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Citation Analysis

A primer on optimal transport for causal inference with observational data
Florian F Gunsilius
https://arxiv.org/abs/2503.07811
262
Citation mentions
144
Cited references
8
Sections
11,201
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 Imbens, Guido W 2006 10 4 18.0 0.038 1.000 100%
2 Imbens, Guido W and Newey, Whitney K 2009 7 5 13.0 0.027 1.000 100%
3 Villani, Ce 2021 5 4 10.0 0.019 1.000 100%
4 Pearl, Judea 2009 8 6 16.0 0.031 1.000 100%
5 Balke, Alexander and Pearl, Judea 1994 6 4 12.0 0.023 1.000 100%
6 Torgovitsky, Alexander 2015 10 4 20.0 0.038 1.000 100%
7 Ropponen, Olli 2011 4 3 7.0 0.015 0.928 100%
8 Balke, Alexander and Pearl, Judea 1997 4 3 8.0 0.015 0.928 100%
9 Abadie, Alberto and Diamond, Alexis and Hainmuelle... 2010 4 3 8.0 0.015 0.928 100%
10 Gunsilius, Florian F (self) 2023 8 2 16.0 0.031 0.874 100%
11 Torous, William and Gunsilius, Florian and Rigolle... (self) 2024 8 2 16.0 0.031 0.874 100%
12 Imbens, Guido W and Rubin, Donald B 2015 3 3 5.0 0.011 0.843 100%
13 Rachev, Svetlozar T and Ru 2006 3 3 6.0 0.011 0.843 100%
14 Rubin, Donald B 1974 3 3 6.0 0.011 0.843 100%
15 Balakrishnan, Sivaraman and Kennedy, Edward and Wa... 2023 3 3 6.0 0.011 0.843 100%
16 Card, David and Krueger, Alan B 1994 4 2 6.0 0.015 0.811 100%
17 Gunsilius, Florian F (self) 2023 4 2 7.0 0.015 0.811 100%
18 D'Haultfoe 2015 4 2 8.0 0.015 0.811 100%
19 Imbens, Guido W 2007 3 2 4.0 0.011 0.737 100%
20 Agueh, Martial and Carlier, Guillaume 2011 3 2 6.0 0.011 0.737 100%
21 Qu, Zhaonan and Kwon, Yongchan 2024 3 2 6.0 0.011 0.737 100%
22 Carlier, Guillaume and Chernozhukov, Victor and Ga... 2016 2 2 4.0 0.008 0.644 100%
23 del Barrio, Eustasio and Sanz, Alberto Gonzalez an... 2024 2 2 4.0 0.008 0.644 100%
24 Cuturi, Marco 2013 2 2 4.0 0.008 0.644 100%
25 Chizat, Lenaic and Peyre 2018 2 2 4.0 0.008 0.644 100%
26 Liero, Matthias and Mielke, Alexander and Savare 2018 2 2 4.0 0.008 0.644 100%
27 Se 2023 2 2 4.0 0.008 0.644 100%
28 Villani, Ce 2009 2 2 4.0 0.008 0.644 100%
29 Brenier, Yann 1991 2 2 4.0 0.008 0.644 100%
30 Blanchet, Jose and Kang, Yang and Murthy, Karthyek 2019 2 2 4.0 0.008 0.644 100%
31 Abadie, Alberto 2021 4 1 8.0 0.015 0.644 100%
32 Arkhangelsky, Dmitry and Athey, Susan and Hirshber... 2021 2 2 4.0 0.008 0.644 100%
33 Stuart, Elizabeth A 2010 4 1 8.0 0.015 0.644 100%
34 Chiappori, Pierre-Andre 2017 3 1 6.0 0.011 0.585 100%
35 Kloeckner, Beno\^\i 2010 3 1 6.0 0.011 0.585 100%
36 Heckman, James J and Smith, Jeffrey and Clements, ... 1997 2 1 2.0 0.008 0.511 100%
37 Neumark, David and Wascher, William 2000 2 1 2.0 0.008 0.511 100%
38 Peters, Jonas and Janzing, Dominik and Scho 2017 2 1 4.0 0.008 0.511 100%
39 Matzkin, Rosa L 2003 2 1 4.0 0.008 0.511 100%
40 McCann, Robert J and Pass, Brendan 2020 2 1 4.0 0.008 0.511 100%
41 Gunsilius, Florian (self) 2019 2 1 4.0 0.008 0.511 100%
42 Blanchet, Jose and Murthy, Karthyek 2019 2 1 4.0 0.008 0.511 100%
43 Gao, Rui and Kleywegt, Anton 2023 2 1 4.0 0.008 0.511 100%
44 Abadie, Alberto and Diamond, Alexis and Hainmuelle... 2015 2 1 4.0 0.008 0.511 100%
45 Van Dijcke, David and Gunsilius, Florian and Wrigh... (self) 2024 2 1 4.0 0.008 0.511 100%
