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RiemBase (version 0.1.0)

Functions and C++ Header Files for Computation on Manifolds

Description

We provide a number of algorithms to estimate fundamental statistics including Frchet mean and geometric median for manifold-valued data. Also, C++ header files are contained that implement elementary operations on manifolds such as Sphere, Grassmann, and others. See Bhattacharya and Bhattacharya (2012) if you are interested in statistics on manifolds, and Absil et al (2007) on computational aspects of optimization on matrix manifolds.

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Version

Install

install.packages('RiemBase')

Monthly Downloads

270

Version

0.1.0

License

GPL (>= 3)

Maintainer

Kisung You

Last Published

November 4th, 2018

Functions in RiemBase (0.1.0)

mean

Fr<U+00E9>chet Mean of Manifold-valued Data
RiemBase-package

Functions and C++ Header Files for Computation on Manifolds
pdist2

Pairwise Geodesic Distances Between Two Sets of Data
rmean

Robust Fr<U+00E9>chet Mean of Manifold-valued Data
riemfactory

Prepare a S3 Class Object 'riemdata'
pdist

Pairwise Geodesic Distances of a Data Set
median

Geometric Median of Manifold-valued Data