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profExtrema
View on CRAN: Click
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Download and install profExtrema package within the R console
Install from CRAN:
install.packages("profExtrema")
Install from Github:
library("remotes")
install_github("cran/profExtrema") Install by package version:
library("remotes")
install_version("profExtrema", "0.2.1") Attach the package and use:
library("profExtrema")
Maintained by
Dario Azzimonti
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-30
Latest Update: 2020-03-21
Description:
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.
How to cite:
Dario Azzimonti (2018). profExtrema: Compute and Visualize Profile Extrema Functions. R package version 0.2.1, https://cran.r-project.org/web/packages/profExtrema. Accessed 05 Aug. 2026.
Previous versions and publish date:
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Complete documentation for profExtrema
Functions, R codes and Examples using
the profExtrema R package
Some associated functions: approxMaxMin . approxProfileExtrema . bound_profiles . cleanProfileResults . coastal_flooding . coordProf_UQ . coordinateProfiles . getAllMaxMin . getChangePoints . getClosePoints . getMax . getMaxMinMC . getMin . getPointProportion . getProfileExtrema . getProfileInf_optim . getProfileSup_optim . getSegments . gradKm_dnewdata . grad_mean_Delta_T . grad_var_Delta_T . kGradSmooth . mean_Delta_T . obliqueProf_UQ . obliqueProfiles . plotBivariateProfiles . plotMaxMin . plotOblique . plotOneBivProfile . plot_univariate_profiles_UQ . profExtrema . prof_mean_var_Delta . setPlotOptions . var_Delta_T .
Some associated R codes: bound_functions.R . cleanProfiles.R . coordProf_UQ.R . coordinateProfiles.R . data.R . getMaxNumOpt.R . getPointProportion.R . getProfiles_optim.R . gradKm.R . graphicsFuns.R . help.R . obliqueProf_UQ.R . obliqueProfiles.R . plotBivariateProfiles.R . plot_univariate_profiles_UQ.R . profExtremaNumOpt.R . Full profExtrema package functions and examples
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