Transcription of Introduction to Building a Linear Regression Model
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Introduction to Building a Linear Regression Model
Introduction to Building a Linear Regression ModelLeslie A. ChristensenThe Goodyear Tire & Rubber Company, Akron OhioAbstractThis paper will explain the steps necessary to builda Linear Regression Model using the SAS System . The process will start with testing the assumptionsrequired for Linear modeling and end with testing thefit of a Linear Model . This paper is intended foranalysts who have limited exposure to buildinglinear models. This paper uses the REG, GLM,CORR, UNIVARIATE, and PLOT following topics will be covered in this paper:1. assumptions regarding Linear regression2. examing data prior to modeling3. creating the model4. testing for assumption validation5. writing the equation6. testing for multicollinearity7.
Introduction to Building a Linear Regression Model Leslie A. Christensen The Goodyear Tire & Rubber Company, Akron Ohio Abstract This paper will explain the steps necessary to build
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