Learn R Programming

MAVE (version 1.3.12)

Methods for Dimension Reduction

Description

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) .

Copy Link

Version

Install

install.packages('MAVE')

Monthly Downloads

163

Version

1.3.12

License

GPL (>= 2)

Maintainer

Weiqiang Hang

Last Published

July 27th, 2025

Functions in MAVE (1.3.12)

mave.dim

Select best direction using cross-validation
plot.mave

Plot of mave or mave.dim object
predict.mave

Make predictions based on the dimension reduction space
spam

4601 email record
coef.mave

Directions of CS or CMS of given dimension
mave.data

The reduced data matrix
mave

Dimension reduction
Concrete

Concrete Compressive Strength Data Set
kc_house_data

House price in King County, USA