graphicalExtremes (version 0.3.1)

chi2Gamma: Transformation between \(\chi\) and \(\Gamma\)

Description

Transforms between the extremal correlation \(\chi\) and the variogram \(\Gamma\). Only valid for Huesler-Reiss distributions. Done element-wise, no checks of the entire matrix structure are performed.

Usage

chi2Gamma(chi)

Gamma2chi(Gamma)

Value

Numeric vector or matrix containing the implied \(\Gamma\).

Numeric vector or matrix containing the implied \(\chi\).

Arguments

chi

Numeric vector or matrix with entries between 0 and 1.

Gamma

Numeric vector or matrix with non-negative entries.

Details

The formula for transformation from \(\chi\) to \(\Gamma\) is element-wise $$\Gamma = (2 \Phi^{-1}(1 - 0.5 \chi))^2,$$ where \(\Phi^{-1}\) is the inverse of the standard normal distribution function.

The formula for transformation from \(\Gamma\) to \(\chi\) is element-wise $$\chi = 2 - 2 \Phi(\sqrt{\Gamma} / 2),$$ where \(\Phi\) is the standard normal distribution function.

See Also

Other parameter matrix transformations: Gamma2Sigma(), Gamma2graph(), par2Matrix()