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Antedependence Models for Longitudinal Data
Engelsk
Bogcover for Antedependence Models for Longitudinal Data af Vicente A. Nunez-Anton, Dale L. Zimmerman, 9781138113626
Specifikationer
Sprog:
Engelsk
Sider:
288
ISBN-13:
9781138113626
Indbinding:
Paperback
ISBN-10:
113811362X
Udg. Dato:
14 jun 2017
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
14 jun 2017

Antedependence Models for Longitudinal Data

Engelsk
Paperback 2017
Format:

Bog beskrivelse

The First Book Dedicated to This Class of Longitudinal Models

Although antedependence models are particularly useful for modeling longitudinal data that exhibit serial correlation, few books adequately cover these models. By gathering results scattered throughout the literature, Antedependence Models for Longitudinal Data offers a convenient, systematic way to learn about antedependence models. Illustrated with numerous examples, the book also covers some important statistical inference procedures associated with these models.

After describing unstructured and structured antedependence models and their properties, the authors discuss informal model identification via simple summary statistics and graphical methods. They then present formal likelihood-based procedures for normal antedependence models, including maximum likelihood and residual maximum likelihood estimation of parameters as well as likelihood ratio tests and penalized likelihood model selection criteria for the model’s covariance structure and mean structure. The authors also compare the performance of antedependence models to other models commonly used for longitudinal data.

With this book, readers no longer have to search across widely scattered journal articles on the subject. The book provides a thorough treatment of the properties and statistical inference procedures of various antedependence models.

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Specifikationer
Sprog:
Engelsk
Sider:
288
ISBN-13:
9781138113626
Indbinding:
Paperback
ISBN-10:
113811362X
Udg. Dato:
14 jun 2017
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
14 jun 2017
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