krige (version 0.6.2)

Geospatial Kriging with Metropolis Sampling

Description

Estimates kriging models for geographical point-referenced data. Method is described in Gill (2020) .

Copy Link

Version

Install

install.packages('krige')

Monthly Downloads

243

Version

0.6.2

License

GPL (>= 2)

Maintainer

Jason Byers

Last Published

May 1st, 2022

Functions in krige (0.6.2)

burnin

Discard Burn-in Period of Kriging Model

ContrivedData

Contrived Example Data

exponential.semivariance

Parametric Exponential Semivariance

as.matrix.semivariance

Convert semivariance to a matrix object

geweke

Geweke Diagnostic for MCMC

NY_subset

New York State CCES Respondents in 2008

congCombined

Congressional District Public Opinion Ideology in 2010

WVwells

West Virginia Oil and Gas Production in 2012

NYcity_subset

New York City CCES Respondents in 2008

mcmc.samples

Extract MCMC Samples

krige.posterior

Posterior Distribution for the Kriging Process

summary.krige

Summarize Fitted Kriging Model

update.krige

Update Model

semivariogram

Semivariogram for Geospatial Data

predict.krige

Predictions by Kriging

semivariance

Semivariance for Geospatial Data

as.mcmc.krige

Convert krige object to an mcmc object

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

krige

krige: Geospatial Kriging with Metropolis Sampling

heidel.welch

Heidelberger and Welch Diagnostic for MCMC

metropolis.krige

Sampling Technique Using Metropolis-Hastings