02621nam 2200517 450 991079596490332120230912171952.01-118-73005-41-118-73030-5(CKB)24989484200041(Au-PeEL)EBL1895564(CaPaEBR)ebr11011822(CaONFJC)MIL719395(OCoLC)890971757(CaSebORM)9781118730058(MiAaPQ)EBC1895564(MiAaPQ)EBC7104002(EXLCZ)992498948420004120140916h20152015 uy| 0engur|||||||||||rdacontentrdamediardacarrierFoundations of linear and generalized linear models /Alan AgrestiHoboken, New Jersey :John Wiley & Sons Inc.,[2015]20151 online resource (472 pages) illustrationsWiley series in probability and statisticsIncludes bibliographical references and index."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"--Provided by publisher.Wiley series in probability and statistics.Linear models (Statistics)Mathematical analysisFoundationsLinear models (Statistics)Mathematical analysisFoundations.003/.74MAT029000bisacshAgresti Alan103037MiAaPQMiAaPQMiAaPQBOOK9910795964903321Foundations of linear and generalized linear models1875389UNINA