Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments
The purpose of a non-inferiority trial is to assert the efficacy of an experimental treatment compared with a reference treatment by showing that the experimental treatment retains a substantial proportion of the efficacy of the reference treatment. Statistical methods have been developed to test mu...
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sg-smu-ink.soe_research-29322017-03-27T02:30:08Z Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments ZHONG, JunJiang KWONG, Koon Shing CHEUNG, Siu Hung The purpose of a non-inferiority trial is to assert the efficacy of an experimental treatment compared with a reference treatment by showing that the experimental treatment retains a substantial proportion of the efficacy of the reference treatment. Statistical methods have been developed to test multiple experimental treatments in three-arm non-inferiority trials. In this paper, we report the development of procedures that simultaneously test the non-inferiority and the superiority of experimental treatments after the assay sensitivity has been established. The advantage of the proposed test procedures is the additional ability to identify superior treatments while retaining an non-inferiority testing power comparable to that of existing testing procedures. Single-step and stepwise procedures are derived and then compared with each other to determine their relative testing power and testing error in a simulation study. Finally, the suggested procedures are illustrated with two clinical examples. 2016-09-19T07:00:00Z text https://ink.library.smu.edu.sg/soe_research/1933 info:doi/10.1177/0962280216668913 Research Collection School Of Economics eng Institutional Knowledge at Singapore Management University Econometrics |
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Econometrics ZHONG, JunJiang KWONG, Koon Shing CHEUNG, Siu Hung Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
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The purpose of a non-inferiority trial is to assert the efficacy of an experimental treatment compared with a reference treatment by showing that the experimental treatment retains a substantial proportion of the efficacy of the reference treatment. Statistical methods have been developed to test multiple experimental treatments in three-arm non-inferiority trials. In this paper, we report the development of procedures that simultaneously test the non-inferiority and the superiority of experimental treatments after the assay sensitivity has been established. The advantage of the proposed test procedures is the additional ability to identify superior treatments while retaining an non-inferiority testing power comparable to that of existing testing procedures. Single-step and stepwise procedures are derived and then compared with each other to determine their relative testing power and testing error in a simulation study. Finally, the suggested procedures are illustrated with two clinical examples. |
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ZHONG, JunJiang KWONG, Koon Shing CHEUNG, Siu Hung |
author_facet |
ZHONG, JunJiang KWONG, Koon Shing CHEUNG, Siu Hung |
author_sort |
ZHONG, JunJiang |
title |
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
title_short |
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
title_full |
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
title_fullStr |
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
title_full_unstemmed |
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
title_sort |
testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments |
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Institutional Knowledge at Singapore Management University |
publishDate |
2016 |
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https://ink.library.smu.edu.sg/soe_research/1933 |
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1770573309386162176 |