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telefit  

Estimation and Prediction for Remote Effects Spatial Process Models
View on CRAN: Click here


Download and install telefit package within the R console
Install from CRAN:
install.packages("telefit")

Install from Github:
library("remotes")
install_github("cran/telefit")

Install by package version:
library("remotes")
install_version("telefit", "1.0.3")



Attach the package and use:
library("telefit")
Maintained by
Joshua Hewitt
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-10
Latest Update: 2020-02-03
Description:
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.
How to cite:
Joshua Hewitt (2018). telefit: Estimation and Prediction for Remote Effects Spatial Process Models. R package version 1.0.3, https://cran.r-project.org/web/packages/telefit. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2018-08-10 18:30), 1.0.1 (2019-02-18 11:50), 1.0.2 (2019-12-17 18:10)
Other packages that cited telefit R package
View telefit citation profile
Other R packages that telefit depends, imports, suggests or enhances
Complete documentation for telefit
Functions, R codes and Examples using the telefit R package
Some associated functions: HPDinterval.stFit . abind3 . arrayToLong . cca.predict . coef.stFit . coef.stPredict . coprecip.fit . coprecip . coprecip.predict . dgemkmm . eof . errDump . extractRegion . extractStData . forwardsolve.kron . invWSamp . kronSamp . lat_trans . lon_trans . maternArray . maternCov . maternEffectiveRange . mergeComposition . mergeCovmat . mergeMean . mergeVar . plot.stData . plot.stFit . plot.stPredict . plot.teleCor . rmatnorm . rwishart . stEval . stFit . stLL . stPredict . stSimulate . stVIF . summariseAlpha . summariseEOFAlpha . summary.stPredict . svcFit . svcPredict . teleCor . telefit . 
Some associated R codes: HPDinterval.stFit.R . RcppExports.R . abind3.R . arrayToLong.R . cca.predict.R . coef.stFit.R . coef.stPredict.R . data.R . dgemkmm.R . eof.R . errDump.R . extractRegion.R . extractStData.R . forwardsolve.kron.R . globals.R . invWSamp.R . kronSamp.R . latlon_trans.R . maternArray.R . maternCov.R . maternEffectiveRange.R . mergeComposition.R . mergeCovmat.R . mergeMean.R . mergeVar.R . plot.stData.R . plot.stFit.R . plot.stPredict.R . plot.teleCor.R . rmatnorm.R . rwishart.R . stEval.R . stFit.R . stLL.R . stPredict.R . stSimulate.R . stVIF.R . summariseAlpha.R . summariseEOFAlpha.R . summary.stPredict.R . svcFit.R . svcPredict.R . teleCor.R . telefit.R .  Full telefit package functions and examples
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