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cope (version 0.2.3)

Coverage Probability Excursion (CoPE) Sets

Description

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. Support by NIH grant R01 CA157528 is gratefully acknowledged.

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Version

Install

install.packages('cope')

Monthly Downloads

155

Version

0.2.3

License

GPL-2

Maintainer

Max Sommerfeld

Last Published

February 13th, 2017

Functions in cope (0.2.3)

PlotCope

Plots CoPE sets.
ARCoeffMap

Generate the AR coefficient map.
plot.cope

Plots CoPE sets.
cope

Coverage Probability Excursion (CoPE) Sets
TaylorContour

Computes tail probabilities of a Gaussian field on a contour with Taylor's
ToyNoise1

Generate a realization of the Toy Noise 1.
ImageMap

Plots an image on a map of the world.
MBContour

Computes Multiplier Bootstrap realizations of the supremum of a Gaussian
DrawContour

Draws the contour
ComputeCope

Compute CoPE sets.
ToySignal

Return the Toy Signal.
ToySlope

The toy slope.
ToyNoise1Presmooth

Generate a realization of the Toy Noise 1 before smoothing.
ToyNoiseMap

Generate an AR sequence with the ToyFUN as base noise and the AR coefficients
ToyNoise2

Generate a realization of the Toy Noise 2.
ToyNoise3

Generate a realization of the Toy Noise 3.
ToySignalDC

Return the Toy Signal with discontinuities.