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Computes profile extrema functions for arbitrary functions. If the function is expensive-to-evaluate it computes profile extrema by emulating the function with a Gaussian process (using package 'DiceKriging'). In this case uncertainty quantification on the profile extrema can also be computed. The different plotting functions for profile extrema give the user a tool to better locate excursion sets.
Version: | 0.2.1 |
Depends: | R (≥ 2.10), DiceKriging, KrigInv, pGPx |
Imports: | microbenchmark, quantreg, lhs, splines, methods, RColorBrewer, utils, MASS, rcdd |
Published: | 2020-03-21 |
DOI: | 10.32614/CRAN.package.profExtrema |
Author: | Dario Azzimonti [aut, cre, cph] |
Maintainer: | Dario Azzimonti <dario.azzimonti at gmail.com> |
License: | GPL-3 |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | profExtrema results |
Reference manual: | profExtrema.pdf |
Package source: | profExtrema_0.2.1.tar.gz |
Windows binaries: | r-devel: profExtrema_0.2.1.zip, r-release: profExtrema_0.2.1.zip, r-oldrel: profExtrema_0.2.1.zip |
macOS binaries: | r-release (arm64): profExtrema_0.2.1.tgz, r-oldrel (arm64): profExtrema_0.2.1.tgz, r-release (x86_64): profExtrema_0.2.1.tgz, r-oldrel (x86_64): profExtrema_0.2.1.tgz |
Old sources: | profExtrema archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.