Package: cope 0.2.3
Max Sommerfeld
cope: Coverage Probability Excursion (CoPE) Sets
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.
Authors:
cope_0.2.3.tar.gz
cope_0.2.3.tar.gz(r-4.5-noble)cope_0.2.3.tar.gz(r-4.4-noble)
cope_0.2.3.tgz(r-4.4-emscripten)cope_0.2.3.tgz(r-4.3-emscripten)
cope.pdf |cope.html✨
cope/json (API)
| # Install 'cope' in R: |
| install.packages('cope', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 years agofrom:c8fc206481. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 05 2024 |
| R-4.5-linux | NOTE | Dec 05 2024 |
Exports:ARCoeffMapComputeCopeDrawContourPlotCopeToyNoise1ToyNoise1PresmoothToyNoise2ToyNoise3ToyNoiseMapToySignalToySignalDCToySlope
Dependencies:abinddotCall64fieldslatticemapsMASSMatrixmvtnormnlmeRcppspamviridisLite
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate the AR coefficient map. | ARCoeffMap |
| Compute CoPE sets. | ComputeCope |
| Coverage Probability Excursion (CoPE) Sets | cope-package cope |
| Draws the contour f=c. | DrawContour |
| Plots an image on a map of the world. | ImageMap |
| Computes Multiplier Bootstrap realizations of the supremum of a Gaussian field on a contour. | MBContour |
| Plots CoPE sets. | plot.cope |
| Plots CoPE sets. | PlotCope |
| Computes tail probabilities of a Gaussian field on a contour with Taylor's method. | TaylorContour |
| Generate a realization of the Toy Noise 1. | ToyNoise1 |
| Generate a realization of the Toy Noise 1 before smoothing. | ToyNoise1Presmooth |
| Generate a realization of the Toy Noise 2. | ToyNoise2 |
| Generate a realization of the Toy Noise 3. | ToyNoise3 |
| Generate an AR sequence with the ToyFUN as base noise and the AR coefficients given by the ARCoeffMap. | ToyNoiseMap |
| Return the Toy Signal. | ToySignal |
| Return the Toy Signal with discontinuities. | ToySignalDC |
| The toy slope. | ToySlope |