This issue looks good for folk wanting to do multiple imputation. Some goodies for useRs in particular:
- Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box by Yu-Sung Su, Andrew Gelman, Jennifer Hill, Masanao Yajima — I gave this one a try. Has a useful suite of functions for fitting linear regression, GLMs, and GLMMs (using lme4) to the imputed data, pooling the estimates.
- mice: Multivariate Imputation by Chained Equations in R by Stef van Buuren, Karin Groothuis-Oudshoorn
- Amelia II: A Program for Missing Data by James Honaker, Gary King, Matthew Blackwell
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