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Record Nr. |
UNINA9910460468703321 |
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Autore |
Madsen Henrik <1955-> |
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Titolo |
Introduction to general and generalized linear models / / by Henrik Madsen and Poul Thyregod |
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Pubbl/distr/stampa |
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Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 |
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ISBN |
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0-429-11170-3 |
1-4398-9114-1 |
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Edizione |
[First edition.] |
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Descrizione fisica |
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1 online resource (307 p.) |
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Collana |
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Chapman & Hall/CRC Texts in Statistical Science |
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Disciplina |
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Soggetti |
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Linear models (Statistics) |
Generalized estimating equations |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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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. |
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