Evaluate the fit of a certain set of model parameters (
get all relevant variables of the model.
model parameters to be evaluated
model option list, as created with
list of model variables, with the following elements:
regr regression function used
corr correlation function used
theta model parameters
beta generalized least squares estimate
gamma correlation factors
sigma2 maximum Likelihood estimate of the process variance
S scaled design points
Ssc scaling factors for design arguments
Y scaled observations
Ysc scaling factors for design ordinates
C Cholesky factor of correlation matrix
Ft Decorrelated regression matrix
G From QR factorization: Ft = Q*t(G)
The authors of the original DACE Matlab code are Hans Bruun Nielsen [email protected], Soren Nymand Lophaven and Jacob Sondergaard.
Extension of the Matlab code by Tobias Wagner [email protected].
Porting and adaptation to R and further extensions by Martin Zaefferer [email protected].
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