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LDRTools (version 0.2-1)

Tools for Linear Dimension Reduction

Description

Linear dimension reduction subspaces can be uniquely defined using orthogonal projection matrices. This package provides tools to compute distances between such subspaces and to compute the average subspace. For details see Liski, E.Nordhausen K., Oja H., Ruiz-Gazen A. (2016) Combining Linear Dimension Reduction Subspaces .

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Version

Install

install.packages('LDRTools')

Monthly Downloads

792

Version

0.2-1

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

March 2nd, 2018

Functions in LDRTools (0.2-1)

O2P

Function to Compute an Orthogonal Projection Matrix Based on a Matrix with Orthonormal Columns
Pdist

Function to Compute the Distances Between Orthogonal Projection Matrices
AOP

Function to Average Orthogonal Projection Matrices
B2P

Function to Compute an Orthogonal Projection Matrix Based on an Arbitrary Matrix
LDRTools-package

Tools for Linear Dimension Reduction