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SPOT (version 2.11.10)

correxpg: Correlation: Expg

Description

General exponential correlation function. If n > 1 and length(theta) = 1, then the model is isotropic: theta_j = theta[1], j=1,...,n; theta_[n+1] = theta[2].

Usage

correxpg(theta, d, ret = "all")

Arguments

theta

parameters in the correlation function

d

m*n matrix with differences between given data points

ret

A string. If set to "all" or "dr", the derivative of r (dr) will be returned, else dr is NA.

Value

returns a list with two elements:

r

correlation

dr

m*n matrix with the Jacobian of r at x. It is assumed that x is given implicitly by d[i,] = x - S[i,], where S[i,] is the i'th design site.

See Also

buildKrigingDACE