Citation Analysis

Data-Driven Policy Learning for Continuous Treatments
Chunrong Ai, Yue Fang, Haitian Xie
https://arxiv.org/abs/2402.02535
157
Citation mentions
66
Cited references
12
Sections
5,908
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, Susan and Wager, Stefan 2021 7 5 12.0 0.045 1.000 100%
2 Kallus, Nathan and Zhou, Angela 2018 7 3 13.0 0.045 1.000 100%
3 Mbakop, Eric and Tabord-Meehan, Max 2021 26 11 45.0 0.166 0.987 96%
4 Colangelo, Kyle and Lee, Ying-Ying 2025 4 3 7.0 0.025 0.928 100%
5 Kitagawa, Toru and Tetenov, Aleksey 2018 16 7 20.0 0.102 0.855 62%
6 Bartlett, Peter L and Boucheron, Ste 2002 3 3 6.0 0.019 0.843 100%
7 Flores, Carlos A and Flores-Lagunes, Alfonso and G... 2012 3 2 5.0 0.019 0.737 100%
8 Schennach, Susanne M 2020 11 3 11.5 0.070 0.714 36%
9 Manski, Charles F 2004 2 2 3.0 0.013 0.644 100%
10 Zhou, Zhengyuan and Athey, Susan and Wager, Stefan 2023 2 2 3.0 0.013 0.644 100%
11 Cattaneo, Matias D. and Feng, Yingjie and Shigida,... 2024 4 2 5.0 0.025 0.644 50%
12 Cattaneo, Matias D and Chandak, Rajita and Jansson... 2024 4 2 5.0 0.025 0.644 50%
13 Wainwright, Martin J. 2019 3 3 3.0 0.019 0.585 33%
14 Koltchinskii, Vladimir 2011 2 2 2.5 0.013 0.511 50%
15 Shen, Zuowei and Yang, Haizhao and Zhang, Shijun 2022 2 1 4.0 0.013 0.511 100%
16 Bloom, Howard S and Orr, Larry L and Bell, Stephen... 1997 2 1 4.0 0.013 0.511 100%
17 van der Vaart, Aad W and Wellner, Jon A 8 4 5.5 0.051 0.500 12%
18 Ai, Chunrong and Chen, Xiaohong and Huang, Wei and... 2023 1 1 1.0 0.006 0.406 100%
19 Ai, Chunrong and Chen, Xiaohong 2003 1 1 1.0 0.006 0.406 100%
20 Manski, Charles F and Tetenov, Aleksey 2007 1 1 1.0 0.006 0.406 100%
21 Manski, Charles F 2007 1 1 1.0 0.006 0.406 100%
22 Stoye, Jo 2009 1 1 1.0 0.006 0.406 100%
23 Stoye, Jo 2012 1 1 1.0 0.006 0.406 100%
24 Tetenov, Aleksey 2012 1 1 1.0 0.006 0.406 100%
25 Bhattacharya, Debopam and Dupas, Pascaline 2012 1 1 1.0 0.006 0.406 100%
26 Kitagawa, Toru and Tetenov, Aleksey 2021 1 1 1.0 0.006 0.406 100%
27 Yue Fang and Jin Xi and Haitian Xie (self) 2025 1 1 1.0 0.006 0.406 100%
28 Su, Liangjun and Ura, Takuya and Zhang, Yichong 2019 1 1 1.0 0.006 0.406 100%
29 Callaway, Brantly and Goodman-Bacon, Andrew and Sa... 2021 1 1 1.0 0.006 0.406 100%
30 Xie, Haitian (self) 2024 1 1 1.0 0.006 0.406 100%
31 Hartmann, Wesley and Nair, Harikesh S and Narayana... 2011 1 1 2.0 0.006 0.406 100%
32 Zhou, Dequn and An, Yunfei and Zha, Donglan and Wu... 2019 1 1 2.0 0.006 0.406 100%
33 Fang, Zhixuan and Huang, Longbo and Wierman, Adam (self) 2018 1 1 2.0 0.006 0.406 100%
34 Nishio, Kazuki and Hoshino, Takahiro 2022 1 1 2.0 0.006 0.406 100%
35 van der Vaart, Aad and Wellner, Jon A 2009 1 1 2.0 0.006 0.406 100%
36 Dudley, R. M. 1999 1 1 2.0 0.006 0.406 100%
37 Devroye, Luc 1992 1 1 2.0 0.006 0.406 100%
38 Politis, Dimitris N and Romano, Joseph P 1999 1 1 2.0 0.006 0.406 100%
39 Koltchinskii, Vladimir 2001 1 1 2.0 0.006 0.406 100%
40 Boucheron, Ste 2005 1 1 2.0 0.006 0.406 100%
41 Sun, Yixiao 2005 1 1 2.0 0.006 0.406 100%
42 Ledoux, Michel and Talagrand, Michel 1991 1 1 2.0 0.006 0.406 100%
43 Talagrand, Michel 1996 1 1 2.0 0.006 0.406 100%
44 McDiarmid, Colin and others 1989 1 1 2.0 0.006 0.406 100%
45 Evarist Giné and Armelle Guillou 2002 1 1 2.0 0.006 0.406 100%
46 Chen, Xiaohong 2007 1 1 2.0 0.006 0.406 100%
47 Calonico, Sebastian and Cattaneo, Matias D and Far... 2018 1 1 2.0 0.006 0.406 100%
48 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 1 1 2.0 0.006 0.406 100%
49 Matias D. Cattaneo and Max H. Farrell and Yingjie ... 2020 1 1 2.0 0.006 0.406 100%
50 Matias D. Cattaneo and Rajita Chandak and Jason M.... 2024 1 1 2.0 0.006 0.406 100%
51 Breunig, Christoph and Chen, Xiaohong 2024 1 1 2.0 0.006 0.406 100%
52 Chen, Xiaohong and Christensen, Timothy and Kankan... 2025 1 1 2.0 0.006 0.406 100%
53 Bartlett, Peter L and Harvey, Nick and Liaw, Chris... 2019 1 1 2.0 0.006 0.406 100%
54 Shen, Zuowei and Yang, Haizhao and Zhang, Shijun 2021 1 1 2.0 0.006 0.406 100%
55 Cattaneo, Matias D and Jansson, Michael and Ma, Xi... 2022 1 1 2.0 0.006 0.406 100%
56 Cattaneo, Matias D and Jansson, Michael and Ma, Xi... 2020 1 1 2.0 0.006 0.406 100%
57 Cattaneo, Matias D and Jansson, Michael and Ma, Xi... 2024 1 1 2.0 0.006 0.406 100%
58 Hsu, Yu-Chin and Lai, Tsung-Chih and Lieli, Robert... 2022 1 1 2.0 0.006 0.406 100%
59 Bloom, Howard S and others 1993 1 1 2.0 0.006 0.406 100%
60 Doolittle, Fred and others 1993 1 1 2.0 0.006 0.406 100%
61 T. Klein and E. Rio 2005 2 1 1.0 0.013 0.110 0%
62 Donald W.K. Andrews 1994 2 1 1.0 0.013 0.110 0%
63 Sidney I. Resnick 2005 1 1 0.5 0.006 0.087 0%
64 van der Vaart, Aad W. 1998 1 1 0.5 0.006 0.087 0%
65 Luc Devroye and La 1996 1 1 0.5 0.006 0.087 0%
66 Gine 2021 1 1 0.5 0.006 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.