geostatsp: Geostatistical Modelling with Likelihood and Bayes

Geostatistical modelling facilities using Raster and SpatialPoints objects are provided. Non-Gaussian models are fit using INLA, and Gaussian geostatistical models use Maximum Likelihood Estimation.

Author
Patrick Brown <patrick.brown@utoronto.ca>[aut, cre], Robert Hijmans [ctb]
Date of publication
2016-07-07 19:51:36
Maintainer
Patrick Brown <patrick.brown@utoronto.ca>
License
GPL
Version
1.4.4
URLs

View on CRAN

Man pages

asImRaster
Convert a raster to an im object
conditionalGmrf
Conditional distribution of GMRF
excProb
Exceedance probabilities
gambiaUTM
Gambia data
glgm
Generalized Linear Geostatistical Models
inla.models
Valid models in INLA
krige
Spatial prediction, or Kriging
lgm
Linear Geostatistical Models
likfitLgm
Likelihood Based Parameter Estimation for Gaussian Random...
loaloa
Loaloa prevalence data from 197 village surveys
matern
Evaluate the Matern correlation function
maternGmrfPrec
Precision matrix for a Matern spatial correlation
murder
Murder locations
nn32
Nearest neighbour matrices
profLlgm
Joint confidence regions
RFsimulate
Simulation of Random Fields
rongelapUTM
Rongelap data
simLgcp
Simulate a log-Gaussian Cox process
spatialRoc
Sensitivity and specificity
squareRaster
Create a raster with square cells
stackRasterList
Converts a list of rasters, possibly with different...
swissRain
Swiss rainfall data
swissRainR
Raster of Swiss rain data
variog
Compute Empirical Variograms and Permutation Envelopes
wheat
Mercer and Hall wheat yield data

Files in this package

geostatsp
geostatsp/inst
geostatsp/inst/CITATION
geostatsp/inst/extdata
geostatsp/inst/extdata/murder2004.csv
geostatsp/inst/extdata/murder2006.csv
geostatsp/inst/extdata/murder2014.csv
geostatsp/inst/extdata/murder2001.csv
geostatsp/inst/extdata/murder2013.csv
geostatsp/inst/extdata/murder2010.csv
geostatsp/inst/extdata/murder1999.csv
geostatsp/inst/extdata/murder1991.csv
geostatsp/inst/extdata/murder2012.csv
geostatsp/inst/extdata/murder1990.csv
geostatsp/inst/extdata/murder1994.csv
geostatsp/inst/extdata/murder2007.csv
geostatsp/inst/extdata/murder1996.csv
geostatsp/inst/extdata/murder2011.csv
geostatsp/inst/extdata/murder1993.csv
geostatsp/inst/extdata/murder1997.csv
geostatsp/inst/extdata/murder2003.csv
geostatsp/inst/extdata/murder2002.csv
geostatsp/inst/extdata/murder1995.csv
geostatsp/inst/extdata/murder2008.csv
geostatsp/inst/extdata/murder1992.csv
geostatsp/inst/extdata/murder1998.csv
geostatsp/inst/extdata/murder2009.csv
geostatsp/inst/extdata/murder2005.csv
geostatsp/inst/extdata/murder2000.csv
geostatsp/inst/doc
geostatsp/inst/doc/lgcp.Rnw
geostatsp/inst/doc/lgcp.pdf
geostatsp/tests
geostatsp/tests/lgmRaster.R
geostatsp/tests/matern.R
geostatsp/tests/RFsimulate.R
geostatsp/tests/maternGmrfPrec.R
geostatsp/tests/lgm.R
geostatsp/tests/loaFitted.png
geostatsp/tests/stackRasterList.R
geostatsp/tests/likfitLgm.R
geostatsp/tests/krige.R
geostatsp/tests/simLgcp.R
geostatsp/tests/lgcp.R
geostatsp/tests/glgm.R
geostatsp/tests/profLlgm.R
geostatsp/src
geostatsp/src/sparseLogL.c
geostatsp/src/Makevars
geostatsp/src/gmrfLik.c
geostatsp/src/maternLogLopt.c
geostatsp/src/geostatsp.h
geostatsp/src/maternLogL.c
geostatsp/src/matern.c
geostatsp/src/optimize.c
geostatsp/NAMESPACE
geostatsp/data
geostatsp/data/rongelapUTM.RData
geostatsp/data/torontoPop.RData
geostatsp/data/nn32.RData
geostatsp/data/swissRain.RData
geostatsp/data/datalist
geostatsp/data/gambiaUTM.RData
geostatsp/data/wheat.RData
geostatsp/data/swissRainR.RData
geostatsp/data/murder.RData
geostatsp/data/loaloa.RData
geostatsp/R
geostatsp/R/asImRaster.R
geostatsp/R/maternCholSolve.R
geostatsp/R/utils.R
geostatsp/R/loglikGmrf.R
geostatsp/R/informationLgm.R
geostatsp/R/loglikLgm.R
geostatsp/R/matern.R
geostatsp/R/RFsimulate.R
geostatsp/R/grfConditional.R
geostatsp/R/maternGmrfPrec.R
geostatsp/R/param.R
geostatsp/R/lgm.R
geostatsp/R/stackRasterList.R
geostatsp/R/krige.R
geostatsp/R/variog.R
geostatsp/R/squareRaster.R
geostatsp/R/resampleMethods.R
geostatsp/R/excProb.R
geostatsp/R/NNmat.R
geostatsp/R/spdfToBrick.R
geostatsp/R/lgm.Raster.R
geostatsp/R/conditionalGmrf.R
geostatsp/R/0gm.R
geostatsp/R/simLgcp.R
geostatsp/R/forInla.R
geostatsp/R/spatialRoc.R
geostatsp/R/gmrfPrecUncond.R
geostatsp/R/lgcp.R
geostatsp/R/glgm.R
geostatsp/R/profLlgm.R
geostatsp/R/boxcox.R
geostatsp/vignettes
geostatsp/vignettes/Makefile
geostatsp/vignettes/lgcp.Rnw
geostatsp/MD5
geostatsp/build
geostatsp/build/vignette.rds
geostatsp/DESCRIPTION
geostatsp/man
geostatsp/man/matern.Rd
geostatsp/man/maternGmrfPrec.Rd
geostatsp/man/murder.Rd
geostatsp/man/rongelapUTM.Rd
geostatsp/man/squareRaster.Rd
geostatsp/man/gambiaUTM.Rd
geostatsp/man/swissRainR.Rd
geostatsp/man/likfitLgm.Rd
geostatsp/man/wheat.Rd
geostatsp/man/stackRasterList.Rd
geostatsp/man/excProb.Rd
geostatsp/man/RFsimulate.Rd
geostatsp/man/profLlgm.Rd
geostatsp/man/conditionalGmrf.Rd
geostatsp/man/asImRaster.Rd
geostatsp/man/nn32.Rd
geostatsp/man/glgm.Rd
geostatsp/man/spatialRoc.Rd
geostatsp/man/simLgcp.Rd
geostatsp/man/variog.Rd
geostatsp/man/loaloa.Rd
geostatsp/man/inla.models.Rd
geostatsp/man/swissRain.Rd
geostatsp/man/lgm.Rd
geostatsp/man/krige.Rd
geostatsp/.Rinstignore