← Back to paper list

Citation Analysis

A Unifying Framework for Robust and Efficient Inference with Unstructured Data
Jacob Carlson, Melissa Dell
https://arxiv.org/abs/2505.00282
274
Citation mentions
117
Cited references
8
Sections
15,831
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 Rubin, Donald B. 1976 6 5 8.5 0.022 1.000 100%
2 Robins, James M. and Rotnitzky, Andrea and Zhao, L... 1994 6 3 7.0 0.022 1.000 100%
3 Angelopoulos, Anastasios N. and Bates, Stephen and... 2023 7 4 8.5 0.026 1.000 100%
4 Chen, Xiaohong and Hong, Han and Tarozzi, Alessand... 2008 5 4 6.0 0.018 1.000 100%
5 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 7 6 11.5 0.026 1.000 100%
6 Chernozhukov, Victor and Newey, Whitney K. and Sin... 2022 5 4 6.5 0.018 1.000 100%
7 Zrnic, Tijana and Candès, Emmanuel J. 2024 7 4 11.0 0.026 1.000 100%
8 van 1998 8 5 13.0 0.029 1.000 100%
9 Chernozhukov, Victor and Escanciano, Juan Carlos a... 2022 5 4 8.5 0.018 1.000 100%
10 Kennedy, Edward H. 2023 7 5 14.0 0.026 1.000 100%
11 Baker, Scott R. and Bloom, Nicholas and Davis, Ste... 2016 15 3 30.0 0.055 1.000 100%
12 Little, Roderick and Rubin, Donald 2019 4 3 4.0 0.015 0.928 100%
13 Chernozhukov, Victor and Newey, Whitney and Quinta... 2022 4 4 5.5 0.015 0.928 100%
14 Rubin, Donald B 1978 4 4 5.5 0.015 0.928 100%
15 Imbens, Guido W. and Rubin, Donald B. 2015 4 4 5.5 0.015 0.928 100%
16 Schuler, Alejandro and van der Laan, Mark 2024 4 4 8.0 0.015 0.928 100%
17 Kluger, Dan M. and Lu, Kerri and Zrnic, Tijana and... 2025 5 2 4.0 0.018 0.874 100%
18 Kallus, Nathan and Mao, Xiaojie 2024 5 2 8.5 0.018 0.874 100%
19 Caldara, Dario and Iacoviello, Matteo 2022 9 2 18.0 0.033 0.874 100%
20 Bang, Heejung and Robins, James M. 2005 3 3 3.5 0.011 0.843 100%
21 Egami, Naoki and Hinck, Musashi and Stewart, Brand... 2023 3 3 3.5 0.011 0.843 100%
22 List, John A. and Muir, Ian and Sun, Gregory 2024 3 3 4.5 0.011 0.843 100%
23 Nakamura, Kentaro 2025 3 3 4.5 0.011 0.843 100%
24 Neyman, Jerzy 1923 3 3 4.5 0.011 0.843 100%
25 Rubin, Donald B 1974 3 3 4.5 0.011 0.843 100%
26 Ludwig, Jens and Mullainathan, Sendhil and Rambach... 2024 4 2 2.5 0.015 0.811 100%
27 Angelopoulos, Anastasios N. and Duchi, John C. and... 2024 4 2 3.5 0.015 0.811 100%
28 Ji, Wenlong and Lei, Lihua and Zrnic, Tijana 2025 4 2 3.5 0.015 0.811 100%
29 Robins, James M. and Rotnitzky, Andrea 1995 3 2 2.0 0.011 0.737 100%
30 Schennach, Susanne M. 2016 3 2 2.5 0.011 0.737 100%
31 Zrnic, Tijana and Candès, Emmanuel J. 2024 3 2 3.0 0.011 0.737 100%
32 Newey, Whitney K. 1994 3 2 3.0 0.011 0.737 100%
33 Wager, Stefan 2024 3 2 6.0 0.011 0.737 100%
34 Klaassen, Sven and Teichert-Kluge, Jan and Bach, P... 2024 3 2 6.0 0.011 0.737 100%
35 Dell, Melissa and Carlson, Jacob and Bryan, Tom an... (self) 2023 3 2 6.0 0.011 0.737 100%
36 Warner, Benjamin and Chaffin, Antoine and Clavié, ... 2024 3 2 6.0 0.011 0.737 100%
37 Robins, James M. and Rotnitzky, Andrea and Zhao, L... 1995 2 2 1.5 0.007 0.644 100%
