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Citation Analysis

Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making %%%% Cite as %%%% Update your official citation here when published %
Patrick Rehill, Nicholas Biddle
https://arxiv.org/abs/2309.00805
98
Citation mentions
60
Cited references
5
Sections
7,680
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 Ireni Saban, Liza and Sherman, Maya 5 3 7.0 0.051 1.000 100%
2 Mittelstadt, Brent Daniel and Allo, Patrick and Ta... 9 5 15.0 0.092 1.000 100%
3 Athey, Susan and Tibshirani, Julie and Wager, Stef... 5 4 10.0 0.051 1.000 100%
4 Mehrabi, Ninareh and Morstatter, Fred and Saxena, ... 4 3 7.0 0.041 0.928 100%
5 Busuioc, Madalina 4 4 8.0 0.041 0.928 100%
6 Chernozhukov, Victor and Chetverikov, Denis and De... 3 3 6.0 0.031 0.843 100%
7 Citron, Danielle Keats 3 3 6.0 0.031 0.843 100%
8 Paul Hünermund and Beyers Louw and Itamar Caspi 2023 3 2 6.0 0.031 0.737 100%
9 Imbens, Guido W. and Rubin, Donald B. 2 2 3.0 0.020 0.644 100%
10 Corbett-Davies, Sam and Goel, Sharad 2 2 3.0 0.020 0.644 100%
11 Breiman, Leo 2 2 4.0 0.020 0.644 100%
12 Althaus, Catherine and Bridgman, Peter and Davis, ... 3 1 6.0 0.031 0.585 100%
13 Hünermund, Paul and Kaminski, Jermain and Schmitt,... 2021 2 1 2.0 0.020 0.511 100%
14 Nie, Xinkun and Wager, Stefan 2 1 4.0 0.020 0.511 100%
15 Zhou, Zhengyuan and Athey, Susan and Wager, Stefan 2 1 4.0 0.020 0.511 100%
16 Dandl, Susanne and Hothorn, Torsten and Seibold, H... 2 1 4.0 0.020 0.511 100%
17 Schacht, Oliver 2 1 4.0 0.020 0.511 100%
18 Lechner, Michael 2023 1 1 1.0 0.010 0.406 100%
19 Levin-Rozalis, Miri 1 1 1.0 0.010 0.406 100%
20 Alon-Barkat, Saar and Busuioc, Madalina 1 1 1.0 0.010 0.406 100%
21 Olaya, Diego and Coussement, Kristof and Verbeke, ... 2020 1 1 1.0 0.010 0.406 100%
22 Chen, Huigang and Harinen, Totte and Lee, Jeong-Yo... 2020 1 1 1.0 0.010 0.406 100%
23 Hinkley, Sara 2023 1 1 1.0 0.010 0.406 100%
24 Künzel, Sören R. and Sekhon, Jasjeet S. and Bickel... 1 1 2.0 0.010 0.406 100%
25 Imai, Kosuke and Ratkovic, Marc 1 1 2.0 0.010 0.406 100%
26 Wager, Stefan and Athey, Susan 1 1 2.0 0.010 0.406 100%
27 Semenova, Vira and Chernozhukov, Victor 1 1 2.0 0.010 0.406 100%
28 Athey, Susan and Imbens, Guido 1 1 2.0 0.010 0.406 100%
29 Hahn, P. Richard and Murray, Jared S. and Carvalho... 1 1 2.0 0.010 0.406 100%
30 Amram, Maxime and Dunn, Jack and Zhuo, Ying Daisy 1 1 2.0 0.010 0.406 100%
31 Athey, Susan and Wager, Stefan 1 1 2.0 0.010 0.406 100%
32 McFowland, Edward and Gangarapu, Sandeep and Bapna... 1 1 2.0 0.010 0.406 100%
33 Sverdrup, Erik and Kanodia, Ayush and Zhou, Zhengy... 1 1 2.0 0.010 0.406 100%
34 Hedden, Brian 1 1 2.0 0.010 0.406 100%
35 Lipton, Zachary C 1 1 2.0 0.010 0.406 100%
36 Zhou, Jianlong and Chen, Fang and Holzinger, Andre... 1 1 2.0 0.010 0.406 100%
37 Edwards, Lilian and Veale, Michael 1 1 2.0 0.010 0.406 100%
38 National Audit Office 1 1 2.0 0.010 0.406 100%
39 Alikhademi, Kiana and Drobina, Emma and Prioleau, ... 1 1 2.0 0.010 0.406 100%
40 Angwin, Julia and Larson, Jeff and Mattu, Surya an... 1 1 2.0 0.010 0.406 100%
41 Athey, Susan and Wager, Stefan 2019 1 1 2.0 0.010 0.406 100%
42 Skitka, Linda J. and Mosier, Kathleen L. and Burdi... 1 1 2.0 0.010 0.406 100%
43 Santoni de Sio, Filippo and Mecacci, Giulio 1 1 2.0 0.010 0.406 100%
44 Pearl, Judea 1 1 2.0 0.010 0.406 100%
45 Ding, Peng and Miratrix, Luke W. 1 1 2.0 0.010 0.406 100%
46 Greenland, Sander 1 1 2.0 0.010 0.406 100%
47 Groenwold, Rolf H. H. and Palmer, Tom M. and Tilli... 1 1 2.0 0.010 0.406 100%
48 Liu, Wei and Brookhart, M. Alan and Schneeweiss, S... 1 1 2.0 0.010 0.406 100%
49 Sackett, David L. 1 1 2.0 0.010 0.406 100%
50 1 1 2.0 0.010 0.406 100%
51 Chernozhukov, Victor and Kasahara, Hiroyuki and Sc... 1 1 2.0 0.010 0.406 100%
52 Knittel, Christopher R. and Stolper, Samuel 1 1 2.0 0.010 0.406 100%
53 Murakami, Kayo and Shimada, Hideki and Ushifusa, Y... 1 1 2.0 0.010 0.406 100%
54 Besley, Timothy 1 1 2.0 0.010 0.406 100%
55 Devereux, Stephen 1 1 2.0 0.010 0.406 100%
56 Green, Ben and Chen, Yiling 1 1 2.0 0.010 0.406 100%
57 Kaplow, Louis 1 1 2.0 0.010 0.406 100%
58 Aker, Jenny C. and Boumnijel, Rachid and McClellan... 1 1 2.0 0.010 0.406 100%
59 Heiler, Phillip and Knaus, Michael C. 1 1 2.0 0.010 0.406 100%
60 Zarsky, Tal 1 1 1.0 0.010 0.406 100%
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.

Citation intensity data generated from LaTeX source analysis.