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

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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

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