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An Introduction to Generalized Linear Models, Third Edition by Barnett, Adrian; Dobson, Annette J is a nonfiction available to read on EtoBox.

What is An Introduction to Generalized Linear Models, Third Edition about?

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. Read more... 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. Read more...

Who reads An Introduction to Generalized Linear Models, Third Edition?

Author

Barnett, Adrian; Dobson, Annette J

Publisher

CRC Press LLC

Published

2008

Language

EN

ISBN

9781584889519

Category

nonfiction

Subjects

Mathematics, Mathematical Statistics, Stem