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authorSuraj Yerramilli2015-04-01 03:23:35 +0530
committerSuraj Yerramilli2015-04-01 03:23:35 +0530
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-% Generated by roxygen2 (4.1.0): do not edit by hand
-% Please edit documentation in R/impute.R
-\name{dataImpute}
-\alias{dataImpute}
-\title{Impute missing values}
-\usage{
-dataImpute(data, m = 1)
-}
-\arguments{
-\item{data}{an object of class \code{idframe}}
-
-\item{m}{the number of imputed datasets to create.}
-}
-\value{
-A list containing the following elements
-
-\tabular{ll}{
- \code{imputations} \tab a list of length \code{m} with an imputed dataset in each
- entry. Each element is of class \code{idframe} \cr
- \code{m} \tab an integer indicating the number of imputations run
- }
-}
-\description{
-Uses the bootstrap EM Algorithm on incomplete data and creates imputed datasets
-}
-\details{
-This function uses the \code{\link[Amelia]{amelia}} function, provided by the
-\pkg{amelia} package, to perform multiple imputation.
-}
-\references{
-Honaker, J., King, G., Blackwell, M. (2011). Amelia II: A Program for Missing Data.
-Journal of Statistical Software, 45(7), 1–47. URL http://www.jstatsoft.org/v45/i07/.
-}
-\seealso{
-\code{\link[Amelia]{amelia}}
-}
-