Spatio-Temporal Bayesian Modelling

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) .


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install.packages("spTimer")

3.3.1 by Shuvo Bakar, a year ago


Browse source code at https://github.com/cran/spTimer


Authors: K. Shuvo Bakar & Sujit K. Sahu


Documentation:   PDF Manual  


Task views: Bayesian Inference, Analysis of Spatial Data, Handling and Analyzing Spatio-Temporal Data, Time Series Analysis


GPL (>= 2) license


Imports coda, sp, spacetime, extraDistr, grDevices, graphics, stats, utils


Depended on by spTDyn.


See at CRAN