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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "Amelia" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'Amelia: A Program for Missing Data'
version: 1.8.3
doi: 10.18637/jss.v045.i07
identifiers:
- type: doi
  value: 10.32614/CRAN.package.Amelia
abstract: A tool that "multiply imputes" missing data in a single cross-section (such
  as a survey), from a time series (like variables collected for each year in a country),
  or from a time-series-cross-sectional data set (such as collected by years for each
  of several countries). Amelia II implements our bootstrapping-based algorithm that
  gives essentially the same answers as the standard IP or EMis approaches, is usually
  considerably faster than existing approaches and can handle many more variables.
  Unlike Amelia I and other statistically rigorous imputation software, it virtually
  never crashes (but please let us know if you find to the contrary!). The program
  also generalizes existing approaches by allowing for trends in time series across
  observations within a cross-sectional unit, as well as priors that allow experts
  to incorporate beliefs they have about the values of missing cells in their data.
  Amelia II also includes useful diagnostics of the fit of multiple imputation models.
  The program works from the R command line or via a graphical user interface that
  does not require users to know R.
authors:
- family-names: Honaker
  given-names: James
  email: james@hona.kr
- family-names: King
  given-names: Gary
  email: king@harvard.edu
- family-names: Blackwell
  given-names: Matthew
  email: mblackwell@gmail.com
  orcid: https://orcid.org/0000-0002-3689-9527
preferred-citation:
  type: article
  title: 'Amelia II: A Program for Missing Data'
  authors:
  - family-names: Honaker
    given-names: James
    email: james@hona.kr
  - family-names: King
    given-names: Gary
    email: king@harvard.edu
  - family-names: Blackwell
    given-names: Matthew
    email: mblackwell@gov.harvard.edu
    orcid: https://orcid.org/0000-0002-3689-9527
  journal: Journal of Statistical Software
  year: '2011'
  volume: '45'
  issue: '7'
  doi: 10.18637/jss.v045.i07
  start: '1'
  end: '47'
repository: https://matthewblackwell.r-universe.dev
commit: 2db05884466055126dafcd4879a6c7802c9bfcf3
url: https://gking.harvard.edu/amelia
date-released: '2024-11-07'
contact:
- family-names: Blackwell
  given-names: Matthew
  email: mblackwell@gmail.com
  orcid: https://orcid.org/0000-0002-3689-9527