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MAVE (version 1.3.10)

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) .

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Version

Install

install.packages('MAVE')

Monthly Downloads

163

Version

1.3.10

License

GPL (>= 2)

Maintainer

Hang Weiqiang

Last Published

October 18th, 2019

Functions in MAVE (1.3.10)

predict.mave

Make predictions based on the dimension reduction space
kc_house_data

House price in King County, USA
mave

Dimension reduction
plot.mave

Plot of mave or mave.dim object
Concrete

Concrete Compressive Strength Data Set
coef.mave

Directions of CS or CMS of given dimension
mave.data

The reduced data matrix
mave.dim

Select best direction using cross-validation
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