Regression Graphics

R. Dennis Cook

ISBN 10: 0471193658 / ISBN 13: 9780471193654

Published by John Wiley and Sons Ltd, 1998

About this Item

Simple graphs have always played a useful role in the analysis and presentation of data. Advances in computing have created the potential to substantially expand the role of visualization in statistical analyses. This book is about ideas for the graphical analysis of regression data. Series: Wiley Series in Probability and Statistics. Num Pages: 350 pages, Illustrations. BIC Classification: JMAF; PBT. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 239 x 167 x 29. Weight in Grams: 694. . 1998. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland.

Seller Inventory # V9780471193654

Bibliographic Details

• Title: Regression Graphics
• Publisher: John Wiley and Sons Ltd
• Publication Date: 1998
• Language: English
• ISBN 10: 0471193658
• ISBN 13: 9780471193654
• Binding: Hardcover
• Condition: New

About this title

Synopsis

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.

About the Author

R. DENNIS COOK is Professor, Department of Applied Statistics, University of Minnesota. He is the coauthor of An Introduction to Regression Graphics and numerous articles on regression and experimental design. He received his PhD in statistics from Kansas State University and is a Fellow of the American Statistical Association and the Institute of Mathematical Statistics.