Tukey Curve Depth and Distance in the Space of Curves
Distance for curves
Distance for curves
Distance for images
Convert images to curves
Sample points on curves
Calculate Tukey curve depth using given points
Calculate Tukey curve depth for curves
Voxelization of functions
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) <arXiv:1901.00180>.