SSNbayes

swMATH41235CRANSSNbayesMaRDI QIDQ1354028

Bayesian Spatio-Temporal Analysis in Stream Networks

Edgar Santos-Fernandez

Last update: 3 December 2023

Copyright license: GNU General Public License, version 2.0

Software version identifier: 0.0.2, 0.0.1, 0.0.3

Source code repository: https://github.com/cran/SSNbayes

Description

Fits Bayesian spatio-temporal models and makes predictions on stream networks using the approach by Santos-Fernandez, Edgar, et al. (2022)."Bayesian spatio-temporal models for stream networks". <arXiv:2103.03538>. In these models, spatial dependence is captured using stream distance and flow connectivity, while temporal autocorrelation is modelled using vector autoregression methods.

Cites work

• Bayesian spatio-temporal models for stream networks

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