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Handbook of statistical methods for case-control studies /

Handbook of Statistical Methods for Case-Control Studies is written by leading researchers in the field. It provides an in-depth treatment of up-to-date and currently developing statistical methods for the design and analysis of case-control studies, as well as a review of classical principles and m...

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Bibliographic Details
Format: Printed Book
Language:English
Published: London : CRC Press , 2018 .
Series:Chapman & Hall/CRC handbooks of modern statistical methods.
Subjects:
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245 0 0 |a Handbook of statistical methods for case-control studies /  |c edited by Ornulf Borgan, Norman E. Breslow, Nilanjan Chatterjee, Mitchell H. Gail, Alastair Scott and Christopher J. Wild, . 
260 |a London :  |b CRC Press ,  |c 2018 . 
300 |a xvii, 536p.:  |b illustrations ;  |c 26 cm. 
490 1 |a Chapman & Hall/CRC handbooks of modern statistical methods 
500 |a "A Chapman & Hall book." 
504 |a Includes bibliographical references and index. 
505 0 |a 1. Origins of the case-control study -- 2. Design issues in case-control studies -- 3. Basic concepts and analysis -- 4. Matched case-control studies -- 5. Multiple case or control groups -- 6. Causal inference from case-control studies -- 7. The Case-crossover study design in epidemiology -- 8. Small sample methods -- 9. Power and sample size for case-control studies -- 10. Measurement error and case-control studies -- 11. Alternative formulation of models in case-control studies -- 12. Multi-phase sampling -- 13. Calibration in case-control studies -- 14. Secondary analysis of case-control data -- 15. Response selective study designs using existing longitudinal cohorts -- 16. Cohort sampling for time-to-event data : an overview -- 17. Survival analysis of case-control data : a sample survey approach -- 18. Nested case-control studies : a counting process approach -- 19. Inverse probability weighting in nested case-control studies -- 20. Multiple imputation for sampled cohort data -- 21. Maximum likelihood estimation for case-cohort and nested case-control studies -- 22. The self-controlled case series method -- 23. Case-control designs for modern genome-wide association studies : basic principles and overview -- 24. Analysis of gene-environment interactions -- 25. Two-stage testing for genome-wide gene-environment interactions -- 26. Family-based case-control approaches to study the role of genetics -- 27. Mixed models for case-control genome-wide association studies : major challenges and partial solutions -- 28. Analysis of secondary phenotype data under case-control designs. 
520 |a Handbook of Statistical Methods for Case-Control Studies is written by leading researchers in the field. It provides an in-depth treatment of up-to-date and currently developing statistical methods for the design and analysis of case-control studies, as well as a review of classical principles and methods. The handbook is designed to serve as a reference text for biostatisticians and quantitatively-oriented epidemiologists who are working on the design and analysis of case-control studies or on related statistical methods research. 
650 0 |a Case-control method  |v Handbooks, manuals, etc. 
650 0 |a Epidemiology  |x Statistical methods  |v Handbooks, manuals, etc. 
650 0 |a Medical statistics  |v Handbooks, manuals, etc. 
650 0 |a Medical informatics  |v Handbooks, manuals, etc. 
830 0 |a Chapman & Hall/CRC handbooks of modern statistical methods. 
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