Members

TBA

University of Example / Ph.D. candidate

TBA

University of Example / Ph.D. candidate

TBA

University of Example / Ph.D. candidate

TBA

University of Example / Ph.D. candidate

Reading Lists

Manski (2004, Ecta)
  • "Statistical treatment rules for heterogenous populations." URL
Zhao, Zeng, Rush & Kosorok (2012, JASA)
  • "Estimating individualized treatment rules using outcome weighted learning." URL
Kitagawa & Tetenov (2018, Ecta)
  • "Who should be treated? Empirical welfare maximization methods for treatment choice."URL
Athey & Wager (2021, Ecta)
  • "Policy learning with observational data." URL
Mbakop & Tabord-Meehan (2021, Ecta)
  • "Model selection for treatment choice: penalized welfare maximization." URL
Zhou, Athey & Wager (2022, Operations Research)
  • "Offline multi-action policy learning: generalization and optimization." URL
Ida, Ishihara, Ito, Kido, Kitagawa, Sakaguchi & Sasaki (2024, WP)
  • "Choosing who chooses: selection-driven targeting in energy rebate programs." URL
Kitagawa, Lee & Qiu (2023, Japanese Economic Review)
  • "Treatment choice, mean square regret and partial identification." URL
Andrews, Kitagawa & McCloskey (2024, QJE)
  • "Inference on winners." URL
Armstrong, Kitagawa & Tetenov (2025, JPE micro)
  • "Statistical decision theory and empirical practice." URL
and more...
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