Mixture and Flexible Discriminant Analysis

Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO, and vector-response smoothing splines. Hastie, Tibshirani and Friedman (2009) "Elements of Statistical Learning (second edition, chap 12)" Springer, New York.


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Reference manual

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install.packages("mda")

0.5-2 by Trevor Hastie, 6 days ago


Browse source code at https://github.com/cran/mda


Authors: S original by Trevor Hastie & Robert Tibshirani. Original R port by Friedrich Leisch , Kurt Hornik and Brian D. Ripley. Balasubramanian Narasimhan has contributed to the upgrading of the code.


Documentation:   PDF Manual  


Task views: Analysis of Ecological and Environmental Data, Multivariate Statistics


GPL-2 license


Depends on stats, class

Suggests earth, testthat


Imported by Compositional, MAVE, RclusTool, biomod2, bujar, fdm2id, rminer, sparseLDA, zooimage.

Depended on by gamsel, obliqueRF.

Suggested by BiodiversityR, DiceEval, GSIF, HandTill2001, MachineShop, butcher, caret, discrim, earth, flacco, fscaret, live, mlr, pdp.

Enhanced by prediction.


See at CRAN