Amelia II

Amelia II is an R package for the multiple imputation of multivariate incomplete data. It uses an algorithm that combines bootstrapping and the EM algorithm to take draws from the posterior of the missing data. The Amelia package includes normalizing transformations, cell-level priors, and methods for handling time-series cross-sectional data.

How to install

Installation requirements

Amelia requires R version 2.14.0 or higher.

Manual installation

install.packages("Amelia")

Installing unstable developer version:

require(devtools)
install_github("IQSS/Amelia", ref = "develop")