amelia-package {Amelia}R Documentation

Amelia II: A Program for Missing Data

Description

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

Details

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.

Author(s)

James Honaker, Matthew Blackwell, Gary King

References

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.


[Package Amelia version 1.2-2 Index]