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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Main Authors: ZHONG, JunJiang, KWONG, Koon Shing, CHEUNG, Siu Hung
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Language:English
Published: Institutional Knowledge at Singapore Management University 2016
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Online Access:https://ink.library.smu.edu.sg/soe_research/1933
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spelling 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
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Econometrics
spellingShingle Econometrics
ZHONG, JunJiang
KWONG, Koon Shing
CHEUNG, Siu Hung
Testing of non-inferiority and superiority for three-arm clinincal studies with multiple experimental treatments
description 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.
format text
author 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
publisher Institutional Knowledge at Singapore Management University
publishDate 2016
url https://ink.library.smu.edu.sg/soe_research/1933
_version_ 1770573309386162176