Handbook of statistical methods for case-control studies
- Boca Raton Chapman and Hall/CRC 2018
- xv, 536 p. Includes index
- Chapman & Hall/CRC Handbooks of Modern Statistical Methods .
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
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