Foundations of linear and generalized linear models / Alan Agresti.
2015
QA299.8 .A37 2015
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Details
Title
Foundations of linear and generalized linear models / Alan Agresti.
Author
Agresti, Alan, author.
ISBN
9781118730300
9781118730034 (hardback)
9781118730034 (hardback)
Published
Hoboken, New Jersey : John Wiley & Sons Inc., [2015]
Copyright
2015
Language
English
Description
1 online resource (472 pages) : illustrations.
Call Number
QA299.8 .A37 2015
Dewey Decimal Classification
003/.74
Summary
"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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Series
Wiley series in probability and statistics.
Available in Other Form
Foundations of linear and generalized linear models.
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