R Demonstration - Edgar Santos-Fernandez
Автор: ACEMS - ARC Centre of Excellence for Mathematical & Statistical Frontiers
Загружено: 2022-01-31
Просмотров: 66
ARC Linkage Project Workshop: Revolutionising water quality monitoring in the information age.
Dr Edgar Santos-Fernandez, QUT Centre for Data Science
Edgar Santos-Fernandez demonstrates how to implement Bayesian spatio-temporal models for river networks using stream temperature data from the Clearwater Basin, USA; including visualisation of space-time data, model fitting, prediction at unobserved locations and times, and the calculation of exceedance probabilities. Access the tutorial in the Kaggle Notebook and download the R code.
R package : https://github.com/EdgarSantos-Fernan...
R package manuscript: https://www.researchgate.net/publicat...
Kaggle notebook: https://www.kaggle.com/edsans/ssnbaye...
Methods paper: https://arxiv.org/abs/2103.03538
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