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

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

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.