1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37
|
\name{amelia-package}
\alias{amelia-package}
\docType{package}
\title{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{
\tabular{ll}{
Package: \tab amelia\cr
Type: \tab Package\cr
Version: \tab 1.0\cr
Date: \tab 2006-03-03\cr
License: \tab See Manual\cr
}
You can use the package in one of two ways: either by invoking the
\code{AmeliaView()} command and running the program from a graphical
interface or by loading in your data and then running the \code{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{
James Honaker, Matthew Blackwell, Gary King
}
\references{James Honaker, Gary King, Matthew Blackwell (2011).
Amelia II: A Program for Missing Data.
\emph{Journal of Statistical Software}, \bold{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\", \emph{American Political Science Review}, Vol. 95, No. 1
(March, 2001): Pp. 49-69.
}
\keyword{package}
|