Foundations of linear and generalized linear models / / Alan Agresti.

• Superior document: Wiley series in probability and statistics
• VerfasserIn: Agresti, Alan,
• Place / Publishing House: Hoboken, New Jersey : : John Wiley & Sons Inc.,, [2015]; 2015
• Year of Publication: 2015
• Language: English
• Series: Wiley series in probability and statistics.
• Physical Description: 1 online resource (472 pages) :; illustrations.
• Bibliography: Includes bibliographical references and index.
• ISBN: 9781118730300; 9781118730034 (hardback)
• Hierarchical level: Monograph
• Statement of Responsibility: Alan Agresti.

"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"--