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Analysis of Longitudinal Studies in Epidemiology : Chapman & Hall/CRC Texts in Statistical Science - Alan Hubbard

Analysis of Longitudinal Studies in Epidemiology

Chapman & Hall/CRC Texts in Statistical Science

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Aimed at a nontechnical audience, with intuitive explanations instead of mathematical derivations, Analysis of Longitudinal Studies in Epidemiology covers a wide range of topics that include Poisson regression, survival analysis, repeated measure, clustered data, longitudinal observations, and generalized linear models such as logistic regression. The book illustrates examples through extensive case studies, placing particular emphasis on the extension of simple cross-sectional methods and exploring how they can be adapted to longitudinal settings. It also explains the importance of time-dependent confounding and introduces methods including inverse probability weighted estimators.

Introduction. Longitudinal Studies of Disease Incidence. Models for Survival Data. Longitudinal Data Models. Mixed Effects Models. Causal Inference in Longitudinal Studies. The Probability Inverse Weighted Approach to Causal Inference. Ecological Longitudinal Studies. Cross-Sectional Data on Event Times.

ISBN: 9781584885047
ISBN-10: 1584885041
Series: Chapman & Hall/CRC Texts in Statistical Science
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 288
Available: 22nd July 2019
Country of Publication: US
Dimensions (cm): 23.5 x 15.6
Edition Number: 1