Linear mixed models for longitudinal data (Record no. 186562)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01823 a2200229 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220429181906.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220429b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780387950273 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | VER |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Verbeke, Geert |
| 9 (RLIN) | 32235 |
| 245 ## - TITLE STATEMENT | |
| Title | Linear mixed models for longitudinal data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2000 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 568 p. ; |
| Dimensions | 24 cm. |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Springer Series in Statistics |
| 9 (RLIN) | 32820 |
| 500 ## - GENERAL NOTE | |
| General note | Content :<br/><br/> 1. Introduction --<br/>2. Examples --<br/>3. A Model for Longitudinal Data --<br/>4. Exploratory Data Analysis --<br/>5. Estimation of the Marginal Model --<br/>6. Inference for the Marginal Model --<br/>7. Inference for the Random Effects --<br/>8. Fitting Linear Mixed Models with SAS --<br/>9. General Guidelines for Model Building --<br/>10. Exploring Serial Correlation --<br/>11. Local Influence for the Linear Mixed Model --<br/>12. The Heterogeneity Model --<br/>13. Conditional Linear Mixed Models --<br/>14. Exploring Incomplete Data --<br/>15. Joint Modeling of Measurements and Missingness --<br/>16. Simple Missing Data Methods --<br/>17. Selection Models --<br/>18. Pattern-Mixture Models --<br/>19. Sensitivity Analysis for Selection Models --<br/>20. Sensitivity Analysis for Pattern-Mixture Models --<br/>21. How Ignorable Is Missing At Random? --<br/>22. The Expectation-Maximization Algorithm --<br/>23. Design Considerations --<br/>24. Case Studies -- |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The SAS routines on mixed models have applications in many areas of statistics, especially biostatistics, but the procedures are not well- documented. Based on short courses given by the authors, this book provides practical guidance for SAS users. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Longitudinal method |
| 9 (RLIN) | 32821 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics |
| 9 (RLIN) | 32822 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Linear models (Statistics) |
| 9 (RLIN) | 32823 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Molenberghs, Geert |
| 9 (RLIN) | 32824 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Integrative Medicine |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library and Information Centre | Library and Information Centre | Book section | 22/04/2022 | 2 | 0.00 | 519.5 VER | 30327 | 22/04/2022 | 10655.11 | 22/04/2022 | Books |