Name: Antedependence Models for Longitudinal Data (en Inglés)
Price: 3329.55 MXN
Availability: InStock
Author: Zimmerman, Dale L. ; Núñez-Antón, Vicente A.
ISBN: 9781420064261

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portada Antedependence Models for Longitudinal Data (en Inglés)

Formato

Libro Físico

Autor

Dale L. Zimmerman

Vicente A. Núñez-Antón

Editorial

CRC Press

Idioma

Inglés

N° páginas

288

Encuadernación

Tapa Dura

ISBN

1420064266

ISBN13

9781420064261

Categorías

Probabilidad y estadística

Antedependence Models for Longitudinal Data (en Inglés)

Dale L. Zimmerman (Autor) · Vicente A. Núñez-Antón (Autor) · CRC Press · Tapa Dura

Libro Físico

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Reseña del libro "Antedependence Models for Longitudinal Data (en Inglés)"

The First Book Dedicated to This Class of Longitudinal ModelsAlthough 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.