spTDyn-package: Spatially varying and spatio-temporal dynamic linear models

In spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models

Spatially varying and spatio-temporal dynamic linear models

Description

This package uses different hierarchical Bayesian spatio-temporal modelling strategies, namely:
(1) Spatially varying coefficient process models,
(2) Temporally varying coefficient process models, also known as the spatio-temporal dynamic linear models.

Details

Package:	spTDyn
Type:	Package

The back-end code of this package is built under c language.
Main functions used:
> GibbsDyn
> predict.spTD

Author(s)

K.S. Bakar
Maintainer: K.S. Bakar <[e-mail]>

References

Bakar, K. S., Kokic, P. and Jin, H. (2015). A spatio-dynamic model for assessing frost risk in south-eastern Australia. Journal of the Royal Statistical Society, Series C. DOI: 10.1111/rssc.12103
Bakar, K. S., Kokic, P. and Jin, H. (2015). Hierarchical spatially varying coefficient and temporal dynamic process models using spTDyn. Journal of Statistical Computation and Simulation. DOI:10.1080/00949655.2015.1038267

See Also

Packages 'spTimer'; 'forecast'; 'spBayes'; 'maps'; 'MBA'; 'coda'; website: http://www.r-project.org/.

spTDyn documentation built on Sept. 11, 2024, 6:43 p.m.