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+% Generated by roxygen2 (4.1.0): do not edit by hand
+% Please edit documentation in R/preProcess.R
+\name{dataImpute}
+\alias{dataImpute}
+\title{Impute missing values}
+\usage{
+dataImpute(data, m = 5)
+}
+\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}}
+}
+