SAS System for Regression / Edition 3

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Overview

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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Editorial Reviews

Booknews
This example-driven volume offers instruction on a wide variety of regression analyses using SAS software. It covers the basics of performing regression analyses with different models, including nonlinear models. It also discusses linear regression analyses using PROC REG, and remedies for data problems. Examples feature numerous SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, and PRINCOMP. Theoretical discussion is supplied when necessary. Freund used to teach statistics at Texas A&M University. Littell teaches at the University of Florida. Annotation c. Book News, Inc., Portland, OR (booknews.com)
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Product Details

  • ISBN-13: 9780471416647
  • Publisher: Wiley, John & Sons, Incorporated
  • Publication date: 12/29/2000
  • Series: Probability and Statistics Series
  • Edition description: REV
  • Edition number: 3
  • Pages: 256
  • Product dimensions: 11.00 (w) x 8.25 (h) x 0.54 (d)

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.

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