Package: krige 0.6.2

krige: Geospatial Kriging with Metropolis Sampling

Estimates kriging models for geographical point-referenced data. Method is described in Gill (2020) <doi:10.1177/1532440020930197>.

Authors:Jason S. Byers [aut, cre], Le Bao [aut], Jamie Carson [aut], Jeff Gill [aut]

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krige/json (API)

# Install 'krige' in R:
install.packages('krige', repos = c('https://byersjs.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • ContrivedData - Contrived Example Data
  • NY_subset - New York State CCES Respondents in 2008
  • NYcity_subset - New York City CCES Respondents in 2008
  • WVwells - West Virginia Oil and Gas Production in 2012
  • congCombined - Congressional District Public Opinion Ideology in 2010
  • lowerCombined - State Legislative District (Lower Chambers) Public Opinion Ideology in 2010
  • stateCombined - State Public Opinion Ideology in 2010
  • upperCombined - State Legislative District (Upper Chambers) Public Opinion Ideology in 2010

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 4 scripts 273 downloads 9 exports 3 dependencies

Last updated 3 years agofrom:f04f1e628c. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-win-x86_64OKNov 02 2024
R-4.5-linux-x86_64OKNov 02 2024
R-4.4-win-x86_64OKNov 02 2024
R-4.4-mac-x86_64OKNov 02 2024
R-4.4-mac-aarch64OKNov 02 2024
R-4.3-win-x86_64OKNov 02 2024
R-4.3-mac-x86_64OKNov 02 2024
R-4.3-mac-aarch64OKNov 02 2024

Exports:burninexponential.semivariancegewekeheidel.welchkrige.posteriormcmc.samplesmetropolis.krigesemivariancesemivariogram

Dependencies:codalatticeRcpp

Readme and manuals

Help Manual

Help pageTopics
Convert semivariance to a matrix objectas.data.frame.semivariance as.matrix.semivariance
Convert 'krige' object to an 'mcmc' objectas.mcmc.krige as.mcmc.summary.krige
Discard Burn-in Period of Kriging Modelburnin burnin.krige burnin.matrix
Congressional District Public Opinion Ideology in 2010congCombined
Contrived Example DataContrivedData
Parametric Exponential Semivarianceexponential.semivariance exponential.semivariance.default exponential.semivariance.krige
Geweke Diagnostic for MCMCgeweke geweke.default geweke.krige geweke.summary.krige
Heidelberger and Welch Diagnostic for MCMCheidel.welch heidel.welch.default heidel.welch.krige heidel.welch.summary.krige
krige: Geospatial Kriging with Metropolis Samplingkrige
Posterior Distribution for the Kriging Processkrige.posterior
State Legislative District (Lower Chambers) Public Opinion Ideology in 2010lowerCombined
Extract MCMC Samplesas.data.frame.krige as.data.frame.summary.krige as.matrix.krige as.matrix.summary.krige mcmc.samples mcmc.samples.krige mcmc.samples.summary.krige
Sampling Technique Using Metropolis-Hastingsmetropolis.krige
New York State CCES Respondents in 2008NY_subset
New York City CCES Respondents in 2008NYcity_subset
Predictions by Krigingpredict.krige
Semivariance for Geospatial Datasemivariance semivariance.default semivariance.krige semivariance.lm
Semivariogram for Geospatial Dataplot.krige plot.semivariance semivariogram semivariogram.default semivariogram.krige semivariogram.lm semivariogram.semivariance
State Public Opinion Ideology in 2010stateCombined
Summarize Fitted Kriging Modelsummary.krige
Update Modelupdate.krige
State Legislative District (Upper Chambers) Public Opinion Ideology in 2010upperCombined
West Virginia Oil and Gas Production in 2012WVwells