Kanova: KANOVA, kernel anova under RKHS approximations.

Description Usage Arguments Value Author(s) References See Also

View source: R/RcppExports.R

Description

Under an approximation to the sensitivity analysis based in variance computation the different indexes of combinatorial sensitivity values can be computed employing the values of kernel integrals.

Usage

1
Kanova(Kernels, Integral, X)

Arguments

Kernels

data.frame of kernels composed by four columns.

  1. Kernel name.

  2. Inferior limit for integral.

  3. Superior limit for integral.

  4. Number of steps for discretization of integrals.

Integral

A list containing the results of kernel integrals of the functions vector_integrate_kernel.

X

matrix containing in each row the coordinate where the one coordinate integrals will be evaluated.

Value

List with containing the Gamma 3D array where the different combination variance are stocked and the total matrix variance named Kanova.

Author(s)

Pedro Guarderas pedro.felipe.guarderas@gmail.com.

References

\insertRef

Kanova:2013KRIG \insertRefAronszajn:ThRKKRIG

See Also

For a complete application you can check the documentation of Krigvar.


KRIG documentation built on May 2, 2019, 5:55 a.m.