spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models
Version 1.0

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
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spTDyn")

Getting started

Package overview

Popular man pages

def.time: Timer series information.
GibbsDyn: MCMC sampling for the models.
ObsGridLoc: Combining observation and nearest grid locations and data.
predict.spT: Spatial and temporal predictions for the spatio-temporal...
sp: Defining spatially varying coefficients in the formula
spTDyn-internal: Service functions and some undocumented functions for the...
spTDyn-package: Spatially varying and spatio-temporal dynamic linear models
See all...

All man pages Function index File listing

Man pages

decay: Choice for sampling spatial decay parameter phi.
def.time: Timer series information.
GibbsDyn: MCMC sampling for the models.
initials: Initial values for the spatio-temporal models.
ObsGridLoc: Combining observation and nearest grid locations and data.
plot.spT: Plots for spTimer output.
predict.spT: Spatial and temporal predictions for the spatio-temporal...
priors: Priors for the spatio-temporal models.
sp: Defining spatially varying coefficients in the formula
spTDyn-internal: Service functions and some undocumented functions for the...
spTDyn-package: Spatially varying and spatio-temporal dynamic linear models
summary.spT: Summary statistics of the parameters.
tp: Defining dynamic time-series coefficients in the formula

Functions

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

Files

inst
inst/CITATION
src
src/main_gp.h
src/header.h
src/common.h
src/forecast_xb_gp.c
src/equation_xb_gp.c
src/common.c
src/prediction_xb_gp.c
src/mathematics.h
src/gibbs_gp.c
src/Print.h
src/covariance.h
src/covariance.c
src/randgenerator.h
src/randgenerator.c
src/mathematics.c
NAMESPACE
data
data/AUSdata.txt.gz
data/NYdata.txt.gz
R
R/spGP.r
R/spTfnc.R
R/useful_commands.R
R/spTDyn.R
MD5
DESCRIPTION
man
man/spTDyn-internal.Rd
man/summary.spT.Rd
man/decay.Rd
man/initials.Rd
man/tp.Rd
man/def.time.Rd
man/ObsGridLoc.Rd
man/priors.Rd
man/predict.spT.Rd
man/plot.spT.Rd
man/sp.Rd
man/GibbsDyn.Rd
man/spTDyn-package.Rd
spTDyn documentation built on May 19, 2017, 3:06 p.m.

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