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Nick Doudchenko
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Balancing, regression, difference-in-differences and synthetic control methods: A synthesis
N Doudchenko, GW Imbens
National Bureau of Economic Research, 2016
7262016
Matrix completion methods for causal panel data models
S Athey, M Bayati, N Doudchenko, G Imbens, K Khosravi
Journal of the American Statistical Association, 1-41, 2021
6902021
Causal inference with bipartite designs
N Doudchenko, M Zhang, E Drynkin, E Airoldi, V Mirrokni, ...
arXiv preprint arXiv:2010.02108, 2020
212020
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls
N Doudchenko, K Khosravi, J Pouget-Abadie, S Lahaie, M Lubin, ...
Advances in Neural Information Processing Systems 34, 2021
172021
Designing experiments with synthetic controls
N Doudchenko, D Gilinson, S Taylor, N Wernerfelt
Working paper, 2019
122019
Size Effects and Bargaining Power in the Multichannel Television Industry
N Doudchenko, A Yurukoglu
Working Paper, 2016
92016
Micro-level Discrete Choice Demand Estimation: A Machine Learning Approach
N Doudchenko, E Drynkin
2019
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Articles 1–7