Citation Analysis

Policy Learning under Unobserved Confounding: A Robust and Efficient Approach
Zequn Jin, Gaoqian Xu, Xi Zheng, Yahong Zhou
https://arxiv.org/abs/2507.20550
137
Citation mentions
66
Cited references
12
Sections
9,393
Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

# Reference Year Mentions Breadth Sec. Wtd Share Composite Main %
1 Athey, S. and Wager, S 2021 8 7 12.0 0.058 0.957 88%
2 Kitagawa, T. and Tetenov, A 2018 7 5 10.0 0.051 0.950 86%
3 Zhao, Q., Small, D. S., and Bhattacharya, B. B 2019 5 5 6.0 0.036 0.928 80%
4 Zhou, Z., Athey, S., and Wager, S (self) 2023 4 4 6.5 0.029 0.928 100%
5 d'Adamo, R 2021 6 2 10.5 0.044 0.874 100%
6 Kallus, N. and Zhou, A (self) 2021 11 7 15.0 0.080 0.860 64%
7 Tan, Z 2006 3 3 3.5 0.022 0.843 100%
8 Dorn, J., Guo, K., and Kallus, N 2025 4 4 5.0 0.029 0.843 75%
9 Dorn, J. and Guo, K 2023 13 9 10.0 0.095 0.675 31%
10 Cui, Y. and Tchetgen Tchetgen, E 2021 2 2 1.5 0.015 0.644 100%
11 Qiu, H., Carone, M., Sadikova, E., Petukhova, M., ... 2021 2 2 1.5 0.015 0.644 100%
12 Sasaki, Y. and Ura, T 2024 2 2 1.5 0.015 0.644 100%
13 Pu, H. and Zhang, B 2021 2 2 2.5 0.015 0.644 100%
14 Hsu, J. Y. and Small, D. S 2013 2 2 4.0 0.015 0.644 100%
15 Newey, W 1994 2 2 4.0 0.015 0.644 100%
16 Oprescu, M., Dorn, J., Ghoummaid, M., Jesson, A., ... 2023 3 2 3.0 0.022 0.511 33%
17 Vaart, A. v. d. and Wellner, J. A 1996 10 2 8.0 0.073 0.511 20%
18 Bartlett, P. L., Harvey, N., Liaw, C., and Mehrabi... 2019 2 1 4.0 0.015 0.511 100%
19 Bloom, H. S., Orr, L. L., Bell, S. H., Cave, G., D... 1997 2 1 4.0 0.015 0.511 100%
20 Johnson, M. S., Levine, D. I., and Toffel, M. W 2023 1 1 1.0 0.007 0.406 100%
21 Leigh, J. P 2011 1 1 1.0 0.007 0.406 100%
22 Rosenbaum, P. R. and Rubin, D. B 1983 1 1 1.0 0.007 0.406 100%
23 Sverdrup, E., Kanodia, A., Zhou, Z., Athey, S., an... (self) 2020 1 1 2.0 0.007 0.406 100%
24 Wang, L., Zhou, Y., Song, R., and Sherwood, B (self) 2018 1 1 0.5 0.007 0.406 100%
25 Leqi, L. and Kennedy, E. H 2021 1 1 0.5 0.007 0.406 100%
26 Kitagawa, T. and Tetenov, A 2021 1 1 0.5 0.007 0.406 100%
27 Fang, E. X., Wang, Z., and Wang, L 2023 1 1 0.5 0.007 0.406 100%
28 Viviano, D. and Bradic, J 2024 1 1 0.5 0.007 0.406 100%
29 Fan, Y., Qi, Y., and Xu, G 2025 1 1 0.5 0.007 0.406 100%
30 Chen, Y.-C. and Xie, H 2022 1 1 0.5 0.007 0.406 100%
31 Liu, Y 2022 1 1 0.5 0.007 0.406 100%
32 Imbens, G. W. and Angrist, J. D 1994 1 1 0.5 0.007 0.406 100%
33 Angrist, J. D., Imbens, G. W., and Rubin, D. B 1996 1 1 0.5 0.007 0.406 100%
34 Athey, S. and Imbens, G. W 2017 1 1 0.5 0.007 0.406 100%
35 Adjaho, C. and Christensen, T 2022 1 1 0.5 0.007 0.406 100%
36 Si, N., Zhang, F., Zhou, Z., and Blanchet, J (self) 2023 1 1 0.5 0.007 0.406 100%
37 Qi, Z., Pang, J.-S., and Liu, Y 2023 1 1 0.5 0.007 0.406 100%
38 Lei, L., Sahoo, R., and Wager, S 2023 1 1 0.5 0.007 0.406 100%
39 Masten, M. A. and Poirier, A 2018 1 1 0.5 0.007 0.406 100%
40 Rambachan, A., Coston, A., and Kennedy, E 2022 1 1 0.5 0.007 0.406 100%
41 Masten, M. A., Poirier, A., and Ren, M 2025 1 1 0.5 0.007 0.406 100%
42 Chernozhukov, V., Chetverikov, D., Demirer, M., Du... 2018 1 1 2.0 0.007 0.406 100%
43 Chernozhukov, V., Escanciano, J. C., Ichimura, H.,... 2022 1 1 2.0 0.007 0.406 100%
44 Gine, E. and Nickl, R 2021 1 1 2.0 0.007 0.406 100%
45 Anthony, M. and Bartlett, P. L 2009 1 1 2.0 0.007 0.406 100%
46 Li, Q. and Racine, J. S 2007 1 1 2.0 0.007 0.406 100%
47 Chen, X 2007 1 1 2.0 0.007 0.406 100%
48 Belloni, A., Chernozhukov, V., Chetverikov, D., an... 2019 1 1 2.0 0.007 0.406 100%
49 Belloni, A. and Chernozhukov, V 2011 1 1 2.0 0.007 0.406 100%
50 Belloni, A., Chernozhukov, V., and Hansen, C 2014 1 1 2.0 0.007 0.406 100%
51 Belloni, A., Chernozhukov, V., Fernandez-Val, I., ... 2017 1 1 2.0 0.007 0.406 100%
52 Schmidt-Hieber, J 2020 1 1 2.0 0.007 0.406 100%
53 Farrell, M. H., Liang, T., and Misra, S 2021 1 1 2.0 0.007 0.406 100%
54 Kohler, M. and Langer, S 2021 1 1 2.0 0.007 0.406 100%
55 Padilla, O. H. M., Tansey, W., and Chen, Y 2022 1 1 2.0 0.007 0.406 100%
56 Fissler, T., Merz, M., and Wuthrich, M. V 2023 1 1 2.0 0.007 0.406 100%
57 Olma, T 2021 1 1 2.0 0.007 0.406 100%
58 Yu, M., Wang, Y., Xie, S., Tan, K. M., and Zhou, W... (self) 2025 1 1 2.0 0.007 0.406 100%
59 Robins, J. M., Rotnitzky, A., and Zhao, L. P 1994 1 1 2.0 0.007 0.406 100%
60 1 1 2.0 0.007 0.406 100%
61 Abadie, A., Angrist, J., and Imbens, G 2002 1 1 2.0 0.007 0.406 100%
62 Currie, J. and Thomas, D 1995 1 1 2.0 0.007 0.406 100%
63 Deming, D 2009 1 1 2.0 0.007 0.406 100%
64 Ludwig, J. and Miller, D. L 2007 1 1 2.0 0.007 0.406 100%
65 Walters, C. R 2015 1 1 2.0 0.007 0.406 100%
66 1 1 0.5 0.007 0.087 0%
Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.