Implements Synergistic Antagonistic Interaction Detection (SAID) for modeling interactions between health effects of exposures.
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Dec 14, 2023 - C++
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bayesian-modelling
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This project analyzes Brent oil prices from 1987-2022, detecting structural changes and associating them with major events to provide data-driven insights for the energy industry.
python machine-learning eda probability-distributions bayesian-inference pymc3 policy-analysis model-comparison statistical-modelling bayesian-modelling
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Apr 2, 2025 - Jupyter Notebook
Examples of WinBuGS models from the book "Introduction to WinBUGS for ecologists" by Marc Kery ported to PyMC3
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Aug 9, 2022 - Jupyter Notebook
Bayesian group comparison models using Gaussian and Gamma likelihoods with hierarchical partial pooling in PyMC.
python statistical-inference pymc bayesian hierarchical-models statistical-models gamma-distribution arviz bayesian-modelling posterior-inference
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Mar 11, 2026 - Jupyter Notebook
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