{"title":"Further study on testing the equality of response rates under Dallal’s model","authors":"Yafei Chen, Zhiming Li, Changxing Ma","doi":"10.4310/21-SII683","DOIUrl":null,"url":null,"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 ( T aL , T aW , T aSC , T aR , T bL , T bW , T bSC and T bR ). Some 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.","PeriodicalId":51230,"journal":{"name":"Statistics and Its Interface","volume":"15 1","pages":"115-126"},"PeriodicalIF":0.3000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Statistics and Its Interface","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.4310/21-SII683","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MATHEMATICAL & COMPUTATIONAL BIOLOGY","Score":null,"Total":0}
引用次数: 4
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 ( T aL , T aW , T aSC , T aR , T bL , T bW , T bSC and T bR ). Some 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.
期刊介绍:
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