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RESEARCH PRODUCT
Multiple Comparisons of Treatments with Stable Multivariate Tests in a Two‐Stage Adaptive Design, Including a Test for Non‐Inferiority
Gerhard HommelUwe SchmidtSiegfried KropfJens BrickwedelMarilene S. Jepsensubject
Statistics and ProbabilityMultivariate statisticsAdaptive clinical trialMultivariate analysisMultiple comparisons problemStatisticsContrast (statistics)Regression analysisGeneral MedicineStatistics Probability and UncertaintyMissing dataStatistical hypothesis testingMathematicsdescription
The application of stabilized multivariate tests is demonstrated in the analysis of a two-stage adaptive clinical trial with three treatment arms. Due to the clinical problem, the multiple comparisons include tests of superiority as well as a test for non-inferiority, where non-inferiority is (because of missing absolute tolerance limits) expressed as linear contrast of the three treatments. Special emphasis is paid to the combination of the three sources of multiplicity - multiple endpoints, multiple treatments, and two stages of the adaptive design. Particularly, the adaptation after the first stage comprises a change of the a-priori order of hypotheses.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2000-12-01 | Biometrical Journal |