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Applied regression including computing and graphic
R.Dennis Cook, Stanford Weisberg
- Published
- New York : John Wiley, 1999
- Pagination
- 593 s.
Language English Country United States
Knihovny.cz ISBN
0-471-31711-X
- Conspectus
- Lékařské vědy. Lékařství
- NML Fields
- lékařská informatika
A step-by-step guide to computing and graphics in regression analysisIn 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/mathem aticsAccessible, self-contained, and fully referenced, Applied Regression Including Computing and Graphics assumes only a first course in basic statistical methods and provides a bona fide user manual for the Arc software. It is an invaluable resource for anyone interested in learning how to analyze regression problems with confidence and depth.
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