Regression Adjustment with Synthetic Controls in Online Experiments
Congshan Zhang, Dominic Coey, Matt Goldman, Brian Karrer
I am a Research Scientist on the Core Data Science team. Prior to Meta, I worked at eBay Research Labs. My main interests are in causal inference, experimental design and advertising effectiveness. Some of my recent papers include work on imperfect treatment assignment from cookie-level randomization; experimentation in markets with test-control interference; and using sequential testing to shorten experiment duration. I received a PhD in economics from Stanford University.
Interests
Causal inference, advertising markets and auctions
Latest Publications
CODE - 2021
People and Cookies: Imperfect Treatment Assignment in Online Experiments
Dominic Coey, Michael Bailey
Top Challenges from the first Practical Online Controlled Experiments Summit
Somit Gupta, Ronny Kohavi, Diane Tang, Ya Xu, Reid Andersen, Eytan Bakshy, Niall Cardin, Sumitha Chandran, Nanyu Chen, Dominic Coey, Mike Curtis, Alex Deng, Weitao Duan, Peter Forbes, Brian Frasca, Tommy Guy, Guido W. Imbens, Guillaume Saint Jacques, Pranav Kantawala, Ilya Katsev, Moshe Katzwer, Mikael Konutgan, Elena Kunakova, Minyong Lee, MJ Lee, Joseph Liu, James McQueen, Amir Najmi, Brent Smith, Vivek Trehan, Lukas Vermeer, Toby Walker, Jeffrey Wong, Igor Yashkov
