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. testing for auto correlation8. testing for effects of outliers9. testing the fit10 modeling without Linear Model has the form Y = b0 + b1X +.
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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