Methods for Dimension Reduction

Functions for dimension reduction, using MAVE (Minimum Average Variance Estimation), OPG (Outer Product of Gradient) and KSIR (sliced inverse regression of kernel version). Methods for selecting the best dimension are also included. Xia (2002) ; Xia (2007) ; Wang (2008) .


Reference manual

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1.3.11 by Hang Weiqiang, a year ago

Browse source code at

Authors: Hang Weiqiang<[email protected]> , Xia Yingcun<[email protected]>

Documentation:   PDF Manual  

GPL (>= 2) license

Imports Rcpp, stats, graphics, mda

Suggests knitr

Linking to Rcpp, RcppArmadillo

See at CRAN