Causal Hybrid Artificial Intelligence for Trading
- CausaLense (Gentle) video Introduction to Causal AI for Investing
- Microsoft (Gentle) video Introduction to Causal ML
- Yoshua Bengio (Technical) video Towards Causal Representation Learning
- Judea Pearl (Gentel) video New Science of Cause and Effect
- Judea Pearl (Gentle) Book: The Book of Why
- Robert Ness (Technical) Book: Causal Machine Learning
- Yoshua Bengio Towards Causal Representation Learning
- Judea Pearl Causal Foundations of Structural Equation Models (SEM)
- Comprehensive Overview: Causal Machine Learning A Survey and Open Problems
- Microsoft paper: DAGs with NO TEARS
- Microsoft paper: Deep End-to-end Causal Inference
- Microsoft paper: RHINO Deep Causal Temporal Relationship Learning
- Causalense article: Time-Series Analysis: Why Causality is the Only Way
- Machine Learning for Algorithmic Trading 2ed by Stefan Jansen
- Machine Learning in Finance From Theory to Practice by Matthew Dixon et al
- Quantitative Trading: How to Build Your Own Algorithmic Trading Business by Ernest Chan