An Introduction to Regression Graphics - ISBN:0471008397

An Introduction to Regression Graphics

Date: 22 April 2011, 07:16

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This book is about using graphs to understand how a response variable depends on one or more predictors, bringing two new sets of ideas to this old problem. First, we now have the potential to learn much more from graphs because high-quality computers allow us to draw graphs easily, to interact with them, and to use motion to convey information. Second, foundational guidance for graphics is available from an emerging theory that tells us what to look for in graphs, and how to interpret what we see. Combining these two advances gives us a new field of regression graphics. We describe in this book how to discover the structure of most regression problems, and illustrate how to translate that structure into useful models when appropriate.

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