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
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.
Author(s)
James Honaker, Matthew Blackwell, Gary King
References
James Honaker, Gary King, Matthew Blackwell (2011).
Amelia II: A Program for Missing Data.
Journal of Statistical Software, 45(7), 1–47.
URL http://www.jstatsoft.org/v45/i07/.
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.