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Full 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.
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.