research
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02/24/2023
Personalized Pricing with Invalid Instrumental Variables: Identification, Estimation, and Policy Learning
Pricing based on individual customer characteristics is widely used to m...
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09/21/2022
Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
We study the problem of off-policy evaluation (OPE) for episodic Partial...
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05/03/2021
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
Data-driven individualized decision making has recently received increas...
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09/24/2020
A Wavelet-Based Independence Test for Functional Data with an Application to MEG Functional Connectivity
Measuring and testing the dependency between multiple random functions i...
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04/13/2020