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Replication Code for: Uncertainty Quantification and Propagation in Surrogate...
This code allows to replicate key experiments from our paper: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. For further details, please... -
Percentile Intervals in Bayesian Inference are Overconfident
This dataset demonstrates the difference in calculating percentile Intervals as approximation for Highest Density Intervals (HDI) vs. Highest Posterior Density (HPD). This is... -
Bayesian Modeling of Time Series Data (BayModTS)
BayModTS is a FAIR workflow for processing highly variable and sparse data. The code and results of the examples in the BayModTS paper are stored in this repository. A... -
Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
This dataverse contains the code for the paper Meta-Uncertainty in Bayesian Model Comparison: https://doi.org/10.48550/arXiv.2210.07278 Note that the R code is structured as a... -
Benchmarking in subsurface hydrological inversion: high-fidelity reference so...
Description: Dataset published with the paper "Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference... -
Piecewise trends and discontinuities in GNSS and SATTG time series
This dataset contains estimates of piecewise trends and discontinuities in vertical land motion (VLM) time series. The time series are based on two techniques, the Global...
