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SAS System for Regression, 3rd Edition

Rudolf Freund, Ramon Littell

ISBN: 978-0-471-41664-7 December 2000 256 Pages

Description

This book describes how to use the SAS System to perform a wide variety of different regression analyses, such as using various models as well as diagnosing data problems. Topics include performing linear regression analyses using PROC REG; diagnosing and providing remedies for data problems including outliers and multicollinearity; using regression to fit a variety of different models, including nonlinear models; using SAS/INSIGHT software for performing regression analysis. Examples feature many SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, PRINCOMP, and others.

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Acknowledgments.

Regression Concepts.

Using the REG Procedure.

Observations.

Multicollinearity: Detection and Remedial Measures.

Curve Fitting.

Special Applications of Linear Models.

Nonlinear Models.

Using SAS/INSIGHT Software for Regression.

References.

Index.
“…a user-friendly text…easy-to-use…” (Statistical Methods in Medical Research, No.13, 2004)

"This example-driven volume offers instruction on a wide variety of regression analyses using SAS software." (SciTech Book News, Vol. 25, No. 3, September 2001)

"Any statistician or SAS user who does regression analysis must own this book." (Technometrics, Vol. 43, No. 4, November 2001)

"...an excellent introduction to regression and its implementation in SAS." (Journal of the American Statistical Association, December 2001)