amelia-package {Amelia} | R Documentation |
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
AmeliaView()
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
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.