Handbook of multiple comparisons
著者
書誌事項
Handbook of multiple comparisons
(Chapman & Hall/CRC handbooks of modern statistical methods)
Chapman & Hall/CRC, 2021
- hbk.
注記
Includes bibliographical references and index
内容説明・目次
内容説明
Coherent treatment of a variety of approaches to multiple comparisons
Broad coverage of topics, with contributions by internationally leading experts
Detailed treatment of applications in medicine and life sciences
Suitable for researchers, lecturers / students, and practitioners
目次
1. An Overview of Multiple Comparisons. 2. Multiple Test Procedures Based on p-Values. 3. Multivariate multiple test procedures. 4. Partitioning for Confidence Sets, Confident Directions, and Decision Paths. 5. Graphical approaches for multiple comparison procedures. 6. Decision Theoretic Considerations of Multiple Comparisons. 7 Identifying important predictors in large data bases - multiple testing and model selection. 8. Prevalence Estimation. 9. On agnostic post hoc approaches to false positive control. 10. Group sequential and adaptive designs. 11. Multiple testing for dose finding. 12. Multiple Endpoints. 13. Subgroups Analysis for Personalized and Precision Medicine Development. 14. Exploratory inference: localizing relevant effects with confidence. 15. Testing SNPs in Targeted Drug Development.
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