spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models

Fits, spatially predicts, and temporally forecasts space-time data using Gaussian Process (GP): (1) spatially varying coefficient process models and (2) spatio-temporal dynamic linear models.

AuthorK. Shuvo Bakar, Philip Kokic, Huidong Jin
Date of publication2015-06-11 11:16:33
MaintainerShuvo Bakar <shuvo.bakar@gmail.com>
LicenseGPL (>= 2)
Version1.0

View on CRAN

Functions

as.forecast.object Man page
as.mcmc.spT Man page
AUSdata Man page
coef.spT Man page
confint.spT Man page
decay Man page
def.time 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
GibbsDyn Man page
gridTodata Man page
imputation.z Man page
initials 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
ObsGridData Man page
ObsGridLoc Man page
.onAttach Man page
.onLoad Man page
plot.spT 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 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
spTDyn Man page
spTDyn-package 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.hit.false Man page
spT.initials Man page
spT.keep.morethan.dist Man page
spT.MCMC.plot Man page
spT.MCMC.stat 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
summary.spT Man page
terms.spT Man page
tp Man page
tp.dimname.fnc Man page
Unif Man page

Files

spTDyn
spTDyn/inst
spTDyn/inst/CITATION
spTDyn/src
spTDyn/src/main_gp.h
spTDyn/src/header.h
spTDyn/src/common.h
spTDyn/src/forecast_xb_gp.c
spTDyn/src/equation_xb_gp.c
spTDyn/src/common.c
spTDyn/src/prediction_xb_gp.c
spTDyn/src/mathematics.h
spTDyn/src/gibbs_gp.c
spTDyn/src/Print.h
spTDyn/src/covariance.h
spTDyn/src/covariance.c
spTDyn/src/randgenerator.h
spTDyn/src/randgenerator.c
spTDyn/src/mathematics.c
spTDyn/NAMESPACE
spTDyn/data
spTDyn/data/AUSdata.txt.gz
spTDyn/data/NYdata.txt.gz
spTDyn/R
spTDyn/R/spGP.r
spTDyn/R/spTfnc.R spTDyn/R/useful_commands.R spTDyn/R/spTDyn.R
spTDyn/MD5
spTDyn/DESCRIPTION
spTDyn/man
spTDyn/man/spTDyn-internal.Rd spTDyn/man/summary.spT.Rd spTDyn/man/decay.Rd spTDyn/man/initials.Rd spTDyn/man/tp.Rd spTDyn/man/def.time.Rd spTDyn/man/ObsGridLoc.Rd spTDyn/man/priors.Rd spTDyn/man/predict.spT.Rd spTDyn/man/plot.spT.Rd spTDyn/man/sp.Rd spTDyn/man/GibbsDyn.Rd spTDyn/man/spTDyn-package.Rd

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

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