InHecatus ResearchbyAdam Darmanin·Oct 26Trading Correlation with CausationCorrelation is not causation. We hear that often, but what does it mean when money is at stake?A response icon1A response icon1
Dinesh Devkar·Sep 13Meta-Learners in Causal Machine Learning: From Business Questions to Treatment Effects and…Learn why prediction isn’t enough and how S, T, X, R & DR meta-learners estimate treatment effects for better decisions.A response icon1A response icon1
Dinesh Devkar·Aug 27Beyond Prediction: A Business-First Introduction to Causal Machine LearningA business-first introduction to Causal Machine Learning — why prediction isn’t enough, key concepts, major methods, and real-world uses.A response icon2A response icon2
Emir Huseyin İnci·Jun 7Using Market Stress as a Treatment: Ranking S&P 500 Stocks with Causal ML498 stocks, 15+ years of data, and one question: Which stocks generate relatively more alpha during market crises?
InBooking.com ML & DS BlogbyLin Jia·May 22The Causality Gap: Measuring the True Impact of Voluntary Adoption in Digital Marketplacesby Lin Jia, Kexin FeiA response icon2A response icon2
InData And BeyondbyDima Iakubovskyi·May 12Causal Machine Learning: What It Is and Where (Not) to Use ItThree estimators, one insurance dataset, and a 3.7x gap in targeting value that a well-tuned XGBoost model will never close.A response icon1A response icon1
R_Talks·May 2Uplift Modelling for Beginners in Data Science: Stop Predicting Who Will Buy - Start Predicting Who…“The art of marketing is not finding customers who will buy. It is finding customers who will buy because of you.”
InData And BeyondbyDima Iakubovskyi·Jan 12Advanced A/B Test Analysis in PythonIncluding example for CUPED, Synthetic Control, and Causal Machine LearningA response icon1A response icon1
InTowards AIbyTorty Sivill·Jan 8Causal Discovery in Marketing Mix ModellingWhy Domain Knowledge and DAGs Matter More Than CoefficientsA response icon2A response icon2
Nouboussi Gnintedem Lucie Marimar·Dec 12, 2025Causal inference is not a toolbox: It is the science of reconstructing alternative worlds.Why impact evaluation begins long before the regression
