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spTimer  

Spatio-Temporal Bayesian Modelling
View on CRAN: Click here


Download and install spTimer package within the R console
Install from CRAN:
install.packages("spTimer")

Install from Github:
library("remotes")
install_github("cran/spTimer")

Install by package version:
library("remotes")
install_version("spTimer", "3.3.3")



Attach the package and use:
library("spTimer")
Maintained by
K. Shuvo Bakar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-06-15
Latest Update: 2022-10-26
Description:
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. Bakar and Sahu (2015) <doi:10.18637/jss.v063.i15>.
How to cite:
K. Shuvo Bakar (2012). spTimer: Spatio-Temporal Bayesian Modelling. R package version 3.3.3, https://cran.r-project.org/web/packages/spTimer. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.01 (2012-06-15 05:46), 0.02 (2012-07-05 09:52), 0.03 (2012-12-12 07:56), 0.04 (2012-12-27 06:26), 0.05 (2013-01-22 08:27), 0.6 (2013-03-01 13:41), 0.7 (2013-05-23 07:31), 0.8 (2013-07-04 07:52), 0.9-1 (2014-01-29 08:49), 0.9 (2013-12-05 08:19), 1.0-1 (2014-03-03 11:29), 1.0-2 (2014-06-24 01:33), 1.0-3 (2014-10-02 07:59), 2.0-0 (2015-01-19 07:09), 2.0-1 (2015-08-18 08:56), 3.0-0 (2017-10-15 11:35), 3.0-1 (2017-10-19 15:38), 3.1 (2018-06-29 07:42), 3.2 (2018-10-25 15:10), 3.3.1 (2020-06-02 13:50), 3.3.2 (2022-10-26 13:10), 3.3 (2018-11-10 08:40)
Other packages that cited spTimer R package
View spTimer citation profile
Other R packages that spTimer depends, imports, suggests or enhances
Complete documentation for spTimer
Functions, R codes and Examples using the spTimer R package
Some associated functions: NYdata . confint.spT . fitted.spT . plot.spT . predict.spT . spT.Gibbs . spT.decay . spT.geodist . spT.grid.coords . spT.initials . spT.pCOVER . spT.priors . spT.segment.plot . spT.subset . spT.time . spT.validation . spT.validation2 . spTimer-internal . spTimer-package . summary.spT . 
Some associated R codes: spTfnc.R . spTimer.R . useful_commands.R .  Full spTimer package functions and examples
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