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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.
| Version: | 1.3.0 |
| Depends: | R (≥ 3.2.4) |
| Imports: | fields |
| Published: | 2018-08-15 |
| DOI: | 10.32614/CRAN.package.stilt |
| Author: | Roman Olson, Won Chang, Klaus Keller, and Murali Haran |
| Maintainer: | Kelsey Ruckert <datamgmt at scrim.psu.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | stilt results |
| Reference manual: | stilt.pdf |
| Package source: | stilt_1.3.0.tar.gz |
| Windows binaries: | r-devel: stilt_1.3.0.zip, r-release: stilt_1.3.0.zip, r-oldrel: stilt_1.3.0.zip |
| macOS binaries: | r-release (arm64): stilt_1.3.0.tgz, r-oldrel (arm64): stilt_1.3.0.tgz, r-release (x86_64): stilt_1.3.0.tgz, r-oldrel (x86_64): stilt_1.3.0.tgz |
| Old sources: | stilt archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.