Multivariate adaptive regression spline: Difference between revisions

Revision as of 22:56, 2 August 2021

Revision as of 23:11, 2 August 2021

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** <code>mars</code> function in the <code>[https://cran.r-project.org/web/packages/mda/index.html mda]</code> package

** <code>polymars</code> function in the <code>[https://cran.r-project.org/web/packages/polspline/index.html polspline]</code> package. Not Friedman's MARS.

** <code>bass</code> function in the <code>[https://cran.r-project.org/web/packages/BASS/index.html BASS]</code> package for Bayesian MARS.

* Matlab code:

** [http://www.cs.rtu.lv/jekabsons/regression.html ARESLab: Adaptive Regression Splines toolbox for Matlab]

** [https://web.stat.tamu.edu/~bmallick/wileybook/book_code.html Code] from the book ''Bayesian Methods for Nonlinear Classification and Regression''<ref>{{cite book |last1=Denison |first1=D. G. T. |last2=Holmes |first2=C. C. |last3=Mallick |first3=B. K. |last4=Smith |first4=A. F. M. |title=Bayesian methods for nonlinear classification and regression |date=2002 |publisher=Wiley |___location=Chichester, England |isbn=978-0-471-49036-4}}</ref> for Bayesian MARS.

* Python

** [http://orange.biolab.si/blog/2011/12/20/earth-multivariate-adaptive-regression-splines/ Earth – Multivariate adaptive regression splines]

** [https://github.com/jcrudy/py-earth/ py-earth]

** [https://github.com/lanl/pyBASS pyBASS] for Bayesian MARS.

; Commercial software: