Synopses & Reviews
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.
Review
“…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)
Synopsis
Regressionsanalyse mit SAS: Die 3. Auflage des bew hrten Praxishandbuches beantwortet Ihnen alle wichtigen Fragen zur Software SAS/INSIGHT. Neu aufgenommen wurden Kapitel zur hochaufl senden Graphikausgabe mit PROC REG, zur Beschreibung und Illustration von Datens tzen mit der OUTEST-Option sowie Ausf hrungen zur Regression mit bin rer Antwort (PROC LOGISTIC) und zur parameterfreien Regression (PROC LOESS).
Description
Includes bibliographical references (p. [227]-228) and index.
Table of Contents
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.