Multivariate Polynomial Regression

Version 1.4.0.0 (39.7 KB) by Ahmet Cecen
Performs polynomial regression on multidimensional data.
5.0
(31)
8.6K Downloads
Updated 3 Dec 2020
View License on GitHub

Performs Multivariate Polynomial Regression on multidimensional data. The fits are limited to standard polynomial bases with minor modification options. Feel free to implement a term reduction heuristic.
The functionality is explained in hopefully sufficient detail within the m.file. Feel free to post a comment or inquiry.
No longer requires ANY additional toolboxes!
Head over to http://ahmetcecen.github.io/MultiPolyRegress-MatlabCentral/ or the GitHub page on the right for a full illustrated tutorial. You can also publish Example.m for the same purpose.
Author: Ahmet Cecen, MINED @ Gatech

Cite As

Ahmet Cecen (2024). Multivariate Polynomial Regression (https://github.com/ahmetcecen/MultiPolyRegress-MatlabCentral), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2014b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.4.0.0

Removed toolbox dependencies completely.
1.3.0.0

Repository renamed.
1.2.0.0

Can now handle rank deficient data matrices.
1.1.0.0

Substantially more detailed explanations. Almost completely revamped output. Stronger goodness of fit measures.
1.0.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.