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Basic elements of GPR as discussed in the present
section: (1)
observations of an unknown function at a number of locations; (2)
basis functions (only one of them shown for clarity), centered at
the data locations; (3) an estimation, 
, defined by the set
of coefficients, cm,
and the corresponding basis
functions; this is the prediction of the GPR model.
