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

• Autore: Madsen Henrik <1955->
• 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
• 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
• Serie: Texts in statistical science.