Multivariate Polynomial Regression
Performs polynomial regression on multidimensional data.
https://github.com/ahmetcecen/MultiPolyRegress-MatlabCentral
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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 (2026). Multivariate Polynomial Regression (https://github.com/ahmetcecen/MultiPolyRegress-MatlabCentral), GitHub. Retrieved .
General Information
- Version 1.4.0.0 (39.7 KB)
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View License on GitHub
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
Versions that use the GitHub default branch cannot be downloaded
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.4.0.0 | Removed toolbox dependencies completely. |
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| 1.3.0.0 | Repository renamed. |
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| 1.2.0.0 | Can now handle rank deficient data matrices. |
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| 1.1.0.0 | Substantially more detailed explanations. Almost completely revamped output. Stronger goodness of fit measures. |
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| 1.0.0.0 |
