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causal-inferences

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ivalasai / organizational-ai-adaptation-observatory

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Longitudinal firm-level AI adaptation signal infrastructure from public and commercial sources

text-mining ai causal-inference sec-edgar panel-data text-mining-analysis nlp-pipeline nlp-pipelines text-mining-for-beginners text-mining-in-python text-mining-process text-mining-with-python text-mining-pipeline panel-data-analysis panel-data-model firm-level-data management-research sec-edgar- causal-inferences empirical-strategy
  • Updated Jul 4, 2026
  • Python

Shweta-Portfolio / Arctic-Sea-Ice-Granger-Causality

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Granger causality check on winter AO vs September sea ice extent, extending Arctic-Sea-Ice-AO-Prediction. No significant link on its own, on a properly stationary series built around the 2007 break. A follow-up check confirms AO's original significance holds once persistence is controlled for.

statsmodels granger-causality stationarity time-series-data nsidc causal-inferences
  • Updated Aug 6, 2026
  • Jupyter Notebook

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