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Verfasst von:Agresti, Alan [VerfasserIn]   i
Titel:Foundations of linear and generalized linear models
Verf.angabe:Alan Agresti
Verlagsort:Hoboken, New Jersey
Verlag:John Wiley & Sons Inc.
E-Jahr:2015
Jahr:[2015]
Umfang:1 online resource
Fussnoten:Includes bibliographical references and index. - Print version record and CIP data provided by publisher
ISBN:978-1-118-73030-0
 1-118-73030-5
 978-1-118-73005-8
 1-118-73005-4
Abstract:"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"--
 "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover"--
URL:Aggregator: https://learning.oreilly.com/library/view/-/9781118730058/?ar
Datenträger:Online-Ressource
Sprache:eng
Bibliogr. Hinweis:Erscheint auch als : Druck-Ausgabe
Sach-SW:Analyse mathématique ; Fondements
 MATHEMATICS ; Probability & Statistics ; General
 Linear models (Statistics)
 Mathematical analysis ; Foundations
K10plus-PPN:1903899249
 
 
Lokale URL UB: Zum Volltext
 
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