Robust Diagnostic Regression Analysis (Springer Series in Statistics)

by Anthony Atkinson and Marco Riani

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Book cover for Robust Diagnostic Regression Analysis

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Graphs are used to understand the relationship between a regression model and the data to which it is fitted. The authors develop new, highly informative graphs for the analysis of regression data and for the detection of model inadequacies. As well as illustrating new procedures, the authors develop the theory of the models used, particularly for generalized linear models. The book provides statisticians and scientists with a new set of tools for data analysis. Software to produce the plots is available on the authors website.
  • ISBN13 9780387950174
  • Publish Date 11 August 2000
  • Publish Status Active
  • Publish Country US
  • Imprint Springer-Verlag New York Inc.
  • Format Hardcover
  • Pages 328
  • Language English