Regression Graphics
Ideas for Studying Regressions Through Graphics

R. Dennis Cook (Author)

9780471193654, Wiley

Hardback, published 19 October 1998

384 pages
24.5 x 16.2 x 2.4 cm, 0.667 kg

In summary, it is a very well-written book with a good blend of theory and application. Some of the chapters in the book are very theoretical and very extensive so that a researcher in this area will benefit much from reading this book. Practitioners will also benefit by getting the basic ideas of the various concepts and understanding them through the abundant number of examples in the book. (Statistical Methods in Medical Research, 9: 602-604, 2000)

Zur graphischen Präsentation von Regressionsdaten gibt es seit dem Vormarsch der Computertechnik vielfältige neue Möglichkeiten, die über die klassischen Ansätze hinausgehen. Der Autor betritt mit seinen Ideen häufig Neuland; er illustriert sie mit zahlreichen Beispielen, Diagrammen und Abbildungen (die entsprechenden 3D- und Farbversionen sind über Internet abrufbar). (11/98)

Introduction to 2D Scatterplots.

Constructing 3D Scatterplots.

Interpreting 3D Scatterplots.

Binary Response Variables.

Dimension-Reduction Subspaces.

Graphical Regression.

Getting Numerical Help.

Graphical Regression Studies.

Inverse Regression Graphics.

Sliced Inverse Regression.

Principles Hessian Directions.

Studying Predictor Effects.

Predictor Transformations.

Graphics for Model Assessment.

Bibliography.

Indexes.

Subject Areas: Mathematics [PB]