46 Gunsilius, Florian and Hsieh, Meng Hsuan and Lee, ... (self) 2024 2 1 4.0 0.008 0.511 100%
47 Gunsilius, Florian and Xu, Yuliang (self) 2021 2 1 4.0 0.008 0.511 100%
48 Holland, Paul W 1986 1 1 1.0 0.004 0.406 100%
49 Angrist, Joshua D and Pischke, Jo 2009 1 1 1.0 0.004 0.406 100%
50 Heckman, James J and Smith, Jeffrey A 1999 1 1 1.0 0.004 0.406 100%
51 Trygve Haavelmo 1943 1 1 1.0 0.004 0.406 100%
52 Jan Tinbergen 1930 1 1 1.0 0.004 0.406 100%
53 Wright, Philip Green 1928 1 1 1.0 0.004 0.406 100%
54 Heckman, James J 2001 1 1 1.0 0.004 0.406 100%
55 Lin, Zhenhua and Kong, Dehan and Wang, Linbo 2023 1 1 1.0 0.004 0.406 100%
56 Monge, Gaspard 1781 1 1 2.0 0.004 0.406 100%
57 Kantorovich, LV 1942 1 1 2.0 0.004 0.406 100%
58 Galichon, Alfred 2018 1 1 2.0 0.004 0.406 100%
59 Gunsilius, Florian and Schennach, Susanne (self) 2023 1 1 2.0 0.004 0.406 100%
60 Benamou, Jean-David and Brenier, Yann 2000 1 1 2.0 0.004 0.406 100%
61 Backhoff-Veraguas, Julio and Pammer, Gudmund 2022 1 1 2.0 0.004 0.406 100%
62 Gozlan, Nathael and Roberto, Cyril and Samson, Pau... 2017 1 1 2.0 0.004 0.406 100%
63 Carlier, Guillaume and Ekeland, Ivar 2010 1 1 2.0 0.004 0.406 100%
64 Jordan, Richard and Kinderlehrer, David and Otto, ... 1998 1 1 2.0 0.004 0.406 100%
65 Peyre 2019 1 1 2.0 0.004 0.406 100%
66 Santambrogio, Filippo 2015 1 1 2.0 0.004 0.406 100%
67 Hoderlein, Stefan and Mammen, Enno 2007 1 1 2.0 0.004 0.406 100%
68 Neyman, Jerzy 1990 1 1 2.0 0.004 0.406 100%
69 Holland, Paul W 1988 1 1 2.0 0.004 0.406 100%
70 Judea Pearl 2009 1 1 2.0 0.004 0.406 100%
71 Cheridito, Patrick and Eckstein, Stephan 2023 1 1 2.0 0.004 0.406 100%
72 Tu, Ruibo and Zhang, Kun and Kjellstro 2022 1 1 2.0 0.004 0.406 100%
73 Backhoff-Veraguas, Julio and Pammer, Gudmund 2022 1 1 2.0 0.004 0.406 100%
74 Imbens, Guido W. 2020 1 1 2.0 0.004 0.406 100%
75 Doksum, Kjell 1974 1 1 2.0 0.004 0.406 100%
76 Heckman, James J and Vytlacil, Edward 2005 1 1 2.0 0.004 0.406 100%
77 Robins, James M 1989 1 1 2.0 0.004 0.406 100%
78 Robins, James 1992 1 1 2.0 0.004 0.406 100%
79 Stijn Vansteelandt and Marshall Joffe 2014 1 1 2.0 0.004 0.406 100%
80 van der Laan 2003 1 1 2.0 0.004 0.406 100%
81 McCann, Robert J 1999 1 1 2.0 0.004 0.406 100%
82 Aronow, Peter M and Green, Donald P and Lee, Donal... 2014 1 1 2.0 0.004 0.406 100%
83 Fan, Yanqin and Park, Sang Soo 2010 1 1 2.0 0.004 0.406 100%
84 Heckman, James J and Smith, Jeffrey A 1995 1 1 2.0 0.004 0.406 100%
85 Cambanis, Stamatis and Simons, Gordon and Stout, W... 1976 1 1 2.0 0.004 0.406 100%
86 De Lara, Lucas and Gonza 2024 1 1 2.0 0.004 0.406 100%
87 Chernozhukov, Victor and Galichon, Alfred and Hall... 2017 1 1 2.0 0.004 0.406 100%
88 Chernozhukov, Victor and Galichon, Alfred and Henr... 2021 1 1 2.0 0.004 0.406 100%
89 Fan, Yanqin and Henry, Marc and Pass, Brendan and ... 2022 1 1 2.0 0.004 0.406 100%
90 Rockafellar, R. Tyrrell 1 1 2.0 0.004 0.406 100%
91 Heckman, James 1990 1 1 2.0 0.004 0.406 100%
92 Hoderlein, Stefan and Holzmann, Hajo and Kasy, Max... 2017 1 1 2.0 0.004 0.406 100%
93 Holmes, Richard B 1973 1 1 2.0 0.004 0.406 100%
94 Moreau, Jean-Jacques 1965 1 1 2.0 0.004 0.406 100%
95 Mas-Colell, Andreu and Whinston, Michael D. and Gr... 1995 1 1 2.0 0.004 0.406 100%
