Monday, April 24

First Panel: Modeling, Graphs, and Machine Learning

9:15 – 10:00 AM Judea Pearl (UCLA Computer Science and Statistics) Eight Pillars of Causal Wisdom (or, what you can do with a graphical model that you cannot do without).

10:00 – 10:45 AM Rosa Matzkin (UCLA Economics) Identification in simultaneous equation models

11:00 – 11:45 AM Niall Cardin (Google) Causal inference for machine learning systems that make decisions: The simple power of randomization