spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models

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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.

Author
K. Shuvo Bakar, Philip Kokic, Huidong Jin
Date of publication
2015-06-11 11:16:33
Maintainer
Shuvo Bakar <shuvo.bakar@gmail.com>
License
GPL (>= 2)
Version
1.0

View on CRAN

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

Files in this package

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