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telefit: Estimation and Prediction for Remote Effects Spatial Process Models

Implementation of the remote effects spatial process (RESP) model for teleconnection. The RESP model is a geostatistical model that allows a spatially-referenced variable (like average precipitation) to be influenced by covariates defined on a remote domain (like sea surface temperatures). The RESP model is introduced in Hewitt et al. (2018) <doi:10.1002/env.2523>. Sample code for working with the RESP model is available at <https://jmhewitt.github.io/research/resp_example>. This material is based upon work supported by the National Science Foundation under grant number AGS 1419558. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation.

Version: 1.0.3
Depends: R (≥ 3.0.2)
Imports: abind, coda, cowplot, dplyr, fields, itertools, mvtnorm, raster, scoringRules, stringr, foreach, ggplot2, gtable, reshape2, scales, sp
LinkingTo: Rcpp (≥ 0.12.4), RcppArmadillo, RcppEigen (≥ 0.3.3.3.1)
Suggests: testthat
Published: 2020-02-03
DOI: 10.32614/CRAN.package.telefit
Author: Joshua Hewitt
Maintainer: Joshua Hewitt <joshua.hewitt at duke.edu>
License: GPL-3
NeedsCompilation: yes
SystemRequirements: A system with a recent-enough C++11 compiler (such as g++-4.8 or later).
Materials: NEWS
CRAN checks: telefit results

Documentation:

Reference manual: telefit.pdf

Downloads:

Package source: telefit_1.0.3.tar.gz
Windows binaries: r-devel: telefit_1.0.3.zip, r-release: telefit_1.0.3.zip, r-oldrel: telefit_1.0.3.zip
macOS binaries: r-release (arm64): telefit_1.0.3.tgz, r-oldrel (arm64): telefit_1.0.3.tgz, r-release (x86_64): telefit_1.0.3.tgz, r-oldrel (x86_64): telefit_1.0.3.tgz
Old sources: telefit archive

Linking:

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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.