# Comment: Individualized Treatment Rules Under Endogeneity

arXiv: https://arxiv.org/abs/2010.07656 · HTML: https://mlsanity.com/paper/2010.07656/

## Key facts

- Cited by 3 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 15 Oct 2020.

## Built on by (most cited first, 3 of 3)

- [Individualized Decision-Making Under Partial Identification: Three Perspectives, Two Optimality Results, and One Paradox](https://mlsanity.com/paper/2110.10961/) (2021)
- [Policy Learning with Distributional Welfare](https://mlsanity.com/paper/2311.15878/) (2023)
- [Deep Causal Behavioral Policy Learning: Applications to Healthcare](https://mlsanity.com/paper/2503.03724/) (2025)

## Abstract (arXiv)

This note discusses two recent studies on identification of individualized treatment rules using instrumental variables---Cui and Tchetgen Tchetgen (2020) and Qiu et al. (2020). It also proposes identifying assumptions that are alternative to what is used in both studies.