profExtrema: Compute and Visualize Profile Extrema Functions

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: 0.2.0
Depends: R (≥ 2.10), DiceKriging, KrigInv, pGPx
Imports: microbenchmark, quantreg, lhs, splines, methods, RColorBrewer, utils, MASS, rcdd
Published: 2018-08-30
Author: Dario Azzimonti ORCID iD [aut, cre, cph]
Maintainer: Dario Azzimonti <dario.azzimonti at gmail.com>
License: GPL-3
NeedsCompilation: no
Materials: README NEWS
CRAN checks: profExtrema results

Downloads:

Reference manual: profExtrema.pdf
Package source: profExtrema_0.2.0.tar.gz
Windows binaries: r-devel: profExtrema_0.2.0.zip, r-devel-gcc8: profExtrema_0.2.0.zip, r-release: profExtrema_0.2.0.zip, r-oldrel: profExtrema_0.2.0.zip
OS X binaries: r-release: profExtrema_0.2.0.tgz, r-oldrel: profExtrema_0.2.0.tgz

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