Bayesian methods for repeated measures / Lyle D. Broemeling.
Material type:
TextSeries: Chapman & Hall/CRC biostatistics seriesPublication details: Boca Raton : CRC Press, ©2016.Description: xv, 552 p. : illustrations ; 25 cmISBN: - 9781482248197 (hardcover : acidfree paper)
- 000SB:570 23 B865
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SB:570 B865 (Browse shelf(Opens below)) | Available | 137092 |
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| 000SB:570 B649 Statistics in biology | 000SB:570 B672 Neyman's model of competing risks applied to a biological problem | 000SB:570 B763 Biometrics | 000SB:570 B865 Bayesian methods for repeated measures / | 000SB:570 B873 Game-theoretical models in biology / | 000SB:570 C456 Modern issues and methods in biostatistics | 000SB:570 C521 Introductory biostatistics for the health sciences |
Includes bibliographical references and index.
1. Introduction to the analysis of repeated measures --
2. Review of Bayesian regression methods --
3. Foundation and preliminary concepts --
4. Linear models for repeated measures and Bayesian inference --
5. Estimating the mean profile of repeated measures --
6. Correlation patterns for repeated measures --
7. General mixed linear model --
8. Repeated measures for categorical data --
9. Nonlinear models and repeated measures --
10. Bayesian techniques for missing data.
This book is intended to be a textbook for graduate students in statistics (including biostatistics) and as a fererence for consulting statisticians. It will be an invaluable resource especially for those involved in biostatistics, where use of repeated measures is common. The book adopts a practical approach and includes the WinBUGS code necessary to implement posterior analysis.
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