stilt: Separable Gaussian Process Interpolation (Emulation)
Version 1.1.0

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 (which includes information on 95% confidence interval empirical coverage), and to produce contour plots over 2D slices in model input parameter (or physical) space.

Package details

AuthorRoman Olson, Won Chang, Klaus Keller, and Murali Haran
Date of publication2017-08-14 18:40:33 UTC
MaintainerKelsey Ruckert <[email protected]>
Package repositoryView on CRAN
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stilt documentation built on Aug. 15, 2017, 1:02 a.m.