LEADER 02621nam 2200517 450 001 9910795964903321 005 20230912171952.0 010 $a1-118-73005-4 010 $a1-118-73030-5 035 $a(CKB)24989484200041 035 $a(Au-PeEL)EBL1895564 035 $a(CaPaEBR)ebr11011822 035 $a(CaONFJC)MIL719395 035 $a(OCoLC)890971757 035 $a(CaSebORM)9781118730058 035 $a(MiAaPQ)EBC1895564 035 $a(MiAaPQ)EBC7104002 035 $a(EXLCZ)9924989484200041 100 $a20140916h20152015 uy| 0 101 0 $aeng 135 $aur||||||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 10$aFoundations of linear and generalized linear models /$fAlan Agresti 210 1$aHoboken, New Jersey :$cJohn Wiley & Sons Inc.,$d[2015] 210 4$d2015 215 $a1 online resource (472 pages) $cillustrations 225 1 $aWiley series in probability and statistics 320 $aIncludes bibliographical references and index. 330 $a"This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"--$cProvided by publisher. 410 0$aWiley series in probability and statistics. 606 $aLinear models (Statistics) 606 $aMathematical analysis$xFoundations 615 0$aLinear models (Statistics) 615 0$aMathematical analysis$xFoundations. 676 $a003/.74 686 $aMAT029000$2bisacsh 700 $aAgresti$b Alan$0103037 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910795964903321 996 $aFoundations of linear and generalized linear models$91875389 997 $aUNINA