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The IM-based method for testing the non-inferiority of odds ratio in matched-pairs design

Author

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  • Jin, Hua
  • Li, Song
  • Jin, Yaolan

Abstract

We construct an exact test for the non-inferiority of odds ratio based on the inferential model, which is a valid prior-free probabilistic inference method. Simulation studies suggest that our new test can be a competitive alternative to two asymptotic tests.

Suggested Citation

  • Jin, Hua & Li, Song & Jin, Yaolan, 2016. "The IM-based method for testing the non-inferiority of odds ratio in matched-pairs design," Statistics & Probability Letters, Elsevier, vol. 109(C), pages 145-151.
    • Handle: RePEc:eee:stapro:v:109:y:2016:i:c:p:145-151
    DOI: 10.1016/j.spl.2015.11.016
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    References listed on IDEAS

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    1. Ryan Martin & Chuanhai Liu, 2013. "Inferential Models: A Framework for Prior-Free Posterior Probabilistic Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(501), pages 301-313, March.
    2. Huey-Miin Hsueh & Jen-Pei Liu & James J. Chen, 2001. "Unconditional Exact Tests for Equivalence or Noninferiority for Paired Binary Endpoints," Biometrics, The International Biometric Society, vol. 57(2), pages 478-483, June.
    3. Hua Jin & Xiaobo Feng & Mingming Chen & Chenling Zhang, 2014. "Two new methods for non-inferiority testing of the ratio in matched-pair setting," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 23(4), pages 691-707, December.
    4. Ryan Martin & Chuanhai Liu, 2015. "Marginal Inferential Models: Prior-Free Probabilistic Inference on Interest Parameters," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1621-1631, December.
    5. Ryan Martin & Chuanhai Liu, 2015. "Conditional inferential models: combining information for prior-free probabilistic inference," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 77(1), pages 195-217, January.
    Full references (including those not matched with items on IDEAS)

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