Calculating Probabilistic Excursion Sets and Related Quantities Using excursions

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Authors David Bolin, Finn Lindgren
Journal/Conference Name Journal of Statistical Software
Paper Category
Paper Abstract © 2018, American Statistical Association. All rights reserved. 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.
Date of publication 2016
Code Programming Language R
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