Analysis of Longitudinal Studies in Epidemiology

By (author) Alan Hubbard,N.P. Jewell,Nicholas P. Jewell

ISBN13: 9781584885047

Imprint: Chapman & Hall/CRC

Publisher: Taylor & Francis Ltd

Format: Hardback

Published: 06/10/2023

Availability: Not yet available

Description
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.
  • Mathematics
  • Public health & preventive medicine
  • Professional & Vocational
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Weight:453.00
List Price: £76.99