Linear mixed models : a practical guide using statistical software / Brady T. West, Kathleen B. Welch and Andrzej T. Gatecki.
Material type:
TextPublication details: Boca Raton : CRC Press, c2015.Edition: 2nd edDescription: xxv, 414 p. : illustrations ; 27 cmISBN: - 9781466560994 (hardback : acidfree paper)
- 000SA.062 23 W516
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.062 W516 (Browse shelf(Opens below)) | Available | 136169 | |||
| Books | ISI Library, Kolkata | 000SA.062 W516 (Browse shelf(Opens below)) | Available | 136168 |
Browsing ISI Library, Kolkata shelves Close shelf browser (Hides shelf browser)
| 000SA.062 Se439 Linear models / | 000SA.062 Se443 Linear model and hypothesis : a general unifying theory / | 000SA.062 Se476 Linear models an integrated approach | 000SA.062 W516 Linear mixed models : | 000SA.062 W516 Linear mixed models : | 000SA.062 Y42 Vector generalized linear and additive models : | 000SA.063 H641 Practical guide to logistic regression / |
Includes bibliographical references (pages 401-405) and index.
1. Introduction;
2. Linear Mixed Models: An Overview;
3. Two-Level Models for Clustered Data: The Rat Pup Example; 4. Three-Level Models for Clustered Data: The Classroom Example;
5. Models for Repeated-Measures Data: The Rat Brain Example;
6. Random Coefficient Models for Longitudinal Data: The Autism Example;
7. Models for Clustered Longitudinal Data: The Dental Veneer Example.
8. Models for Data with Crossed Random Factors: The SAT Score Example.
A. Statistical Software Resources;
B. Calculation of the Marginal Variance-Covariance Matrix;
C. Acronyms/Abbreviations;
Bibliography;
Index.
Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition continues to lead readers step by step through the process of fitting LMMs. This second edition covers additional topics on the application of LMMs that are valuable for data analysts in all fields. It also updates the case studies using the latest versions of the software procedur.
There are no comments on this title.
