This page includes Step-by-Step instructions to use MS Excel to calculate the standardized regression equation for the Temperature/Mowing Time/Water example.  


Example: Assume that during a three-hour period spent outside, a person recorded the outside temperature, the time spent mowing the grass, and their water consumption.  

Use Excel to find the standardized regression equation for the amount of water consumed based on the temperature and the time spent mowing.  You will still have to input some of the formulas to standardize the coefficients when using Excel.

Water Consumption (ounces) Temperature (F) Time mowing the grass (hours)
16 75 1.85
20 83 1.25
25 85 1.5
27 85 1.75
32 92 1.15
48 97 1.75
48 99 1.6

Preliminaries: Entering the data. 


Procedure for Finding the Standardized Regression Equation

  1. Type mean in A9 and standard deviation in A10 then calculate the mean and standard deviation for each column. (If you need help with this, refer to the mean and standard deviation tutorial.)

  2. Type in 'New Water' in cell E1 then hit Enter.

  3. In the formula toolbar, click the = sign and type in: (1/SQRT(6))*((B2-B$9)/B$10). Click OK.

  4. Type in 'New Temp' in cell F1 and 'New Mowing' in cell G1.

  5. Your table values should be the same as the ones below.

    Water

    Temperature

    Mowing

    New Water

    New Temp

    New Mowing

    16

    75

    1.85

    -0.47536

    -0.62692

    0.46017899

    20

    83

    1.25

    -0.34738

    -0.24112

    -0.460179

    25

    85

    1.5

    -0.1874

    -0.14467

    -0.0766965

    27

    85

    1.75

    -0.12341

    -0.14467

    0.306786

    32

    92

    1.15

    0.036566

    0.192897

    -0.613572

    48

    97

    1.75

    0.548489

    0.434019

    0.306786

    48

    99

    1.6

    0.548489

    0.530467

    0.0766965

    mean

    30.85714

    88

    1.55

    standard deviation

    12.75968

    8.465616733

    0.266145

  6. From the main menu select Tools>Data Analysis

*Don't forget to review the terms from the standardized multiple regression tutorial!*

Learn the Procedure for finding the Standardized Multiple Regression Equation

Regression Tutorial Menu  Dictionary

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