Exponential covariance matrix

Computes the correlation matrix Omega_i where Omega_i(j,k) = exp(-D(j,k) / rho) for range parameter rho > 0.

Usage

exp_cov_matrix(D, rho)

Arguments

D

Distance matrix.

rho

Range parameter (positive).

Value

Correlation matrix of same dimension as D.