kGradSmooth

vector of points where to approximate the function

newPoints

locations where the function was evaluated

profPoints

value of the evaluation at profPoints

profEvals

value of the gradient at profPoints

profGradient

Compute first order approximation of function from evaluations and gradient

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.

kGradSmooth: First order approximation

Description

Usage

Arguments

Value