Regression Graphics - Ideas for Studying Regressions through Graphics

Автор: R. Dennis Cook

Език:

Корици: С твърди корици

Издател: John Wiley & Sons Inc

Наличност: Външен склад

Изпращаме след 14-21 дни

196.76 € 384.83 лв

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

Информация за книгата

Автор

R. Dennis Cook

Език

Английски език

Корици

Книга - С твърди корици

Издадена

1998

страници

350

EAN

9780471193654

ISBN

0471193658

Enbook ID

04888447

Издател

John Wiley & Sons Inc

Теглоt

714

Размери

165 x 242 x 25

Пълно описание

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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