Multiple-arm superiority and non-inferiority designs with various endpoints |
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Authors: | Chang Mark |
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Affiliation: | Millennium Pharmaceuticals Inc., Cambridge, MA 02139, USA. mark.chang@statisticians.org |
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Abstract: | Multiple-arm dose-response superiority trials are widely studied for continuous and binary endpoints, while non-inferiority designs have been studied recently in two-arm trials. In this paper, a unified asymptotic formulation of a sample size calculation for k-arm (k>0) trials with different endpoints (continuous, binary and survival endpoints) is derived for both superiority and non-inferiority designs. The proposed method covers the sample size calculation for single-arm and k-arm (k> or =2) designs with survival endpoints, which has not been covered in the statistic literature. A simple, closed form for power and sample size calculations is derived from a contrast test. Application examples are provided. The effect of the contrasts on the power is discussed, and a SAS program for sample size calculation is provided and ready to use. |
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Keywords: | dose–response sample size power non‐inferiority superiority survival analysis |
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