96 Manski, Charles F 1990 1 1 2.0 0.004 0.406 100%
97 Kitagawa, Toru 2021 1 1 2.0 0.004 0.406 100%
98 Russell, Thomas M 2021 1 1 2.0 0.004 0.406 100%
99 Manski, Charles F 1999 1 1 2.0 0.004 0.406 100%
100 Manski, Charles F 2003 1 1 2.0 0.004 0.406 100%
101 Bogachev, Vladimir Igorevich 2007 1 1 2.0 0.004 0.406 100%
102 Dawson, Donald A and Ga 1987 1 1 2.0 0.004 0.406 100%
103 Fo 1988 1 1 2.0 0.004 0.406 100%
104 Cattiaux, Patrick and Leonard, Christian 1995 1 1 2.0 0.004 0.406 100%
105 Kilbertus, Niki and Kusner, Matt J and Silva, Rica... 2020 1 1 2.0 0.004 0.406 100%
106 Klatt, Marcel and Munk, Axel and Zemel, Yoav 2022 1 1 2.0 0.004 0.406 100%
107 Fang, Zheng and Santos, Andres and Shaikh, Azeem M... 2023 1 1 2.0 0.004 0.406 100%
108 Bound, John and Jaeger, David A and Baker, Regina ... 1995 1 1 2.0 0.004 0.406 100%
109 Stock, James H and Wright, Jonathan H and Yogo, Mo... 2002 1 1 2.0 0.004 0.406 100%
110 Gunsilius, Florian F (self) 2021 1 1 2.0 0.004 0.406 100%
111 Pearl, Judea 1995 1 1 2.0 0.004 0.406 100%
112 Roth, Jonathan and Sant’Anna, Pedro HC and Bilinsk... 2023 1 1 2.0 0.004 0.406 100%
113 Abadie, Alberto 2005 1 1 2.0 0.004 0.406 100%
114 Callaway, Brantly and Li, Tong 2019 1 1 2.0 0.004 0.406 100%
115 Roth, Jonathan and Sant'Anna, Pedro HC 2023 1 1 2.0 0.004 0.406 100%
116 Bonhomme, Ste 2011 1 1 2.0 0.004 0.406 100%
117 Ekeland, Ivar and Galichon, Alfred and Henry, Marc 2012 1 1 2.0 0.004 0.406 100%
118 Bunne, Charlotte and Schiebinger, Geoffrey and Kra... 2024 1 1 2.0 0.004 0.406 100%
119 Abadie, Alberto and Gardeazabal, Javier 2003 1 1 2.0 0.004 0.406 100%
120 Bonneel, Nicolas and Peyre 2016 1 1 2.0 0.004 0.406 100%
121 Werenski, Matthew and Jiang, Ruijie and Tasissa, A... 2022 1 1 2.0 0.004 0.406 100%
122 Me 2020 1 1 2.0 0.004 0.406 100%
123 Fan, Jiaojiao and Alvarez-Melis, David 2023 1 1 2.0 0.004 0.406 100%
124 Zhang, Lu and Zhang, Xiaomeng and Zhang, Xinyu 2024 1 1 2.0 0.004 0.406 100%
125 Me 2014 1 1 2.0 0.004 0.406 100%
126 Ben-Michael, Eli and Feller, Avi and Hirshberg, Da... 2021 1 1 2.0 0.004 0.406 100%
127 Hainmueller, Jens 2012 1 1 2.0 0.004 0.406 100%
128 Imai, Kosuke and Ratkovic, Marc 2014 1 1 2.0 0.004 0.406 100%
129 Dong, Mingze and Wang, Bao and Wei, Jessica and de... 2023 1 1 2.0 0.004 0.406 100%
130 Yan, Yuguang and Zhou, Hao and Yang, Zeqin and Che... 2024 1 1 2.0 0.004 0.406 100%
131 Austin, Peter C 2011 1 1 2.0 0.004 0.406 100%
132 Rosenbaum, Paul R and Rubin, Donald B 1983 1 1 2.0 0.004 0.406 100%
133 Kallus, Nathan 2020 1 1 2.0 0.004 0.406 100%
134 Morucci, Marco and Orlandi, Vittorio and Roy, Sude... 2020 1 1 2.0 0.004 0.406 100%
135 Rosenbaum, Paul R 1989 1 1 2.0 0.004 0.406 100%
136 Rosenbaum, Paul R 2020 1 1 2.0 0.004 0.406 100%
137 Rubin, Donald B 1973 1 1 2.0 0.004 0.406 100%
138 Kullback, Solomon and Leibler, Richard A 1951 1 1 2.0 0.004 0.406 100%
139 Kullback, Solomon 1959 1 1 2.0 0.004 0.406 100%
140 Csisza 1967 1 1 2.0 0.004 0.406 100%
141 Csisza 1975 1 1 2.0 0.004 0.406 100%
142 Galichon, Alfred and Salanie 2010 1 1 2.0 0.004 0.406 100%
143 Figalli, Alessio 2010 1 1 2.0 0.004 0.406 100%
144 Kitagawa, Jun and Pass, Brendan 2015 1 1 2.0 0.004 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.