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.

Install the latest version of this package by entering the following in R:
install.packages("geostatsp")
AuthorPatrick Brown <patrick.brown@utoronto.ca>[aut, cre], Robert Hijmans [ctb]
Date of publication2016-07-07 19:51:36
MaintainerPatrick Brown <patrick.brown@utoronto.ca>
LicenseGPL
Version1.4.4
http://r-forge.r-project.org/projects/diseasemapping/

View on CRAN

Functions

asImRaster Man page
conditionalGmrf Man page
elevationLoa Man page
eviLoa Man page
excProb Man page
gambiaUTM Man page
glgm Man page
glgm,character,ANY,ANY,ANY-method Man page
glgm,formula,ANY,numeric,ANY-method Man page
glgm,formula,data.frame,Raster,data.frame-method Man page
glgm,formula,Raster,Raster,ANY-method Man page
glgm,formula,Spatial,Raster,ANY-method Man page
glgm-methods Man page
glgm,NULL,ANY,ANY,ANY-method Man page
glgm,numeric,ANY,ANY,ANY-method Man page
gmrfPrecUncond Man page
informationLgm Man page
inla.models Man page
krigeLgm Man page
lgcp Man page
lgm Man page
lgm,character,ANY,ANY,ANY-method Man page
lgm,formula,data.frame,Raster,data.frame-method Man page
lgm,formula,Raster,ANY,ANY-method Man page
lgm,formula,Spatial,numeric,ANY-method Man page
lgm,formula,Spatial,Raster,data.frame-method Man page
lgm,formula,Spatial,Raster,list-method Man page
lgm,formula,Spatial,Raster,missing-method Man page
lgm,formula,Spatial,Raster,Raster-method Man page
lgm-methods Man page
lgm,NULL,ANY,ANY,ANY-method Man page
lgm,numeric,ANY,ANY,ANY-method Man page
likfitLgm Man page
loaloa Man page
loglikLgm Man page
ltLoa Man page
matern Man page
matern.default Man page
matern.dist Man page
maternGmrfPrec Man page
maternGmrfPrec.default Man page
maternGmrfPrec.dsCMatrix Man page
maternGmrfPrec.matrix Man page
matern.Raster Man page
matern.SpatialPoints Man page
matern.SpatialPointsDataFrame Man page
modelRandomFields Man page
murder Man page
nn128 Man page
nn32 Man page
nn64 Man page
NNmat Man page
NNmat.default Man page
NNmat.Raster Man page
profLlgm Man page
RFsimulate Man page
RFsimulate,ANY,Raster-method Man page
RFsimulate,data.frame,ANY-method Man page
RFsimulate,matrix,Raster-method Man page
RFsimulate,matrix,Spatial-method Man page
RFsimulate-methods Man page
RFsimulate,numeric,GridTopology-method Man page
RFsimulate,numeric,SpatialGrid-method Man page
RFsimulate,numeric,SpatialPixels-method Man page
RFsimulate,numeric,SpatialPoints-method Man page
RFsimulate,RMmodel,GridTopology-method Man page
RFsimulate,RMmodel,SpatialPoints-method Man page
rongelapUTM Man page
simLgcp Man page
simPoissonPP Man page
spatialRoc Man page
spdfToBrick Man page
squareRaster Man page
squareRaster.BasicRaster Man page
squareRaster.Extent Man page
squareRaster.matrix Man page
squareRaster.RasterLayer Man page
squareRaster.SpatialPoints Man page
squareRaster.SpatialPointsDataFrame Man page
squareRaster.SpatialPolygons Man page
squareRaster.SpatialPolygonsDataFrame Man page
stackRasterList Man page
swissAltitude Man page
swissBorder Man page
swissLandType Man page
swissNN Man page
swissRain Man page
swissRainR Man page
tempLoa Man page
torontoBorder Man page
torontoIncome Man page
torontoNight Man page
torontoPdens Man page
variog Man page
variog.default Man page
variogMcEnv Man page
variogMcEnv.default Man page
variogMcEnv.SpatialPointsDataFrame Man page
variog.SpatialPointsDataFrame Man page
wheat Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.