Using the Formula

The Standardized Multiple Regression equation is too complicated to do "by-hand," but we will look at the formulas that are used to calculate the model for the Temperature/ Mowing Time/Water example.


Formulas for the Correlation Transformation

These formulas help control the amount of error and express the coefficients in the same units.

where is the mean value,  and the standard deviation

where = sample mean for the kth independent variable, and the standard deviation

After finding the Y' and X' transformed variables, the standardized regression model is:


From this model, we can show that the standardized regression parameters are related to the original regression parameters by scaling factors.  The parameters are related as follows:

where (k=1,......,p-1) and p-1= number of predictor variables

and

**Since these calculations can be tedious, we will use these formulas and  MSExcel and Minitab to help calculate the standardized regression equation**

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