Association Models in Epidemiology: Study Designs, Modeling Strategies, and Analytic Methods: Chapman & Hall/CRC Biostatistics Series
Autor Hongjie Liuen Limba Engleză Hardback – 5 aug 2024
Features
- Custom-Tailored Models: Discover association models specifically designed for epidemiologic study designs.
- Epidemiologic Principles in Action: Learn how to apply and translate epidemiologic principles into regression modeling techniques.
- Model Specification Guidance: Get expert guidance on model specifications to estimate exposure-outcome associations, accurately controlling for confounding bias.
- Accessible Language: Explore regression intricacies in user-friendly language, accompanied by real-world examples that make learning easier.
- Step-by-Step Approach: Follow a straightforward step-by-step approach to master strategies and procedures for analysis.
- Rich in Examples: Benefit from 120 examples, 77 figures, 86 tables, and 174 SAS® outputs with annotations to enhance your understanding.
- Book website located here.
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Specificații
ISBN-13: 9781032353401
ISBN-10: 1032353406
Pagini: 485
Ilustrații: 212
Dimensiuni: 178 x 254 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Biostatistics Series
Locul publicării:Boca Raton, United States
ISBN-10: 1032353406
Pagini: 485
Ilustrații: 212
Dimensiuni: 178 x 254 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Biostatistics Series
Locul publicării:Boca Raton, United States
Public țintă
Academic, Postgraduate, Professional Practice & Development, Undergraduate Advanced, and Undergraduate CoreCuprins
1. Association Models in Analytic Epidemiologic Research: Principles and Methods. 2. Modeling for Cohort Studies: Incidence Rate Ratio, Risk Ratio, and Risk Difference. 3. Modeling for Cohort Studies: Time-to-Event Outcome. 4. Modeling for Cohort Studies: Propensity Score Method. 5. Modeling for Traditional Case-Control Studies. 6. Modeling for Matched Case-Control Studies. 7. Modeling for Population-Based Case-Control Studies. 8. Modeling for Cross-Sectional Studies. 9. Modeling for Ecologic Studies. 10. Spline Regression Models: Beyond Linearity and Categorization.
Notă biografică
Hongjie Liu is professor of epidemiology at the School of Public Health, University of Maryland, College Park. He earned his doctoral degree in epidemiology from the School of Public Health at the University of California, Los Angeles (UCLA). His research focuses on the epidemiology of infectious diseases and research methodology. He has served as the principal investigator, co-investigator, and biostatistics consultant in over 30 research projects and published 125 peer-reviewed papers. Over the past two decades, Dr. Liu has taught intermediate and advanced epidemiology to master's and doctoral students. His courses emphasize the integration of epidemiologic principles with regression techniques.
Descriere
Focuses on integrating epidemiologic principles with statistical modeling methods in such a way that the principles inform the choice of modeling strategy and covariate selection.