LEADER 02780oam 2200637I 450 001 9910828394503321 005 20230725061006.0 010 $a0-429-11170-3 010 $a1-4398-9114-1 024 7 $a10.1201/9781439891148 035 $a(CKB)3710000000391592 035 $a(EBL)1648247 035 $a(SSID)ssj0001459125 035 $a(PQKBManifestationID)12537886 035 $a(PQKBTitleCode)TC0001459125 035 $a(PQKBWorkID)11456282 035 $a(PQKB)10401292 035 $a(MiAaPQ)EBC1648247 035 $a(Au-PeEL)EBL1648247 035 $a(CaPaEBR)ebr11167503 035 $a(OCoLC)908079477 035 $a(OCoLC)942855360 035 $a(OCoLC)1257365329 035 $a(FINmELB)ELB141404 035 $a(EXLCZ)993710000000391592 100 $a20180706d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aIntroduction to general and generalized linear models /$fby Henrik Madsen and Poul Thyregod 205 $aFirst edition. 210 1$aBoca Raton, FL :$cCRC Press, an imprint of Taylor and Francis,$d2010. 215 $a1 online resource (307 p.) 225 1 $aChapman & Hall/CRC Texts in Statistical Science 300 $aDescription based upon print version of record. 311 $a1-4200-9155-7 320 $aIncludes bibliographical references. 327 $aCover; 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 330 3 $aBridging the gap between theory and practice for modern statistical model building, Introduction to General and Generalized Linear Models presents likelihood-based techniques for statistical modelling using various types of data. Implementations using R are provided throughout the text, although other software packages are also discussed. Numerous examples show how the problems are solved with R. 410 0$aTexts in statistical science. 606 $aLinear models (Statistics) 606 $aGeneralized estimating equations 615 0$aLinear models (Statistics) 615 0$aGeneralized estimating equations. 676 $a519.5/35 700 $aMadsen$b Henrik$f1955-$0503592 702 $aThyregod$b Poul 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910828394503321 996 $aIntroduction to general and generalized linear models$93994590 997 $aUNINA