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stilt  

Separable Gaussian Process Interpolation (Emulation)
View on CRAN: Click here


Download and install stilt package within the R console
Install from CRAN:
install.packages("stilt")

Install from Github:
library("remotes")
install_github("cran/stilt")

Install by package version:
library("remotes")
install_version("stilt", "1.3.0")



Attach the package and use:
library("stilt")
Maintained by
Kelsey Ruckert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-12-24
Latest Update: 2018-08-15
Description:
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.
How to cite:
Kelsey Ruckert (2013). stilt: Separable Gaussian Process Interpolation (Emulation). R package version 1.3.0, https://cran.r-project.org/web/packages/stilt. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.1 (2014-05-12 07:59), 1.0 (2013-12-24 07:37), 1.1.0 (2017-08-14 20:40), 1.2.0 (2017-11-02 15:22)
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Complete documentation for stilt
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