casual inference Archives

Regression Discontinuity Design: The Crown Jewel of Causal Inference

Modeling Statistics casual inferenceposted by Leihua Ye December 17, 2019

Background In a series of posts (here, here, here, here and here), I’ve explained why and how we should run social experimentations. However, it’s not possible to do social experiments all the time, and researchers have to identify causal effects by other observational and quasi-experimental methods. [Related Article: Causal Inference: An... Read more

Causal Inference: An Indispensable Set of Techniques for Your Data Science Toolkit

Blogs from ODSC Speakers Conferences Featured Post Modeling casual inference stats West 2019posted by Vinod Bakthavachalam July 29, 2019

Editor’s Note: Want to learn more about key causal inference techniques, including those at the intersection of machine learning and causal inference? Attend ODSC West 2019 and join Vinod’s talk, “An Introduction to Causal Inference in Data Science.” Data scientists often get asked questions of the... Read more

Regression Discontinuity Design: The Crown Jewel of Causal Inference

Causal Inference: An Indispensable Set of Techniques for Your Data Science Toolkit

Data Validation at Scale – Detecting and Responding to Data Misbehavior

AI Girlfriends and Other Ridiculous Examples of Using Generative AI

Paralyzed Man Walks Again Thanks To AI-Powered Tool