University of Minnesota
School of Physics & Astronomy

Physics and Astronomy Calendar

Friday, October 9th 2015
Speaker: Richard Scheines, Carnegie Mellon University
Subject: The Revolution in Computational Causal Discovery
Refreshments served at 3:15 p.m.

Social scientists have been pursuing causal knowledge from observational studies for well over 100 years, with limited success. In the last 25 years, however, the computational and statistical methods available for causal modeling and discovery have exploded. I describe this revolution and illustrate it on some recent case studies in social and biomedical science. I also describe the challenges that still remain, including conceptual problems of defining variables and inferential problems arising from trying to measure them.

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