README.md

In ashtonwiens/nonstationary: What the Package Does (One Line, Title Case)

nonstationary

Provides functions for specifying and fitting nonstationary covariance models for Gaussian processes and Gaussian Markov random fields. See the vignettes on climate ensemble emulation using a GMRF and a simple example using a nonstationary generalization of the Matern.

Installation

You can install the development version of this package from GitHub with:

# install.packages("devtools")
devtools::install_github("ashtonwiens/nonstationary")

To build the vignettes (which takes about 11 minutes on my laptop)

  devtools::install_github("ashtonwiens/nonstationary", build_vignettes=TRUE)

Then

vignette('climate-ensemble-emulation', package='nonstationary')
vignette('nonstationary-matern-generalization', package='nonstationary')

ashtonwiens/nonstationary documentation built on March 4, 2021, 12:49 a.m.