spTimer: Spatio-Temporal Bayesian Modelling Using R

Fits, spatially predicts and temporally forecasts large amounts of space-time data using [1] Bayesian Gaussian Process (GP) Models, [2] Bayesian Auto-Regressive (AR) Models, and [3] Bayesian Gaussian Predictive Processes (GPP) based AR Models for spatio-temporal big-n problems.

Install the latest version of this package by entering the following in R:
install.packages("spTimer")
AuthorK. Shuvo Bakar & Sujit K. Sahu
Date of publication2015-08-18 08:56:00
MaintainerShuvo Bakar <shuvo.bakar@gmail.com>
LicenseGPL (>= 2)
Version2.0-1

View on CRAN

Functions

as.forecast.object Man page
as.mcmc.spT Man page
coef.spT Man page
confint.spT Man page
.First.lib Man page
fitted.spT Man page
fnc.time Man page
Formula.coords Man page
Formula.matrix Man page
formula.spT Man page
Gamm Man page
imputation.z Man page
initials.checking.ar Man page
initials.checking.gp Man page
initials.checking.gpp Man page
MCMC.plot.obj Man page
model.frame.spT Man page
model.matrix.spT Man page
Norm Man page
NYdata Man page
NYgrid Man page
.onAttach Man page
.onLoad Man page
plot.spT Man page
PMCC Man page
predict.spT Man page
print.spT Man page
print.spTfore Man page
print.spTprd Man page
print.spTpred Man page
priors.checking.ar Man page
priors.checking.gp Man page
priors.checking.gpp Man page
residuals.spT Man page
sp Man page
spAR.forecast Man page
spAR.Gibbs Man page
spAR.MCMC.Pred Man page
spAR.prediction Man page
sp.dimname.fnc Man page
spGP.forecast Man page
spGP.Gibbs Man page
spGP.MCMC.Pred Man page
spGPP.forecast Man page
spGPP.Gibbs Man page
spGPP.MCMC.Pred Man page
spGPP.prediction Man page
spGP.prediction Man page
spT.check.locations Man page
spT.check.sites.inside Man page
spT.decay Man page
spT.fit.pred Man page
spT.forecast Man page
spT.geodist Man page
spT.geo_dist Man page
spT.geo.dist Man page
spT.Gibbs Man page
spT.grid.coords Man page
spT.gridTodata Man page
spT.hit.false Man page
spTimer Man page
spTimer-package Man page
spT.initials Man page
spT.keep.morethan.dist Man page
spT.MCMC.plot Man page
spT.MCMC.stat Man page
spT.ObsGridData Man page
spT.ObsGridLoc Man page
spT.pCOVER Man page
spT.prediction Man page
spT.priors Man page
spT.segment.plot Man page
spT.subset Man page
spT.Summary.Stat Man page
spT.time Man page
spT.validation Man page
stat.sum Man page
summary.spT Man page
terms.spT Man page
tp Man page
tp.dimname.fnc Man page
Unif Man page

Files

inst
inst/CITATION
inst/ChangeLog
src
src/main_gp.h
src/header.h
src/gibbs_ar.c
src/equation_xb_gpp.c
src/common.h
src/gibbs_gpp.c
src/forecast_xb_gp.c
src/equation_xb_ar.c
src/equation_xb_gp.c
src/main_ar.h
src/prediction_xb_ar.c
src/forecast_xb_gpp.c
src/main_gpp.h
src/common.c
src/prediction_xb_gp.c
src/mathematics.h
src/forecast_xb_ar.c
src/gibbs_gp.c
src/Print.h
src/covariance.h
src/covariance.c
src/randgenerator.h
src/randgenerator.c
src/mathematics.c
src/prediction_xb_gpp.c
NAMESPACE
demo
demo/00Index
demo/nyExample.R
data
data/NYgrid.txt.gz
data/NYdata.txt.gz
R
R/spGP.r R/spAR.r R/spTfnc.R R/useful_commands.R R/spTimer.R R/spGPP.r
MD5
DESCRIPTION
man
man/confint.spT.Rd man/NYdata.Rd man/summary.spT.Rd man/spT.time.Rd man/spT.segment.plot.Rd man/spT.check.locations.Rd man/spT.keep.morethan.dist.Rd man/spT.geodist.Rd man/spT.grid.coords.Rd man/spT.Gibbs.Rd man/fitted.spT.Rd man/spT.decay.Rd man/spT.validation.Rd man/predict.spT.Rd man/plot.spT.Rd man/spTimer-internal.Rd man/spT.subset.Rd man/spTimer-package.Rd man/spT.initials.Rd man/spT.pCOVER.Rd man/spT.priors.Rd

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