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metaan: Random-effects meta-analysis

Author

Listed:
  • Evangelos Kontopantelis

    (University of Manchester)

  • David Reeves

    (University of Manchester)

Abstract

This article describes the new meta-analysis command metaan, which can be used to perform fixed- or random-effects meta-analysis. Besides the stan- dard DerSimonian and Laird approach, metaan offers a wide choice of available models: maximum likelihood, profile likelihood, restricted maximum likelihood, and a permutation model. The command reports a variety of heterogeneity mea- sures, including Cochran’s Q, I2, HM2 , and the between-studies variance estimate τb2. A forest plot and a graph of the maximum likelihood function can also be generated.

Suggested Citation

  • Evangelos Kontopantelis & David Reeves, 2010. "metaan: Random-effects meta-analysis," Stata Journal, StataCorp LP, vol. 10(3), pages 395-407, September.
    • Handle: RePEc:tsj:stataj:v:10:y:2010:i:3:p:395-407
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    References listed on IDEAS

    as
    1. Ross J. Harris & Michael J. Bradburn & Jonathan J. Deeks & Roger M. Harbord & Douglas G. Altman & Jonathan A. C. Sterne, 2008. "metan: fixed- and random-effects meta-analysis," Stata Journal, StataCorp LP, vol. 8(1), pages 3-28, February.
    2. Kontopantelis, Evangelos & Reeves, David, 2009. "MetaEasy: A Meta-Analysis Add-In for Microsoft Excel," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i07).
    3. Roger M. Harbord & Julian P.T. Higgins, 2008. "Meta-regression in Stata," Stata Journal, StataCorp LP, vol. 8(4), pages 493-519, December.
    4. Dean A. Follmann & Michael A. Proschan, 1999. "Valid Inference in Random Effects Meta-Analysis," Biometrics, The International Biometric Society, vol. 55(3), pages 732-737, September.
    5. Ian R. White, 2009. "Multivariate random-effects meta-analysis," Stata Journal, StataCorp LP, vol. 9(1), pages 40-56, March.
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    2. David K. Evans & Anna Popova, 2017. "Cash Transfers and Temptation Goods," Economic Development and Cultural Change, University of Chicago Press, vol. 65(2), pages 189-221.
    3. Qurat-ul-Ann, Abre-Rehmat & Mirza, Faisal Mehmood, 2020. "Meta-analysis of empirical evidence on energy poverty: The case of developing economies," Energy Policy, Elsevier, vol. 141(C).
    4. Rodolfo Castro & Hugo Perazzo & Letícia Artilles Mello Mendonça de Araujo & Isabella Gonçalves Gutierres & Beatriz Grinsztejn & Valdiléa G Veloso, 2020. "Effectiveness of implementing a decentralized delivery of hepatitis C virus treatment with direct-acting antivirals: A systematic review with meta-analysis," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-14, February.
    5. Niels Peek & Wouter T Gude & Richard N Keers & Richard Williams & Evangelos Kontopantelis & Mark Jeffries & Denham L Phipps & Benjamin Brown & Anthony J Avery & Darren M Ashcroft, 2020. "Evaluation of a pharmacist-led actionable audit and feedback intervention for improving medication safety in UK primary care: An interrupted time series analysis," PLOS Medicine, Public Library of Science, vol. 17(10), pages 1-17, October.

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