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:: 2252. Submitted: 2016-12-13. Published: 2018-09-03. |
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Paper: |
Calculating Probabilistic Excursion Sets and Related Quantities Using excursions
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DOI: |
10.18637/jss.v086.i05
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![]() 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. |