38 Rambachan, Ashesh and Singh, Rahul and Viviano, Da... 2024 2 2 1.5 0.007 0.644 100%
39 Chen, Xiaohong and Hong, Han and Tamer, Elie 2005 2 2 1.5 0.007 0.644 100%
40 Luedtke, Alex 2024 2 2 3.0 0.007 0.644 100%
41 Pfanzagl, J. 1982 2 2 2.5 0.007 0.644 100%
42 Schennach, Susanne 2022 2 2 2.5 0.007 0.644 100%
43 Hirano, Keisuke and Imbens, Guido W. and Ridder, G... 2003 2 2 2.5 0.007 0.644 100%
44 Scharfstein, Daniel O. and Rotnitzky, Andrea and R... 1999 2 2 2.5 0.007 0.644 100%
45 Ichimura, Hidehiko and Newey, Whitney K. 2022 2 2 2.5 0.007 0.644 100%
46 Drews, Selina and Kohler, Michael 2024 2 2 4.0 0.007 0.644 100%
47 Hines, Oliver and Dukes, Oliver and Diaz-Ordaz, Ka... 2022 2 2 4.0 0.007 0.644 100%
48 Owen, Art B. 2013 2 2 4.0 0.007 0.644 100%
49 Zhang, Yuqian and Chakrabortty, Abhishek and Bradi... 2023 3 1 6.0 0.011 0.585 100%
50 Blandhol, Christine and Bonney, John and Mogstad, ... 2022 3 1 6.0 0.011 0.585 100%
51 Callaway, Brantly and Sant’Anna, Pedro H. C. 2021 3 1 6.0 0.011 0.585 100%
52 van der Laan, Mark J. and Rubin, Daniel 2006 2 1 4.0 0.007 0.511 100%
53 Deaton, Angus 1985 2 1 4.0 0.007 0.511 100%
54 Fuller, Wayne A. 1987 2 1 4.0 0.007 0.511 100%
55 Broska, David and Howes, Michael and Van Loon, Aus... 2025 2 1 4.0 0.007 0.511 100%
56 Gibson, John and Olivia, Susan and Boe-Gibson, Geu... 2020 1 1 1.0 0.004 0.406 100%
57 NASA 2025 1 1 1.0 0.004 0.406 100%
58 European Centre for Medium-Range Weather Forecasts 2025 1 1 1.0 0.004 0.406 100%
59 Climate Hazards Center, UC Santa Barbara 2025 1 1 1.0 0.004 0.406 100%
60 NASA and JAXA 2025 1 1 1.0 0.004 0.406 100%
61 NASA and USDA 2025 1 1 1.0 0.004 0.406 100%
62 USGS and NASA 2025 1 1 1.0 0.004 0.406 100%
63 European Space Agency 2025 1 1 1.0 0.004 0.406 100%
64 Goodfellow, Ian and Bengio, Yoshua and Courville, ... 2016 1 1 1.0 0.004 0.406 100%
65 Gentzkow, Matthew and Kelly, Bryan and Taddy, Matt 2019 1 1 1.0 0.004 0.406 100%
66 Dell, Melissa (self) 2025 1 1 1.0 0.004 0.406 100%
67 Ben-David, Shai and Blitzer, John and Crammer, Kob... 2010 1 1 1.0 0.004 0.406 100%
68 Vafa, Keyon and Rambachan, Ashesh and Mullainathan... 2024 1 1 1.0 0.004 0.406 100%
69 van der Laan, Lars and Bibaut, Aurelien and Kallus... 2025 1 1 1.0 0.004 0.406 100%
70 Egami, Naoki and Hinck, Musashi and Stewart, Brand... 2024 1 1 0.5 0.004 0.406 100%
71 Bickel, Peter J. and Klaassen, Chris A.J. and Rito... 1998 1 1 0.5 0.004 0.406 100%
72 Ackerberg, D. and Chen, X. and Hahn, J. and Liao, ... 2014 1 1 0.5 0.004 0.406 100%
73 Kennedy, Edward H. 2016 1 1 0.5 0.004 0.406 100%
74 Kennedy, Edward H. 2018 1 1 0.5 0.004 0.406 100%
75 Chen, Xiaohong and Hong, Han and Nekipelov, Denis 2011 1 1 0.5 0.004 0.406 100%
76 Athey, Susan and Chetty, Raj and Imbens, Guido and... 2019 1 1 0.5 0.004 0.406 100%
77 Ding, Peng and Li, Fan 2018 1 1 0.5 0.004 0.406 100%
78 Tsiatis, Anastasios 2006 1 1 2.0 0.004 0.406 100%
79 Chi, Guanghua and Fang, Han and Chatterjee, Sourav... 2022 1 1 2.0 0.004 0.406 100%
80 Battaglia, Laura and Christensen, Timothy and Hans... 2024 1 1 2.0 0.004 0.406 100%
