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(Ebook) An Introduction to Generalized Linear Models, Third Edition by Barnett, Adrian; Dobson, Annette J ISBN 9781584889519, 1584889519

  • SKU: EBN-5143964
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Instant download (eBook) An Introduction to Generalized Linear Models, Third Edition after payment.
Authors:Barnett, Adrian; Dobson, Annette J
Pages:316 pages.
Year:2008
Editon:3rd ed
Publisher:CRC Press
Language:english
File Size:3.38 MB
Format:pdf
ISBNS:9781584889519, 1584889519
Categories: Ebooks

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(Ebook) An Introduction to Generalized Linear Models, Third Edition by Barnett, Adrian; Dobson, Annette J ISBN 9781584889519, 1584889519

Introduction Background Scope Notation Distributions Related to the Normal Distribution Quadratic Forms Estimation Model Fitting Introduction Examples Some Principles of Statistical Modeling Notation and Coding for Explanatory Variables Exponential Family and Generalized Linear Models Introduction Exponential Family of Distributions Properties of Distributions in the Exponential Family Generalized Linear Models Examples Estimation Introduction Example: Failure Times for Pressure Vessels Maximum Likelihood Estimation Poisson Regression Example Inference Introduct.
Abstract: Offers a cohesive framework for statistical modeling. Emphasizing numerical and graphical methods, this work enables readers to understand the unifying structure that underpins GLMs. It discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, and longitudinal analysis.
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