Performs prediction of a response function from simulated response values, allowing blackbox optimization of functions estimated with some error. Includes a simple user interface for such applications, as well as more specialized functions designed to be called by the Migraine software (see URL). The latter functions are used for prediction of likelihood surfaces and implied likelihood ratio confidence intervals, and for exploration of predictor space of the surface. Prediction of the response is based on ordinary Kriging (with residual error) of the input. Estimation of smoothing parameters is performed by generalized crossvalidation.
Package details 


Author  François Rousset [aut, cre, cph], Raphaël Leblois [ctb] 
Date of publication  20170705 23:11:42 UTC 
Maintainer  François Rousset <francois.rousset@umontpellier.fr> 
License  CeCILL2 
Version  1.1.0 
URL  http://kimura.univmontp2.fr/~rousset/Migraine.htm 
Package repository  View on CRAN 
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