Highlights from
Multivariable Polynomial Regression

  • MultiPolyRegressV3(Data,R...
    Multi-variable polynomial regression analysis. A by-product of ongoing computational
  • Example.m
    Example For MultiPolyRegressV3
  • ExampleNoSymb.m
    Example For MultiPolyRegressV3
  • View all files
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Multivariable Polynomial Regression

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04 Feb 2012 (Updated )

Performs polynomial regression on multidimensional data.

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Description

UPDATED: Performs Multivariate Polynomial Regression on multidimensional data. May not be able to handle ill-conditioned data, so make sure your columns are independent. 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

Required Products MATLAB
MATLAB release MATLAB 8.2 (R2013b)
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Comments and Ratings (1)
25 Jul 2014 Ahmet Cecen

Added examples upon request.

Updates
06 Aug 2014

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

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