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Valid Inference in Random Effects Meta-Analysis

Author

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  • Dean A. Follmann
  • Michael A. Proschan

Abstract

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Suggested Citation

  • 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.
  • Handle: RePEc:bla:biomet:v:55:y:1999:i:3:p:732-737
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    File URL: http://hdl.handle.net/10.1111/j.0006-341X.1999.00732.x
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    Citations

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    Cited by:

    1. Keisuke Hanada & Tomoyuki Sugimoto, 2023. "Inference using an exact distribution of test statistic for random-effects meta-analysis," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 75(2), pages 281-302, April.
    2. Evangelos Kontopantelis & David A Springate & David Reeves, 2013. "A Re-Analysis of the Cochrane Library Data: The Dangers of Unobserved Heterogeneity in Meta-Analyses," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-14, July.
    3. repec:jss:jstsof:36:i03 is not listed on IDEAS
    4. G. Baker Stuart & S. Lindeman Karen, 2013. "Revisiting a Discrepant Result: A Propensity Score Analysis, the Paired Availability Design for Historical Controls, and a Meta-Analysis of Randomized Trials," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 51-82, June.
    5. Janie McDonald & Patrick D. Gerard & Christopher S. McMahan & William R. Schucany, 2016. "Exact-Permutation-Based Sign Tests for Clustered Binary Data Via Weighted and Unweighted Test Statistics," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 21(4), pages 698-712, December.
    6. Han Chen & Alisa K. Manning & Josée Dupuis, 2012. "A Method of Moments Estimator for Random Effect Multivariate Meta-Analysis," Biometrics, The International Biometric Society, vol. 68(4), pages 1278-1284, December.
    7. Ding‐Geng Chen & Dungang Liu & Xiaoyi Min & Heping Zhang, 2020. "Relative efficiency of using summary versus individual data in random‐effects meta‐analysis," Biometrics, The International Biometric Society, vol. 76(4), pages 1319-1329, December.
    8. Schmidli, Heinz & Neuenschwander, Beat & Friede, Tim, 2017. "Meta-analytic-predictive use of historical variance data for the design and analysis of clinical trials," Computational Statistics & Data Analysis, Elsevier, vol. 113(C), pages 100-110.
    9. Böckenhoff, Annette & Hartung, Joachim, 2000. "Meta-analysis: Different methods - different conclusions?," Technical Reports 2000,08, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.
    10. Ao Huang & Kosuke Morikawa & Tim Friede & Satoshi Hattori, 2023. "Adjusting for publication bias in meta‐analysis via inverse probability weighting using clinical trial registries," Biometrics, The International Biometric Society, vol. 79(3), pages 2089-2102, September.
    11. Julian P. T. Higgins & Simon G. Thompson & David J. Spiegelhalter, 2009. "A re‐evaluation of random‐effects meta‐analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(1), pages 137-159, January.
    12. Marchetti, Dalmo & Wanke, Peter F., 2019. "Efficiency in rail transport: Evaluation of the main drivers through meta-analysis with resampling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 83-100.
    13. repec:jss:jstsof:30:i07 is not listed on IDEAS
    14. Kepher Henry Makambi, 2002. "On pooling data summaries in the absence of interactions “response-by-study”," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 11(1), pages 127-138, February.
    15. H. M. James Hung & Xiangmin Zhang & Sue-Jane Wang, 2018. "Some Recent Advances on Statistical Approaches for Planning Multi-regional Clinical Trials," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 10(2), pages 460-472, August.
    16. Evangelos Kontopantelis & David Reeves, 2010. "metaan: Random-effects meta-analysis," Stata Journal, StataCorp LP, vol. 10(3), pages 395-407, September.
    17. Knapp, Guido & Hartung, Joachim, 2000. "Combined test procedures in the meta-analysis of controlled clinical trials," Technical Reports 2000,09, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.

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