Cover image for Adaptive design theory and implementation using SAS and R
Title:
Adaptive design theory and implementation using SAS and R
Author:
Chang, Mark, author.
ISBN:
9781482256604
Physical Description:
1 online resource
Series:
Chapman & Hall/CRC biostatistics series

Chapman & Hall/CRC biostatistics series.
General Note:
A Chapman and Hall book.
Contents:
1. Introduction -- 2. Classical design -- 3. Theory of hypothesis-based adaptive design -- 4. Method with direct combination of p-values -- 5. Method with inverse-normal p-values -- 6. Adaptive noninferiority design with paired binary data -- 7. Adaptive design with incomplete paired data -- 8. K-stage adaptive designs -- 9. Conditional error function method and conditional power -- 10. Recursive adaptive design -- 11. Unblinded sample-size reestimation design -- 12. Blinded and semi-blinded sample-size reestimation design -- 13. Adaptive design with coprimary endpoints -- 14. Multiple-endpoint adaptive design -- 15. Pick-the-winners design -- 16. The add-arm design for unimodal response -- 17. Biomarker-enrichment design -- 18. Biomarker-informed adaptive design -- 19. Survival modeling and adaptive treatment switching -- 20. Response-adaptive allocation design -- 21. Introductory Bayesian approach in clinical trial -- 22. Adaptive dose-escalation trial -- 23. Bayesian design for efficacy-toxicity trade-off and drug combination -- 24. Bayesian approach to biosimilarity trial -- 25. Adaptive multiregional trial design -- 26. SAS and R modules for group sequential design -- 27. Data analysis of adaptive trial -- 28. Planning, execution, analysis, and reporting -- 29. Debates in adaptive designs.
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E-Book 543155-1001 R853 .C55 C43 2015
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