HDiR: Directional Highest Density Regions

We provide an R tool for computation and nonparametric plug-in estimation of Highest Density Regions (HDRs) and general level sets in the directional setting. Concretely, circular and spherical HDRs can be reconstructed from a data sample following Saavedra-Nieves and Crujeiras (2021) <doi:10.1007/s11634-021-00457-4>. This library also contains two real datasets in the circular and spherical settings. The first one concerns a problem from animal orientation studies and the second one is related to earthquakes occurrences.

Getting started

Package details

AuthorPaula Saavedra-Nieves [aut, cre], Rosa M Crujeiras [aut], Andrés Prieto [ctb], Felicita Scapini [dtc]
MaintainerPaula Saavedra-Nieves <paula.saavedra@usc.es>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the HDiR package in your browser

Any scripts or data that you put into this service are public.

HDiR documentation built on Aug. 6, 2022, 5:05 p.m.