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) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


3.3.1 by Shuvo Bakar, a year ago

Browse source code at

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