{
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  "Package": "profExtrema",
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  "Title": "Compute and Visualize Profile Extrema Functions",
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  "Authors@R": "person(\"Dario\",\"Azzimonti\",role=c(\"aut\",\"cre\",\"cph\"),email= \"dario.azzimonti@gmail.com\", comment = c(ORCID = \"0000-0001-5080-3061\"))",
  "Maintainer": "Dario Azzimonti <dario.azzimonti@gmail.com>",
  "Date": "2020-03-20",
  "Description": "Computes profile extrema functions for arbitrary\nfunctions. If the function is expensive-to-evaluate it computes\nprofile extrema by emulating the function with a Gaussian\nprocess (using package 'DiceKriging'). In this case uncertainty\nquantification on the profile extrema can also be computed. The\ndifferent plotting functions for profile extrema give the user\na tool to better locate excursion sets.",
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  "Date/Publication": "2024-11-07 07:50:37 UTC",
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      "date": "2018-08-30"
    },
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      "date": "2020-03-21"
    }
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    "approxProfileExtrema",
    "bound_profiles",
    "cleanProfileResults",
    "coordinateProfiles",
    "coordProf_UQ",
    "getAllMaxMin",
    "getChangePoints",
    "getPointProportion",
    "getProfileExtrema",
    "getProfileInf_optim",
    "getProfileSup_optim",
    "getSegments",
    "gradKm_dnewdata",
    "obliqueProf_UQ",
    "obliqueProfiles",
    "plot_univariate_profiles_UQ",
    "plotBivariateProfiles",
    "plotMaxMin",
    "plotOblique",
    "plotOneBivProfile",
    "prof_mean_var_Delta",
    "setPlotOptions"
  ],
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      "name": "coastal_flooding",
      "title": "Coastal flooding as function of offshore forcing conditions.",
      "object": "coastal_flooding",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Tide",
        "Surge",
        "phi",
        "t-",
        "t+",
        "Area"
      ],
      "rows": 200,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "approxMaxMin",
      "title": "Approximate coordinate profile functions",
      "topics": [
        "approxMaxMin"
      ]
    },
    {
      "page": "approxProfileExtrema",
      "title": "Approximate profile extrema functions",
      "topics": [
        "approxProfileExtrema"
      ]
    },
    {
      "page": "bound_profiles",
      "title": "Bound for profile extrema quantiles",
      "topics": [
        "bound_profiles"
      ]
    },
    {
      "page": "cleanProfileResults",
      "title": "Clean a profile extrema object",
      "topics": [
        "cleanProfileResults"
      ]
    },
    {
      "page": "coastal_flooding",
      "title": "Coastal flooding as function of offshore forcing conditions.",
      "topics": [
        "coastal_flooding"
      ]
    },
    {
      "page": "coordinateProfiles",
      "title": "Coordinate profiles starting from a kriging model",
      "topics": [
        "coordinateProfiles"
      ]
    },
    {
      "page": "coordProf_UQ",
      "title": "Coordinate profiles UQ from a kriging model",
      "topics": [
        "coordProf_UQ"
      ]
    },
    {
      "page": "getAllMaxMin",
      "title": "Coordinate profile extrema with BFGS optimization",
      "topics": [
        "getAllMaxMin"
      ]
    },
    {
      "page": "getChangePoints",
      "title": "Coordinate profiles crossing points",
      "topics": [
        "getChangePoints"
      ]
    },
    {
      "page": "getClosePoints",
      "title": "Find close points",
      "topics": [
        "getClosePoints"
      ]
    },
    {
      "page": "getMax",
      "title": "Coordinate profile sup function",
      "topics": [
        "getMax"
      ]
    },
    {
      "page": "getMaxMinMC",
      "title": "Coordinate profile extrema with MC",
      "topics": [
        "getMaxMinMC"
      ]
    },
    {
      "page": "getMin",
      "title": "Coordinate profile inf function",
      "topics": [
        "getMin"
      ]
    },
    {
      "page": "getPointProportion",
      "title": "Obtain proportion of true observations in excursion set",
      "topics": [
        "getPointProportion"
      ]
    },
    {
      "page": "getProfileExtrema",
      "title": "Profile extrema with BFGS optimization",
      "topics": [
        "getProfileExtrema"
      ]
    },
    {
      "page": "getProfileInf_optim",
      "title": "Generic profile inf function computation with optim",
      "topics": [
        "getProfileInf_optim"
      ]
    },
    {
      "page": "getProfileSup_optim",
      "title": "Generic profile sup function computation with optim",
      "topics": [
        "getProfileSup_optim"
      ]
    },
    {
      "page": "getSegments",
      "title": "getSegments",
      "topics": [
        "getSegments"
      ]
    },
    {
      "page": "grad_mean_Delta_T",
      "title": "Gradient of the mean function of difference process",
      "topics": [
        "grad_mean_Delta_T"
      ]
    },
    {
      "page": "grad_var_Delta_T",
      "title": "Gradient of the variance function of difference process",
      "topics": [
        "grad_var_Delta_T"
      ]
    },
    {
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      "title": "Gradient of posterior mean and variance",
      "topics": [
        "gradKm_dnewdata"
      ]
    },
    {
      "page": "kGradSmooth",
      "title": "First order approximation",
      "topics": [
        "kGradSmooth"
      ]
    },
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      "title": "mean function of difference process",
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      ]
    },
    {
      "page": "obliqueProf_UQ",
      "title": "Oblique profiles UQ from a kriging model",
      "topics": [
        "obliqueProf_UQ"
      ]
    },
    {
      "page": "obliqueProfiles",
      "title": "Oblique coordinate profiles starting from a kriging model",
      "topics": [
        "obliqueProfiles"
      ]
    },
    {
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      "title": "Univariate profile extrema with UQ",
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      ]
    },
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    },
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      "page": "plotMaxMin",
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      ]
    },
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      ]
    },
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      "title": "Plot bivariate profiles",
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      ]
    },
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      "page": "prof_mean_var_Delta",
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