excursions: Excursion Sets and Contour Credibility Regions for Random Fields

Functions that compute probabilistic excursion sets, contour credibility regions, contour avoiding regions, and simultaneous confidence bands for latent Gaussian random processes and fields. The package also contains functions that calculate these quantities for models estimated with the INLA package. The main references for excursions are Bolin and Lindgren (2015) <doi:10.1111/rssb.12055>, Bolin and Lindgren (2017) <doi:10.1080/10618600.2016.1228537>, and Bolin and Lindgren (2018) <doi:10.18637/jss.v086.i05>. These can be generated by the citation function in R.

Package details

AuthorDavid Bolin [cre, aut] (<https://orcid.org/0000-0003-2361-5465>), Finn Lindgren [aut] (<https://orcid.org/0000-0002-5833-2011>), Suen Man Ho [ctb]
MaintainerDavid Bolin <davidbolin@gmail.com>
LicenseGPL (>= 3)
Version2.5.7
URL https://github.com/davidbolin/excursions
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("excursions")

Try the excursions package in your browser

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

excursions documentation built on Oct. 23, 2023, 5:07 p.m.