stilt: Separable Gaussian Process Interpolation (Emulation)
Functions to build and use an interpolator ("emulator") for time series or 1D regularly spaced data in multidimensional space. The standard usage is for interpolating time-resolved computer model output between model parameter settings. It can also be used for interpolating multivariate data (e.g., oceanographic time-series data, etc.) in space. There are functions to test the emulator using cross-validation, and to produce contour plots over 2D slices in model input parameter (or physical) space.
| Version: |
1.0.1 |
| Depends: |
R (≥ 2.15.1), fields |
| Published: |
2014-05-12 |
| Author: |
Roman Olson, Won Chang, Klaus Keller, and Murali Haran |
| Maintainer: |
Won Chang <stilt.package1 at gmail.com> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| CRAN checks: |
stilt results |
Downloads: