Applied Regression Computing Graphics: 347 (Wiley Series in Probability and Statistics) - Hardcover

Cook; Weisberg

 
9780471317111: Applied Regression Computing Graphics: 347 (Wiley Series in Probability and Statistics)
Hardcover
ISBN 10: 047131711X ISBN 13: 9780471317111
Verlag: John Wiley & Sons, 1999

Inhaltsangabe

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/mathem atics

Accessible, 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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Über die Autorin bzw. den Autor

R. DENNIS COOK, PhD, is Professor of Statistics at the University of Minnesota.

SANFORD WEISBERG, PhD, is Professor of Statistics and Director of the Statistical Consulting Service at the University of Minnesota.

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Verlag
John Wiley & Sons
Erscheinungsdatum
1999
Sprache
Englisch
ISBN 10 
047131711X
ISBN 13 
9780471317111
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
632
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar