Learn R Programming

excursions (version 2.5.8)

Excursion Sets and Contour Credibility Regions for Random Fields

Description

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) , Bolin and Lindgren (2017) , and Bolin and Lindgren (2018) . These can be generated by the citation function in R.

Copy Link

Version

Install

install.packages('excursions')

Monthly Downloads

511

Version

2.5.8

License

GPL (>= 3)

Issues

Pull Requests

Stars

Forks

Maintainer

Last Published

November 30th, 2023

Functions in excursions (2.5.8)

local_exc_testthat

Unit test helpers
simconf

Simultaneous confidence regions for Gaussian models
submesh.grid

Extract a part of a grid
simconf.mc

Simultaneous confidence regions using Monte Carlo samples
simconf.inla

Simultaneous confidence regions for latent Gaussian models
submesh.mesh

Extract a part of a mesh
require.nowarnings

Warnings free loading of add-on packages
gaussint

Sequential estimation of Gaussian integrals
simconf.mixture

Simultaneous confidence regions for Gaussian mixture models
excursions.variances

Calculate variances from a sparse precision matrix
summary.excurobj

Summarise excurobj objects
tricontour

Calculate contour curves on a triangulation
contourmap.colors

Define a color map for displaying contour maps.
exc_safe_inla

Load INLA safely for examples and tests
excursions.mc

Excursion sets and contour credible regions using Monte Carlo samples
contourmap

Contour maps and contour map quality measures for latent Gaussian models
contourmap.inla

Contour maps and contour map quality measures for latent Gaussian models
excursions.inla

Excursion sets and contour credible regions for latent Gaussian models
contourmap.mc

Contour maps and contour map quality measures using Monte Carlo samples
excursions-package

Excursions: Excursion Sets and Contour Credibility Regions for Random Fields
continuous

Calculate continuous domain excursion and credible contour sets
excursions

Excursion Sets and Contour Credibility Regions for Random Fields