The Linear Regression analysis fits a linear regression model by using ordinary least squares.
You can write the multiple linear regression equation for a model with
explanatory variables as
where
is the response variable,
the
’s are explanatory variables, and the
’s are regression coefficients.
You can run a Linear Regression analysis by selecting → → from the main menu. The computation of the regression function, confidence limits, and related statistics is implemented by calling the REG procedure in SAS/STAT software. See the documentation for the REG procedure in the SAS/STAT User's Guide for additional details.