Separable Gaussian Process Interpolation (Emulation)

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.


Reference manual

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install.packages("stilt")

1.3.1 by Kelsey Ruckert, 2 years ago


Browse source code at https://github.com/cran/stilt


Authors: Roman Olson [aut] , Won Chang [aut] , Klaus Keller [aut] , Murali Haran [aut] , Kelsey Ruckert [cre]


Documentation:   PDF Manual  


GPL-3 license


Imports fields


See at CRAN