Science/Engineering Applied Regression Including Computing and Graphics (Wiley Series in Probability and Statistics) (047131711X)

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Applied Regression Including Computing and Graphics (Wiley Series in Probability and Statistics)

A step-by-step guide to computing and graphics in regression analysis

In this unique book, leading statisticians Dennis Cook and Sanford Weisberg expertly blend regression fundamentals and cutting-edge graphical techniques. They combine and up- date most of the material from their widely used earlier work, An Introduction to Regression Graphics, and Weisberg's Applied Linear Regression; incorporate the latest in statistical graphics, computing, and regression models; and wind up with a modern, fully integrated approach to one of the most important tools of data analysis.

In 23 concise, easy-to-digest chapters, the authors present:? A wealth of simple 2D and 3D graphical techniques, helping visualize results through graphs

* An improved version of the user-friendly Arc software, which lets readers promptly implement new ideas

* Complete coverage of regression models, including logistic regression and generalized linear models

* More than 300 figures, easily reproducible on the computer

* Numerous examples and problems based on real data

* A companion Web site featuring free software and advice, available at www.wiley.com/mathematics

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