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Multivariate Polynomial Regression

  • MultiPolyRegress(Data,R,P...
    Multi-variable polynomial regression analysis. A by-product of ongoing computational
  • ExampleNoSymb.m
    Example For MultiPolyRegress
  • Example.m
    Example For MultiPolyRegress
  • View all files


5.0 | 2 ratings Rate this file 77 Downloads (last 30 days) File Size: 43.5 KB File ID: #34918
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Multivariate Polynomial Regression



04 Feb 2012 (Updated )

Performs polynomial regression on multidimensional data.

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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 the statistical toolbox. Optional Functionality requires Symbolic Toolbox.
Author: Ahmet Cecen, MINED @ Gatech

Required Products MATLAB
MATLAB release MATLAB 8.4 (R2014b)
MATLAB Search Path
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Comments and Ratings (3)
04 Dec 2014 Yuksel Yabansu  
03 Dec 2014 Mahdi Roozbahani  
25 Jul 2014 Ahmet Cecen

Added examples upon request.

06 Aug 2014

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

27 Oct 2014

Can now handle rank deficient data matrices.

27 Oct 2014

Repository renamed.

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