Package: profExtrema 0.2.1

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.

Authors:Dario Azzimonti [aut, cre, cph]

profExtrema_0.2.1.tar.gz
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profExtrema.pdf |profExtrema.html✨
profExtrema/json (API)
NEWS

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On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

23 exports 0.00 score 23 dependencies 10 scripts 165 downloads

Last updated 4 years agofrom:5af8f93723. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:approxMaxMinapproxProfileExtremabound_profilescleanProfileResultscoordinateProfilescoordProf_UQgetAllMaxMingetChangePointsgetPointProportiongetProfileExtremagetProfileInf_optimgetProfileSup_optimgetSegmentsgradKm_dnewdataobliqueProf_UQobliqueProfilesplot_univariate_profiles_UQplotBivariateProfilesplotMaxMinplotObliqueplotOneBivProfileprof_mean_var_DeltasetPlotOptions

Dependencies:anMCDiceKrigingKrigInvlatticelhsMASSMatrixMatrixModelsmicrobenchmarkmvtnormpbivnormpGPxpracmaquantregrandtoolboxrcddRColorBrewerRcppRcppArmadillorgenoudrngWELLSparseMsurvival