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Regression in SAS Caitlin Phelps
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Importing Data Proc Import: Read in variables in data set May need some options incase SAS doesn’t guess the format proc import datafile = Name of File ; out = what you want to name it in SAS ; dbms = type of data ; run ;
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Example: proc import datafile ='C:\Users\Owner\Desktop\Sports Stats\QBdata.csv' out=QBdata dbms=csv ; run;
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Simple Regression Procedure: Reg Use model and/or var statement Useful for simple linear regression and when you manipulate a regressor (ie. Squared, etc.) proc reg datafile = ‘name of file’ model dependent = independent ; run;
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Example proc reg datafile = 'C:\Users\Owner\Desktop\Sports Stats\QBdata.csv' model avgrush = Dash10 Vertical ; run;
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Example Output Determine Significance in model
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Other Regression Procedures Logistic Stepwise Add or remove variables systematically if they are significant or not SYSLIN Two stage least squares: error term is correlated with independent variables
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Remember You can find anything about SAS and its procedures online! Don’t worry if you don’t know all this yet, that’s why we’re in teams!
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