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Introduction to general and generalized linear models / / by Henrik Madsen and Poul Thyregod



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Autore: Madsen Henrik <1955-> Visualizza persona
Titolo: Introduction to general and generalized linear models / / by Henrik Madsen and Poul Thyregod Visualizza cluster
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
Soggetto genere / forma: Electronic books.
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  Visualizza cluster
ISBN: 0-429-11170-3
1-4398-9114-1
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910460468703321
Lo trovi qui: Univ. Federico II
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Serie: Texts in statistical science.