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Analysis of Longitudinal Studies in Epidemiology,9781584885047
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Analysis of Longitudinal Studies in Epidemiology

by ;
Edition:
1st
ISBN13:

9781584885047

ISBN10:
1584885041
Format:
Hardcover
Pub. Date:
6/26/2015
Publisher(s):
Chapman & Hall/
List Price: $69.95

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Questions About This Book?

What version or edition is this?
This is the 1st edition with a publication date of 6/26/2015.
What is included with this book?
  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.

Summary

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.

Table of Contents

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.


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