Functions for simplified emulation of time series computer model output in model parameter space using Gaussian processes. Stilt can be used more generally for kriging of spatio-temporal fields. There are functions to predict at new parameter settings, to test the emulator using cross-validation (which includes information on 95% confidence interval empirical coverage), and to produce contour plots over 2D slices in model parameter space.
|Author||Roman Olson, Won Chang, Klaus Keller, and Murali Haran|
|Date of publication||2017-11-02|
|Maintainer||Kelsey Ruckert <[email protected]>|
|Package repository||View on GitHub|
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