02715oam 2200613I 450 991079702430332120230725061006.00-429-11170-31-4398-9114-110.1201/9781439891148 (CKB)3710000000391592(EBL)1648247(SSID)ssj0001459125(PQKBManifestationID)12537886(PQKBTitleCode)TC0001459125(PQKBWorkID)11456282(PQKB)10401292(MiAaPQ)EBC1648247(Au-PeEL)EBL1648247(CaPaEBR)ebr11167503(OCoLC)908079477(OCoLC)942855360(EXLCZ)99371000000039159220180706d2010 uy 0engur|n|---|||||txtccrIntroduction to general and generalized linear models /by Henrik Madsen and Poul ThyregodFirst edition.Boca Raton, FL :CRC Press, an imprint of Taylor and Francis,2010.1 online resource (307 p.)Chapman & Hall/CRC Texts in Statistical ScienceDescription based upon print version of record.1-4200-9155-7 Includes bibliographical references.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; BibliographyBridging 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.Texts in statistical science.Linear models (Statistics)Generalized estimating equationsLinear models (Statistics)Generalized estimating equations.519.5/35Madsen Henrik1955-503592Thyregod PoulMiAaPQMiAaPQMiAaPQBOOK9910797024303321Introduction to general and generalized linear models3831928UNINA