cope: Coverage Probability Excursion (CoPE) Sets

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Provides functions to compute and plot Coverage Probability Excursion (CoPE) sets for real valued functions on a 2-dimensional domain. CoPE sets are obtained from repeated noisy observations of the function on the entire domain. They are designed to bound the excursion set of the target function at a given level from above and below with a predefined probability. The target function can be a parameter in spatially-indexed linear regression.

Author
Max Sommerfeld [aut, cre]
Date of publication
2015-01-27 08:09:32
Maintainer
Max Sommerfeld <max.sommerfeld@mathematik.uni-goettingen.de>
License
GPL-2
Version
0.1

View on CRAN

Man pages

ComputeCope
Compute CoPE sets.
cope
Coverage Probability Excursion (CoPE) Sets
DrawContour
Draws the contour f=c.
ImageMap
Plots an image on a map of the world.
MBContour
Computes Multiplier Bootstrap realizations of the supremum of...
PlotCope
Plots CoPE sets.
SubsetContour
Determine whether f1>=c1 a subset of f2>=c2.
TaylorContour
Computes tail probabilities of a Gaussian field on a contour...
ToyNoise1
Generate a realization of the Toy Noise 1.
ToyNoise1Presmooth
Generate a realization of the Toy Noise 1 before smoothing.
ToyNoise2
Generate a realization of the Toy Noise 2.
ToyNoise3
Generate a realization of the Toy Noise 3.
ToySignal
Return the Toy Signal.

Files in this package

cope
cope/NAMESPACE
cope/R
cope/R/TaylorContour.R
cope/R/cope.R
cope/R/DrawContour.R
cope/R/ToyExamples.R
cope/R/SubsetContour.R
cope/R/ComputeCope.R
cope/R/MBContour.R
cope/R/ImageMap.R
cope/MD5
cope/DESCRIPTION
cope/man
cope/man/ToyNoise3.Rd
cope/man/ImageMap.Rd
cope/man/MBContour.Rd
cope/man/ToyNoise2.Rd
cope/man/TaylorContour.Rd
cope/man/SubsetContour.Rd
cope/man/PlotCope.Rd
cope/man/ToyNoise1Presmooth.Rd
cope/man/ToyNoise1.Rd
cope/man/DrawContour.Rd
cope/man/cope.Rd
cope/man/ComputeCope.Rd
cope/man/ToySignal.Rd