Tell your friends about this item:
Antedependence Models for Longitudinal Data - Chapman & Hall / CRC Monographs on Statistics and Applied Probability Dale L. Zimmerman 1st edition
Ordered from remote warehouse
Our customers say:
Antedependence Models for Longitudinal Data - Chapman & Hall / CRC Monographs on Statistics and Applied Probability
Dale L. Zimmerman
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.
288 pages, 47 Tables, black and white; 28 Illustrations, black and white
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | June 14, 2017 |
| ISBN13 | 9781138113626 |
| Publishers | Taylor & Francis Ltd |
| Pages | 288 |
| Dimensions | 150 × 220 × 10 mm · 530 g |
| Language | English |
| Series Editor | Fan, Jianqing (Princeton University, New Jersey, USA) |
| Series Editor | Isham, Valerie |
| Series Editor | Keiding, Niels (University of Copenhagen, Denmark) |
| Series Editor | Louis, Thomas A. (Johns Hopkins Bloomberg School of Public Health, MD, USA Johns Hopkins Bloomberg School of Public Health, Baltimore, Johns Hopkins Bloomberg, Baltimore, Maryland, USA) |
| Series Editor | Smith, Richard L. (University of North Carolina, Chapel Hill, USA) |
| Series Editor | Tong, Howell (London School of Economics, UK London School of Economics, UK) |
More by Dale L. Zimmerman
Show all![Cover for Dale L. Zimmerman · Linear Model Theory: With Examples and Exercises (Paperback Book) [2020 edition] (2021)](https://imusic.b-cdn.net/images/item/original/656/9783030520656.jpg?dale-l-zimmerman-2021-linear-model-theory-with-examples-and-exercises-paperback-book&class=scaled&v=1620540761)
![Cover for Dale L. Zimmerman · Linear Model Theory: Exercises and Solutions (Paperback Book) [2020 edition] (2021)](https://imusic.b-cdn.net/images/item/original/762/9783030520762.jpg?dale-l-zimmerman-2021-linear-model-theory-exercises-and-solutions-paperback-book&class=scaled&v=1620910841)
Mere med samme udgiver
See all of Dale L. Zimmerman ( e.g. Paperback Book and Hardcover Book )