Calculating Probabilistic Excursion Sets and Related Quantities Using excursions

Autor: David Bolin, Finn Lindgren
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: Journal of Statistical Software, Vol 86, Iss 1, Pp 1-20 (2018)
Druh dokumentu: article
ISSN: 1548-7660
DOI: 10.18637/jss.v086.i05
Popis: 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.
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