Regression Graphics - Ideas for Studying Regressions through Graphics

Autor: R. Dennis Cook

Limbă:

Legare: Copertă tare

Editura: John Wiley & Sons Inc

Disponibilitate: În depozitul extern

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An exploration of regression graphics through computer graphics. Recent developments in computer tec...

Informații despre carte

Autor

R. Dennis Cook

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

1998

Pagini

350

EAN

9780471193654

ISBN

0471193658

Enbook ID

04888447

Editura

John Wiley & Sons Inc

Greutate

714

Dimensiuni

165 x 242 x 25

Descriere completă

An exploration of regression graphics through computer graphics. Recent developments in computer technology have stimulated new and exciting uses for graphics in statistical analyses. Regression Graphics, one of the first graduate--level textbooks on the subject, demonstrates how statisticians, both theoretical and applied, can use these exciting innovations. After developing a relatively new regression context that requires few scope--limiting conditions, Regression Graphics guides readers through the process of analyzing regressions graphically and assessing and selecting models. This innovative reference makes use of a wide range of graphical tools, including 2D and 3D scatterplots, 3D binary response plots, and scatterplot matrices. Supplemented by a companion ftp site, it features numerous data sets and applied examples that are used to elucidate the theory. Other important features of this book include: Extensive coverage of a relatively new regression context based on dimension--reduction subspaces and sufficient summary plots Graphical regression, an iterative visualization process for constructing sufficient regression views Graphics for regressions with a binary response Graphics for model assessment, including residual plots Net--effects plots for assessing predictor contributions Graphics for predictor and response transformations Inverse regression methods Access to a Web site of supplemental plots, data sets, and 3D color displays. An ideal text for students in graduate--level courses on statistical analysis, Regression Graphics is also an excellent reference for professional statisticians.

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Regression Graphics - Ideas for Studying Regressions through Graphics

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