81 D’Amour, Alexander and Ding, Peng and Feller, Avi ... 2021 1 1 2.0 0.004 0.406 100%
82 Wang, Sherrie and Di Tommaso, Stefania and Deines,... 2020 1 1 2.0 0.004 0.406 100%
83 Chen, Xiaohong and White, H. 1999 1 1 2.0 0.004 0.406 100%
84 Farrell, Max H. and Liang, Tengyuan and Misra, San... 2021 1 1 2.0 0.004 0.406 100%
85 Chen, Xiaohong and Santos, Andres 2018 1 1 2.0 0.004 0.406 100%
86 Vaswani, Ashish and Shazeer, Noam and Parmar, Niki... 2017 1 1 2.0 0.004 0.406 100%
87 Stone, Charles J. 1982 1 1 2.0 0.004 0.406 100%
88 Robins, James and Li, Lingling and Tchetgen, Eric ... 2008 1 1 2.0 0.004 0.406 100%
89 Robins, James M. and Li, Lingling and Mukherjee, R... 2017 1 1 2.0 0.004 0.406 100%
90 Liu, Lin and Mukherjee, Rajarshi and Newey, Whitne... 2023 1 1 2.0 0.004 0.406 100%
91 Chen, Xiaohong and Liu, Ying and Ma, Shujie and Zh... 2024 1 1 2.0 0.004 0.406 100%
92 Sainz, Oscar and Garcia-Ferrero, Iker and Jacovi, ... (self) 2024 1 1 2.0 0.004 0.406 100%
93 Sarkar, Suproteem and Vafa, Keyon 2024 1 1 2.0 0.004 0.406 100%
94 Chen, Qizhao and Syrgkanis, Vasilis and Austern, M... 2024 1 1 2.0 0.004 0.406 100%
95 Rotnitzky, Andrea and Robins, James M. and Scharfs... 1998 1 1 2.0 0.004 0.406 100%
96 Cheng, Heng-Tze and Koc, Levent and Harmsen, Jerem... 2016 1 1 2.0 0.004 0.406 100%
97 Arora, Abhishek and Silcock, Emily and Dell, Melis... (self) 2024 1 1 2.0 0.004 0.406 100%
98 Cattaneo, Matias D. and Titiunik, Rocío 2022 1 1 2.0 0.004 0.406 100%
99 Bibaut, Aurelien F. and van der Laan, Mark J. 2017 1 1 2.0 0.004 0.406 100%
100 Noack, Claudia and Olma, Tomasz and Rothe, Christo... 2024 1 1 2.0 0.004 0.406 100%
101 Kennedy, Edward H. and Ma, Zongming and McHugh, Ma... 2017 1 1 2.0 0.004 0.406 100%
102 Semenova, Vira and Chernozhukov, Victor 2021 1 1 2.0 0.004 0.406 100%
103 Cattaneo, Matias D. and Idrobo, Nicolas and Titiun... 2024 1 1 2.0 0.004 0.406 100%
104 Khan, Shakeeb and Tamer, Elie 2010 1 1 2.0 0.004 0.406 100%
105 Yang, Daniel and Tsai, Yao-Hung Hubert and Yamada,... 2024 1 1 2.0 0.004 0.406 100%
106 Fisch, Adam and Maynez, Joshua and Hofer, R. Alex ... 2024 1 1 2.0 0.004 0.406 100%
107 Angelopoulos, Anastasios N. and Eisenstein, Jacob ... 2025 1 1 2.0 0.004 0.406 100%
108 Bach, Philipp and Schacht, Oliver and Chernozhukov... 2024 1 1 2.0 0.004 0.406 100%
109 He, Pengcheng and Gao, Jianfeng and Chen, Weizhu 2023 1 1 2.0 0.004 0.406 100%
110 Nussbaum, Zach and Morris, John X. and Duderstadt,... 2024 1 1 2.0 0.004 0.406 100%
111 Yin, Wenpeng and Hay, Jamaal and Roth, Dan 2019 1 1 2.0 0.004 0.406 100%
112 Grattafiori, Aaron and Dubey, Abhimanyu and Jauhri... 2024 1 1 2.0 0.004 0.406 100%
113 Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton ... 2019 1 1 2.0 0.004 0.406 100%
114 Richardson, Thomas S. and Robins, James M. 2013 1 1 2.0 0.004 0.406 100%
115 Pearl, Judea 1995 1 1 2.0 0.004 0.406 100%
116 Kallenberg, Olav 2021 1 1 2.0 0.004 0.406 100%
117 Cytrynbaum, Max 2021 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.