Applied Regression Including Computing and Graphics

ISBN: 978-0-471-31711-1

Hardcover

632 pages

August 1999

List Price:	US $206.00
Government Price:	US $142.04
Enter Quantity: Buy

Applied Regression Including Computing and Graphics (047131711X) cover image

This is a Print-on-Demand title. It will be printed specifically to fill your order. Please allow an additional 10-15 days delivery time. The book is not returnable.

< >

Looking Forward and Back.

Introduction to Regression.

Introduction to Smoothing.

Bivariate Distributions.

Two-Dimensional Plots.

TOOLS.

Simple Linear Regression.

Introduction to Multiple Linear Regression.

Three-Dimensional Plots.

Weights and Lack-of-Fit.

Understanding Coefficients.

Relating Mean Functions.

Factors and Interactions.

Response Transformations.

Diagnostics I: Curvature and Nonconstant Variance.

Diagnostics II: Influence and Outliers.

Predictor Transformations.

Model Assessment.

REGRESSION GRAPHICS.

Visualizing Regression.

Visualizing Regression with Many Predictors.

Graphical Regression.

LOGISTIC REGRESSION AND GENERALIZED LINEAR MODELS.

Binomial Regression.

Graphical and Diagnostic Methods for Logistic Regression.

Generalized Linear Models.

Appendix.

References.

Indexes.