Multivariate Polynomial Regression
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
引用
Ahmet Cecen (2025). Multivariate Polynomial Regression (https://github.com/ahmetcecen/MultiPolyRegress-MatlabCentral), GitHub. に取得済み.
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- AI and Statistics > Curve Fitting Toolbox > Linear and Nonlinear Regression >
- MATLAB > Mathematics > Elementary Math > Polynomials >
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バージョン | 公開済み | リリース ノート | |
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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 |