Since the mathematics behind generalized linear models is often difficult to follow while the mathematics behind general linear models is well understood, this text describes the methodology behind both models in a parallel setup. After introducing a likelihood framework that is sufficient to cover both approaches, the authors present general linear models, including analysis of covariance, before moving on to more complicated generalized linear models using the same likelihoodbased approach. Numerous simulated and realworld examples, implemented using R and SAS, illustrate the methods discussed. The text also provides exercises to further develop understanding.
About Poul Thyregod
Henrik Madsen is a professor in the Department of Informatics and Mathematical Modelling at the Technical University of Denmark in Lyngby. He has authored or coauthored more than 400 publications. Dr. Madsen has also led or participated in research projects involving wind power and energy load forecasting, financial forecasting and modeling, heat dynamics modeling, PK/PD modeling in drug development, data assimilation, zooneses modeling, and high performance and scientific computing.Details Book
Author  :  Poul Thyregod 
Publisher  :  CRC Press Inc 
Data Published  :  15 February 2010 
ISBN  :  1420091557 
EAN  :  9781420091557 
Format Book  :  PDF, Epub, DOCx, TXT 
Number of Pages  :  320 pages 
Age +  :  15 years 
Language  :  English 
Rating  : 
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