Recursive Partitioning Based Multivariate Adaptive Regression Models, Classification Trees, Survival Trees

Implements recursive partitioning based, nonparametric methods for high dimensional regression and classification. Depending on the aims of data analysis as well as the structures of the data, macs provides three major functions: multivariate adaptive regression models, classification trees and survival trees. A list of references for this package is, Zhang, H. (1997) , Zhang, H. et al. (1999) , Zhang, H. et al. (2014) .


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install.packages("macs")

1.0 by Qi Yu, 11 days ago


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


Authors: Heping Zhang , Yihao Lu , Haixu Ma , Mingliang Ma , Yidong Zhou , Qi Yu


Documentation:   PDF Manual  


GPL-2 license


Imports Rcpp

Linking to Rcpp


See at CRAN