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Original Articles

Comparison of Bayesian and Frequentist Meta-Analytical Approaches for Analyzing Time to Event Data

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Pages 129-145 | Received 08 Feb 2011, Accepted 03 Oct 2012, Published online: 18 Jan 2013

REFERENCES

  • Bender , R. , Augustin , T. , Blettner , M. ( 2005 ). Generating survival times to simulate Cox proportional hazards model . Statistics in Medicine 24 : 1713 – 1723 .
  • Berry , S. M. , Berry , D. A. , Natarajan , K. , Lin , C.-S. , Hennekens , C. H. , Belder , R. ( 2004 ). Bayesian survival analysis with nonproportional hazards: Metaanalysis of combination pravastatin-aspirin . Journal of the American Statistical Association 99 : 36 – 44 .
  • Bradburn , M. J. , Deeks , J. J , Berlin , J. A. , Localio , A. R. ( 2007 ). Much ado about nothing: A comparison of the performance of meta-analytical methods with rare events . Statistics in Medicine 26 : 53 – 77 .
  • Brooks , S. P. , Gelman , A. ( 1998 ). General methods for monitoring convergence of iterative simulations . Journal of Computational and Graphical Statistics 7 : 434 – 455 .
  • DerSimonian , R. , Laird , N. ( 1986 ). Metaanalysis in clinical trials . Controlled Clinical Trials 7 : 177 – 188 .
  • Earle , C. C. , Wells , G. A. ( 2000 ). An assessment of methods to combine published survival curves . Medical Decision Making 20 : 104 – 111 .
  • Egger , M. , Smith , G. D. , Altman , D. (eds.) ( 2001 ). Systematic Reviews in Health Care: Meta-Analysis in context . (2nd ed.). London , UK : BMJ Publishing Group .
  • Firth , D. (1993). Bias reduction of maximum likelihood estimates. Biometrika 80:27–38.
  • Gelman , A. , Rubin , D. B. ( 1992 ) Inference from iterative simulation using multiple sequences . Statistical Science 7 : 457 – 472 .
  • Heinze , G. , Schemper , M. ( 2001 ). A solution to the problem of monotone likelihood in Cox regression . Biometrics 57 : 114 – 119 .
  • Klein , J. P. , Moeschberger , M. L. ( 2003 ) Survival Analysis Techniques for Censored and Truncated Data , (2nd ed.) . New York , NY : Springer .
  • Lunn , D. J. , Thomas , A. , Best , N. , Spiegelhalter , D. ( 2000 ) WinBUGS—A Bayesian modeling framework: Concepts, structure, and extensibility . Statistics and Computing 10 : 325 – 337 .
  • Shuster , J. J. , Jones , L. S. , Salmon , D. A. ( 2007 ) Fixed vs. random effects meta-analysis in rare event studies: The Rosiglitazone link with myocardial infarction and cardiac death . Statistics in Medicine 26 : 4375 – 4385 .
  • Sweeting , M. J. , Sutton , A. J. , Lambert , P. C. ( 2004 ). What to add to nothing? Use and avoidance of continuity corrections in meta-analysis of sparse data . Statistics in Medicine 23 : 1351 – 1375 .
  • Thompson , S. G. , Sharp , S. J. ( 1999 ) Explaining heterogeneity in meta-analysis: A comparison of methods . Statistics in Medicine 18 : 2693 – 2708 .

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