, MImix, Publish, hot.deck, lavaan.survey, medflex, mice, pan, smcfcs.


See at CRAN