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SAS System for RegressionLearn to perform a wide variety of regression analyses using SAS software with this exampledriven revised favorite from SAS Publishing. With this Third Edition you will learn the basics of performing regression analyses using a wide variety of models including nonlinear models. Other topics covered include performing linear regression analyses using PROC REG diagnosing and providing remedies for data problems, including outliers and multicollinearity.Examples feature numerous SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, PRINCOMP, and others. A helpful discussion of theory is supplied where necessary. Some knowledge of both regression and the SAS System are assumed.New for this editionThe Third Edition includes revisions, updated material, and new material. Youll find new information on using SAS/INSIGHT software regression with a binary response with emphasis on PROC LOGISTIC nonparametric regression (smoothing) using moving averages and PROC LOESS.Additionally, updated material throughout the book includes highresolution PROC REG graphics output, using the OUTEST option to produce a data set, and using PROC SCORE to predict another data set.
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