Analysis of Longitudinal Studies in Epidemiology
Seiten
2026
Chapman & Hall/CRC (Verlag)
978-1-58488-504-7 (ISBN)
Chapman & Hall/CRC (Verlag)
978-1-58488-504-7 (ISBN)
- Noch nicht erschienen (ca. August 2026)
- Versandkostenfrei
- Auch auf Rechnung
- Artikel merken
Covers a range of topics that include Poisson regression, survival analysis, repeated measure, clustered data, longitudinal observations, and generalized linear models such as logistic regression. This book explains the importance of time-dependent confounding and introduces methods including inverse probability weighted estimators.
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.
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.
University of California, Berkeley, USA University of Bath, UK University of British Columbia, Vancouver, Canada Northwestern University, Evanston, Illinois, USA
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.
| Erscheint lt. Verlag | 28.8.2026 |
|---|---|
| Reihe/Serie | Chapman & Hall/CRC Texts in Statistical Science |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Gewicht | 453 g |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| Studium ► Querschnittsbereiche ► Prävention / Gesundheitsförderung | |
| ISBN-10 | 1-58488-504-1 / 1584885041 |
| ISBN-13 | 978-1-58488-504-7 / 9781584885047 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
das Manual zur psychologischen Gesundheitsförderung
Buch | Hardcover (2023)
Springer Berlin (Verlag)
CHF 55,95
Wissenschaftlich basierte Empfehlungen, Tipps und Ernährungspläne für …
Buch (2022)
Thieme (Verlag)
CHF 69,95
