Special Volume: State of the Multiple Imputation Software (Editor: Recai M. Yucel)

Articles

State of the Multiple Imputation Software

Recai M. Yucel
Vol. 45, Issue 1
Paper

Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box

Yu-Sung Su, Andrew Gelman, Jennifer Hill, Masanao Yajima
Vol. 45, Issue 2
Paper R package (mi) R example code from the paper

mice: Multivariate Imputation by Chained Equations in R

Stef van Buuren, Karin Groothuis-Oudshoorn
Vol. 45, Issue 3
Paper R package (mice) R example code from the paper

Multiple Imputation by Chained Equations (MICE): Implementation in Stata

Patrick Royston, Ian R. White
Vol. 45, Issue 4
Paper Stata source package Stata replication code Example data in Stata format ovariancancer.xls: Example data in Excel format

REALCOM-IMPUTE Software for Multilevel Multiple Imputation with Mixed Response Types

James R. Carpenter, Harvey Goldstein, Michael G. Kenward
Vol. 45, Issue 5
Paper REALCOM-IMPUT binary (Windows installer) MATLAB source code for REALCOM-IMPUTE Replication instructions (for binary version) Replication instructions (for MATLAB source code) Example data (plain text format) Example data (MLwiN binary format)

Multiple Imputation Using SAS Software

Yang Yuan
Vol. 45, Issue 6
Paper SAS source code for examples in paper

Amelia II: A Program for Missing Data

James Honaker, Gary King, Matthew Blackwell
Vol. 45, Issue 7
Paper R package (Amelia) R example code from the paper