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Multiple linear regression
Calculates the parameters in a multiple linear regression.
2024.Jul.03 12:28:58
X, y Experimental data: in each row, x and y
(see below, "data entry")
First line is the header (or blank).

("American" or "European" mode.) •
Selected var. Selected variable against which to plot y. •
Show values ? Shows the values of the graph coordinates.

Calculates the parameters in a multiple linear regression problem. (The procedure is applicable to functions of the independent variables, provided that the model remains linear.)

For powers of x (instead of x1, x2, etc.), supply the powers as new variables (x1x, x2x², etc.).

The base data are from Walpole et al. [2012, p 449], whence b = (39.1574, 1.0161, -1.8616, -0.3433).   (Example data US, Euro)

Data entry for the values of X and y can be in "American" or "European" style: values (blank or tab separator) or 'csv' or copy-paste, e.g., such as from (Am/Eu) Excel. Same example in Amer. csv, Euro. spaces, etc..

References: Plate: RegrMultiLin

• Weisstein, Eric, "Least Squares Fitting." From MathWorld—A Wolfram Web Resource.

• Walpole, Ronald E., Raymond H., Myers, Sharon L. Myers, Keying Ye, 2012, "Probability & statistics for engineers & scientists", 9.th ed., Pretice-Hall (Pearson). Boston, MA (USA). ISBN 0-321-62911-6. Example 12.4.

• 1730-03-31: Bézout, Étienne (*1783-09-27).

 
 
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Created: 2012-09-27 — Last modified: 2018-11-13