Introduction to general and generalized linear models / / by Henrik Madsen and Poul Thyregod
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| Autore: |
Madsen Henrik <1955->
|
| Titolo: |
Introduction to general and generalized linear models / / by Henrik Madsen and Poul Thyregod
|
| Pubblicazione: | Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 |
| Edizione: | First edition. |
| Descrizione fisica: | 1 online resource (307 p.) |
| Disciplina: | 519.5/35 |
| Soggetto topico: | Linear models (Statistics) |
| Generalized estimating equations | |
| Persona (resp. second.): | ThyregodPoul |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | Cover; Title; Copyright; Contents; Preface; CHAPTER 1: Introduction; CHAPTER 2: The likelihood principle; CHAPTER 3: General linear models; CHAPTER 4: Generalized linear models; CHAPTER 5: Mixed effects models; CHAPTER 6: Hierarchical models; CHAPTER 7: Real life inspired problems; APPENDIX A: Supplement on the law of error propagation; APPENDIX B: Some probability distributions; APPENDIX C: List of symbols; Bibliography |
| Sommario/riassunto: | Bridging the gap between theory and practice for modern statistical model building, Introduction to General and Generalized Linear Models presents likelihood-based techniques for statistical modelling using various types of data. Implementations using R are provided throughout the text, although other software packages are also discussed. Numerous examples show how the problems are solved with R. |
| Titolo autorizzato: | Introduction to general and generalized linear models |
| ISBN: | 0-429-11170-3 |
| 1-4398-9114-1 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910961667403321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Texts in statistical science.