TY - BOOK AU - Borgan, Ornulf AU - Breslow, Norman E. AU - Chatterjee, Nilanjan AU - Gail, Mitchell H. AU - Scott, Alastair AU - Wild, Chris J. TI - Handbook of statistical methods for case-control studies SN - 9781498768580 U1 - 610.285 PY - 2018/// CY - Boca Raton PB - Chapman and Hall/CRC KW - Medicine - Data processing KW - Case - control method KW - Epidemiology - Statistical methods N1 - Table of Contents I Introduction Origins of the Case-Control Study Norman Breslow and Noel Weiss Design Issues in Case-Control Studies Duncan C. Thomas II Classical Case-Control Studies 3. Basic Concepts and Analysis Barbara McKnight 4. Matched Case-Control Studies Barbara McKnight 5. Multiple Case or Control Groups Barbara McKnight 6. Causal Inference from Case-Control Studies Vanessa Didelez and Robin J. Evans 7. The Case-Crossover Study Design in Epidemiology Joseph A. "Chris" Delaney and Samy Suissa 8. Small Sample Methods Jinko Graham, Brad McNeney and Robert Platt 9. Power and Sample Size for Case-Control Studies Mitchell H. Gail and Sebastien Haneuse 10. Measurement Error and Case-Control Studies Raymond J. Carroll III Case-control Studies that Use Full-Cohort Information 11. Alternative Formulation of Models in Case-Control Studies William E. Barlow and John B. Cologne 12. Multi-Phase Sampling Gustavo Amorim, Alastair J. Scott, and Chris J. Wild 13. Calibration in Case-Control Studies Thomas Lumley 14. Secondary Analysis of Case-Control Data Chris J. Wild 15. Response Selective Study Designs using Existing Longitudinal Cohorts Paul J. Rathouz, Jonathan S. Schildcrout, and Leila R. Zelnick and Patrick J. Heagerty IV Case-Control Studies for Time-to-Event Data 16. Cohort Sampling for Time-to-Event Data: An Overview Ornulf Borgan and Sven Ove Samuelsen 17. Survival Analysis of Case-Control Data: A Sample Survey Approach Norman Breslow and Jie Kate Hu 18. Nested Case-Control Studies: A Counting Process Approach Ornulf Borgan 19. Inverse Probability Weighting in Nested Case-Control Studies Sven Ove Samuelsen and Nathalie Stoer 20. Multiple Imputation for Sampled Cohort Data Ruth H. Keogh 21. Maximum Likelihood Estimation for Case-Cohort and Nested Case-Control Studies Donglin Zeng and Dan-Yu Lin 22. The Self-Controlled Case Series Method Paddy Farrington and Heather Whitaker V Case-Control Studies in Genetic Epidemiology 23. Case-Control Designs for Modern Genome-Wide Association Studies: Basic Principles and Overview Nilanjan Chatterjee 24. Analysis of Gene-Environment Interactions Summer S. Han, Raymond J. Carroll, and Nilanjan Chatterjee 25. Two-Stage Testing for Genome-Wide Gene-Environment Interactions James Y. Dai, Li Hsu and Charles Kooperberg 26. Family-Based Case-Control Approaches to Study the Role of Genetics Clarice R. Weinberg, Min Shi and David M. Umbach 27. Mixed Models for Case-Control Genome-Wide Association Studies: Major Challenges and Partial Solutions David Golan and Saharon Rosset 28. Analysis of Secondary Phenotype Data under Case-Control Designs Guoqing Diao and Donglin Zeng and Dan-Yu Lin N2 - 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. Though not specifically intended as a textbook, it may also be used as a backup reference text for graduate-level courses. Book Sections Classical designs and causal inference, measurement error, power, and small-sample inference Designs that use full-cohort information Time-to-event data Genetic epidemiology https://www.crcpress.com/Handbook-of-Statistical-Methods-for-Case-Control-Studies/Borgan-Breslow-Chatterjee-Gail-Scott-Wild/p/book/9781498768580 ER -