A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)
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Mar 1, 2025 - MATLAB
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causal-inference
Here are 7 public repositories matching this topic...
Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil moisture-precipitation feedback", Journal of Hydrometeorology)
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Oct 3, 2022 - MATLAB
This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.
text-mining sentiment-analysis cryptocurrency causality gaussian-processes causality-analysis causal-inference statistical-models multimodal-learning cryptocurrency-exchanges multimodal-sentiment-analysis natural-language-procressing public-news
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Nov 9, 2022 - MATLAB
Reproducible code for our paper, "On Causal Discovery with Convergent Cross Mapping"
chaos causality gaussian-processes causal-inference attractors state-space-model nonlinear-systems cross-mapping
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May 7, 2024 - MATLAB
The Method of Entropic Regression, sparse system identification method based on causality inference of complex networks.
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Jan 24, 2020 - MATLAB
Reproducible code for our paper "Measuring Strength of Joint Causal Effects", IEEE TSP 2024.
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May 3, 2024 - MATLAB
Causal Inference Networks for Determining Expression Relationships Anthology
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Aug 17, 2025 - MATLAB
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