Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: David Bolin, Finn Lindgren
Title: Calculating Probabilistic Excursion Sets and Related Quantities Using excursions
Abstract: The R software package excursions contains methods for calculating probabilistic excursion sets, contour credible regions, and simultaneous confidence bands for latent Gaussian stochastic processes and fields. It also contains methods for uncertainty quantification of contour maps and computation of Gaussian integrals. This article describes the theoretical and computational methods used in the package. The main functions of the package are introduced and two examples illustrate how the package can be used.

Page views:: 1297. Submitted: 2016-12-13. Published: 2018-09-03.
Paper: Calculating Probabilistic Excursion Sets and Related Quantities Using excursions     Download PDF (Downloads: 361)
Supplements:
excursions_2.4.4.tar.gz: R source package Download (Downloads: 26; 142KB)
v86i05.R: R replication code Download (Downloads: 29; 6KB)
DOI: 10.18637/jss.v086.i05

by
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.