Mixed models : theory and applications
by
Demidenko, E. Z. (Evgeniĭ Zi︠a︡movich)
Title
:
Mixed models : theory and applications
Author
:
Demidenko, E. Z. (Evgeniĭ Zi︠a︡movich)
ISBN
:
9780471601616
Personal Author
:
Demidenko, E. Z. (Evgeniĭ Zi︠a︡movich)
Publication Information
:
Hoboken, N.J. : Wiley-Interscience, 2004.
Physical Description
:
xviii, 704 p. : ill. ; 24 cm.
Series
:
Wiley series in probability and statistics
Series Title
:
Wiley series in probability and statistics
Contents
:
1. Introduction : why mixed models? -- 2. MLE for LME model -- 3. Statistical properties of the LME model -- 4. Growth curve model and generalizations -- 5. Meta-analysis model -- 6. Nonlinear marginal model -- 7. Generalized linear mixed models -- 8. Nonlinear mixed effects model -- 9. Diagnostics and influence analysis -- 10. Tumor regrowth curves -- 11. Statistical analysis of shape -- 12. Statistical image analysis -- 13. App. : useful facts and formulas.
Abstract
:
"This book provides in-depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. Major results and points of discussion at the end of each chapter along with "Summary Points" sections make this reference not only comprehensive but also accessible for professionals and students alike in a broad range of fields such as cancer research, computer science, engineering, and industry."--BOOK JACKET.
Subject Term
:
Analysis of variance.
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | Copy |
|---|
| IIEMSA | General Books | 33168020368474 | 519.538 D379M 2004 | 1 |