Learn R Programming

curveDepth (version 0.1.0.9)

Tukey Curve Depth and Distance in the Space of Curves

Description

Data recorded as paths or trajectories may be suitably described by curves, which are independent of their parametrization. For the space of such curves, the package provides functionalities for reading curves, sampling points on curves, calculating distance between curves and for computing Tukey curve depth of a curve w.r.t. to a bundle of curves. For details see Lafaye De Micheaux, Mozharovskyi, and Vimond (2019) .

Copy Link

Version

Install

install.packages('curveDepth')

Monthly Downloads

217

Version

0.1.0.9

License

GPL (>= 2)

Maintainer

Pavlo Mozharovskyi

Last Published

February 19th, 2019

Functions in curveDepth (0.1.0.9)

voxelize

Voxelization of functions
dist.curves.asymm

Distance for curves
mnistShort017

A short version of the MNIST data set
sample.curves

Sample points on curves
depth.curve.Tukey

Calculate Tukey curve depth using given points
dist.images

Distance for images
images2curves

Convert images to curves
depthc.Tukey

Calculate Tukey curve depth for curves
dist.curves

Distance for curves