Plots, Transformations, and Regression An Introduction to Graphical Methods of Diagnostic Regression Analysis

Name: Plots, Transformations, and Regression An Introduction to Graphical Methods of Diagnostic Regression Analysis
Price: 7.72 USD
Availability: InStock
ISBN: 9780198533719

ISBN-10: 0198533713

ISBN-13: 9780198533719

Edition: N/A

Authors: A. C. Atkinson

List price: $175.00

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This handbook provides a detailed, down-to-earth introduction to regression diagnostic analysis, a technique of growing importance for work in applied statistics. Heavily illustrated, with numerous examples to illuminate the discussion, this timely volume outlines methods for regression models, stressing detection of outliers and inadequate models; describes the transformation of variables in an equation, particularly the response; and considers such advanced topics as generalized linear models. A useful guide that combines lucid explanations with up-to-date research findings.

Book details

List price: $175.00
Publisher: Oxford University Press, Incorporated
Publication date: 12/31/1987
Binding: Paperback
Pages: 296
Size: 6.14" wide x 9.21" long x 0.63" tall
Weight: 0.990
Language: English



Introduction


The algebra of deletion


Diagnostic quantities


The presentation of results


Diagnostic plots for explanatory variables


Transformations and constructed variables


Transformations for percentages and proportions


Other constructed variables


The power transformation with shifted location


Further diagnostic quantities


Goodness of link tests


Further problems, other analyses


Appendix


References


Index