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Decoupling Learning Rates Using Empirical Bayes Priors


Feb 04, 2020
Sareh Nabi, Houssam Nassif, Joseph Hong, Hamed Mamani, Guido Imbens


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Optimal Experimental Design for Staggered Rollouts


Nov 09, 2019
Ruoxuan Xiong, Susan Athey, Mohsen Bayati, Guido Imbens


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Machine Learning Methods Economists Should Know About


Mar 24, 2019
Susan Athey, Guido Imbens


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Balanced Linear Contextual Bandits


Dec 15, 2018
Maria Dimakopoulou, Zhengyuan Zhou, Susan Athey, Guido Imbens

* AAAI 2019 Oral Presentation. arXiv admin note: substantial text overlap with arXiv:1711.07077 

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Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption


Sep 01, 2018
Susan Athey, Guido Imbens


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Estimation Considerations in Contextual Bandits


Jul 13, 2018
Maria Dimakopoulou, Susan Athey, Guido Imbens


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Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index


Jun 04, 2016
Susan Athey, Raj Chetty, Guido Imbens, Hyunseung Kang


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Recursive Partitioning for Heterogeneous Causal Effects


Dec 30, 2015
Susan Athey, Guido Imbens


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