Published July 6, 2021 | Version v0.1.1
Software Open

STooDs-tools/RSTooDs: RSTooDs package v0.1.1

Creators

  • 1. INRAE

Description

STooDs is a framework to build and estimate probabilistic models for data varying in Space, Time or other Dimensions. The R package RSTooDs is built as an R User Interface to the computational STooDs engine. It defines classes (objects' properties and methods) for the various building blocks of a STooDs case study. Its typical usage is as follows:

  1. Assemble the dataset.
  2. Define the probabilistic model and its constitutive objects (parameters, dimensions, processes).
  3. Perform Bayesian-MCMC inference.
  4. Read, analyse and use MCMC samples.

Notes

This project has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 835496

Files

STooDs-tools/RSTooDs-v0.1.1.zip

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Additional details

Related works

Funding

European Commission
HEGS – Hydrologic Extremes at the Global Scale: teleconnections, extreme-rich/poor periods, climate drivers and predictability 835496