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bayesian-structural-time-series

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supplMorowaliOcean

sandyherho / supplMorowaliOcean

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Satellite-based causal attribution of coastal water clarity degradation to nickel smelting expansion at Indonesia's Morowali Industrial Park using Bayesian structural time series, multi-algorithm changepoint detection, and Sentinel-2 land cover intensity analysis.

remote-sensing indonesia causal-inference intensity-analysis sentinel-2 environmental-impact quasi-experimental sulawesi marine-ecology changepoint-detection land-use-land-cover ocean-color bayesian-structural-time-series nickel-mining coral-triangle coastal-water-quality satellite-oceanography kd490 morowali
  • Updated Jul 2, 2026
  • Python

ArchanaChetan07 / Causal-Inference-Toolkit-for-Product-Metrics

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Causal inference toolkit in Python: DiD, Synthetic Control and BSTS with ground-truth validation and placebo tests; reports 69% cross-method disagreement rather than hiding it; FastAPI service, Streamlit demo, Docker + GitHub Actions CI at >=90% coverage, pytest suite.

python docker data-science machine-learning econometrics ab-testing causal-inference synthetic-control product-analytics portfolio-project fastapi difference-in-differences streamlit observational-data bayesian-structural-time-series placebo-tests
  • Updated Jul 15, 2026
  • Python

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