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Further study on testing the equality of response rates under Dallal’s model

  • Xinjiang University

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

Paired binary data naturally arises when paired body parts are investigated in clinical trials. In this paper, we will further study whether the response rates of g (g ≥ 2) groups are equal under Dallal’s model and propose eight test statistics (Ta La, TaW, Ta SC, TaR, TbL, TbW, Tb SC and TbR expressions of these tests are derived. The simulation results show that likelihood ratio and Wald-type tests are not robust with respect to empirical type I error rates (TIEs). The score and Ronser-type tests can produce satisfactory TIEs and power, and therefore are recommended. A real example is given to illustrate the proposed methods.

Original languageEnglish
Pages (from-to)115-126
Number of pages12
JournalStatistics and its Interface
Volume15
Issue number1
DOIs
StatePublished - 2022

Keywords

  • Dallal’s model
  • Likelihood ratio test
  • Paired binary data
  • Ronser-type test
  • Score test
  • Wald-type test

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