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Generalized linear mixed models : modern concepts, methods and applications / / by Walter W. Stroup
| Generalized linear mixed models : modern concepts, methods and applications / / by Walter W. Stroup |
| Autore | Stroup Walter W (Walter Whitney) |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2012 |
| Descrizione fisica | 1 online resource (547 p.) |
| Disciplina | 519.5/36 |
| Collana |
Chapman & Hall/CRC Texts in Statistical Science
A Chapman & Hall Book |
| Soggetto topico | Linear models (Statistics) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-429-07529-4
1-4398-1513-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Generalized Linear Mixed Models: Modern Concepts, Methods and Applications; Copyright; Table of Contents; Preface; Acknowledgments; Part I: The Big Picture; 1. Modeling Basics; 2. Design Matters; 3. Setting the Stage; Part II: Estimation and Inference Essentials; 4. Estimation; 5. Inference, Part I: Model Effects; 6. Inference, Part II: Covariance Components; Part III: Working with GLMMs; 7. Treatment and Explanatory Variable Structure; 8. Multilevel Models; 9. Best Linear Unbiased Prediction; 10. Rates and Proportions; 11. Counts; 12. Time-to-Event Data; 13. Multinomial Data
14. Correlated Errors, Part I: Repeated Measures15. Correlated Errors, Part II: Spatial Variability; 16. Power, Sample Size, and Planning; Appendices: Essential Matrix Operations and Results; Appendix A: Matrix Operations; Appendix B: Distribution Theory for Matrices; References; Back Cover |
| Record Nr. | UNINA-9910460844503321 |
Stroup Walter W (Walter Whitney)
|
||
| Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Generalized linear mixed models : modern concepts, methods and applications / / by Walter W. Stroup
| Generalized linear mixed models : modern concepts, methods and applications / / by Walter W. Stroup |
| Autore | Stroup Walter W (Walter Whitney) |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2012 |
| Descrizione fisica | 1 online resource (547 p.) |
| Disciplina | 519.5/36 |
| Collana |
Chapman & Hall/CRC Texts in Statistical Science
A Chapman & Hall Book |
| Soggetto topico | Linear models (Statistics) |
| ISBN |
0-429-07529-4
1-4398-1513-5 |
| Classificazione | MAT029000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Generalized Linear Mixed Models: Modern Concepts, Methods and Applications; Copyright; Table of Contents; Preface; Acknowledgments; Part I: The Big Picture; 1. Modeling Basics; 2. Design Matters; 3. Setting the Stage; Part II: Estimation and Inference Essentials; 4. Estimation; 5. Inference, Part I: Model Effects; 6. Inference, Part II: Covariance Components; Part III: Working with GLMMs; 7. Treatment and Explanatory Variable Structure; 8. Multilevel Models; 9. Best Linear Unbiased Prediction; 10. Rates and Proportions; 11. Counts; 12. Time-to-Event Data; 13. Multinomial Data
14. Correlated Errors, Part I: Repeated Measures15. Correlated Errors, Part II: Spatial Variability; 16. Power, Sample Size, and Planning; Appendices: Essential Matrix Operations and Results; Appendix A: Matrix Operations; Appendix B: Distribution Theory for Matrices; References; Back Cover |
| Record Nr. | UNINA-9910797028903321 |
|
Stroup Walter W (Walter Whitney)
|
||
| Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||