CRAN/E | MAVE

MAVE

Methods for Dimension Reduction

Installation

About

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) doi:10.1111/1467-9868.03411; Xia (2007) doi:10.1214/009053607000000352; Wang (2008) doi:10.1198/016214508000000418.

Key Metrics

Version 1.3.11
R ≥ 3.1.0
Published 2021-03-02 1160 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks MAVE results

Downloads

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Maintainer

Maintainer

Hang Weiqian

E0010758@u.nus.edu

Authors

Hang Weiqiang
Xia Yingcun

Material

Reference manual
Package source

Vignettes

Use Guide of Package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MAVE archive

Depends

R ≥ 3.1.0

Imports

Rcpp ≥ 0.11.0
stats
graphics
mda

Suggests

knitr

LinkingTo

Rcpp
RcppArmadillo