amelia.package: Amelia II: A Program for Missing Data

amelia-packageR Documentation

Amelia II: A Program for Missing Data


Uses a bootstrap+EM algorithm to impute missing values from a dataset and produces multiple output datasets for analysis.


Package: amelia
Type: Package
Version: 1.0
Date: 2006-03-03
License: See Manual

You can use the package in one of two ways: either by invoking the ameliagui() command and running the program from a graphical interface or by loading in your data and then running the amelia function on the data.

If you use the GUI in Windows, makes sure that you run R under a Single Window Interface (SDI) as it will try to grab focus from the GUI if you don't.


James Honaker, Matthew Blackwell, Gary King


James Honaker, Gary King, Matthew Blackwell (2011). Amelia II: A Program for Missing Data. Journal of Statistical Software, 45(7), 1–47. URL

King, Gary; James Honaker, Anne Joseph, and Kenneth Scheve. \"Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation\", American Political Science Review, Vol. 95, No. 1 (March, 2001): Pp. 49-69.

Amelia documentation built on Nov. 20, 2022, 1:05 a.m.