Citation Analysis

How do applied researchers use the Causal Forest? A methodological review %%%% Cite as %%%% Update your official citation here when published %
Patrick Rehill
https://arxiv.org/abs/2404.13356
193
Citation mentions
105
Cited references
6
Sections
12,433
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 Wager, Stefan and Athey, Susan 2018 8 6 13.0 0.041 1.000 100%
2 Athey, Susan and Tibshirani, Julie and Wager, Stef... 2019 13 6 20.0 0.067 1.000 100%
3 Rehill, Patrick and Biddle, Nicholas (self) 2024 5 5 9.0 0.026 1.000 100%
4 Seitz, Kevin P. and Spicer, Alexandra B. and Casey... 2023 5 5 10.0 0.026 1.000 100%
5 Guo, Tong and Sriram, S. and Manchanda, Puneet 2021 5 5 10.0 0.026 1.000 100%
6 Yadlowsky, Steve and Fleming, Scott and Shah, Niga... 2023 5 4 9.0 0.026 1.000 100%
7 Bénard, Clément and Josse, Julie 2023 7 3 14.0 0.036 1.000 100%
8 Breiman, Leo 2001 4 4 7.0 0.021 0.928 100%
9 Athey, Susan and Imbens, Guido 2016 4 3 6.0 0.021 0.928 100%
10 Cockx, Bart and Lechner, Michael and Bollens, Joos... 2023 4 4 8.0 0.021 0.928 100%
11 Tibshirani, Julie and Athey, Susan and Sverdrup, E... 2021 4 3 8.0 0.021 0.928 100%
12 Osawa, Itsuki and Goto, Tadahiro and Kudo, Daisuke... 2023 4 3 8.0 0.021 0.928 100%
13 Lechner, Michael 2019 3 3 5.0 0.016 0.843 100%
14 Patrick Rehill (self) 2024 3 3 6.0 0.016 0.843 100%
15 Wager, Stefan 2024 4 2 8.0 0.021 0.811 100%
16 Miao, Wei and Deng, Yiting and Wang, Wei and Liu, ... 2023 3 2 6.0 0.016 0.737 100%
17 Athey, Susan and Wager, Stefan 2019 3 2 6.0 0.016 0.737 100%
18 Dorie, Vincent and Hill, Jennifer and Shalit, Uri ... 2019 2 2 3.0 0.010 0.644 100%
19 Jawadekar, Neal and Kezios, Katrina and Odden, Mic... 2023 2 2 3.0 0.010 0.644 100%
20 Dandl, Susanne and Hothorn, Torsten and Seibold, H... 2022 2 2 3.0 0.010 0.644 100%
21 Inoue, Kosuke and Seeman, Teresa E. and Horwich, T... 2023 2 2 4.0 0.010 0.644 100%
22 Habel, Johannes and Alavi, Sascha and Heinitz, Nic... 2023 2 2 4.0 0.010 0.644 100%
23 Kluger, Dan M and Owen, Art B and Lobell, David B 2022 2 2 4.0 0.010 0.644 100%
24 Wang, Guihua 2022 2 2 4.0 0.010 0.644 100%
25 Xu, Yujie and Loftness, Vivian and Severnini, Edso... 2021 2 2 4.0 0.010 0.644 100%
26 Serra-Garcia, Marta and Szech, Nora 2023 2 2 4.0 0.010 0.644 100%
27 Jakobsen, Kim Daniel and O’Regan, Elisabeth and Sv... 2023 2 2 4.0 0.010 0.644 100%
28 Hines, Oliver and Diaz-Ordaz, Karla and Vansteelan... 2023 2 2 4.0 0.010 0.644 100%
29 Esterzon, Emilie and Lemmens, Aurélie and Van Den ... 2023 2 2 4.0 0.010 0.644 100%
30 Amann, Erwin and Rzepka, Sylvi 2023 2 2 4.0 0.010 0.644 100%
31 Semenova, Vira and Chernozhukov, Victor 2021 2 2 4.0 0.010 0.644 100%
32 Basu, Sumanta and Kumbier, Karl and Brown, James B... 2018 2 2 4.0 0.010 0.644 100%
33 Roland Fiagbe 2021 2 2 4.0 0.010 0.644 100%
34 Wager, Stefan 2018 3 1 6.0 0.016 0.585 100%
35 Nie, Xinkun and Wager, Stefan 2020 2 1 2.0 0.010 0.511 100%
36 Davis, Jonathan M.V. and Heller, Sara B. 2020 2 1 4.0 0.010 0.511 100%
37 Sverdrup, Erik 2021 2 1 4.0 0.010 0.511 100%
38 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 1 1 1.0 0.005 0.406 100%
39 Robinson, P. M. 1988 1 1 1.0 0.005 0.406 100%
40 Page, Matthew J and McKenzie, Joanne E and Bossuyt... 2021 1 1 2.0 0.005 0.406 100%
41 Syrgkanis, Vasilis and Lewis, Greg and Oprescu, Mi... 2021 1 1 2.0 0.005 0.406 100%
42 Kristjanpoller, Werner and Michell, Kevin and Minu... 2021 1 1 2.0 0.005 0.406 100%
43 Zhu, Meihong 2023 1 1 2.0 0.005 0.406 100%
44 Hodler, Roland and Lechner, Michael and Raschky, P... 2023 1 1 2.0 0.005 0.406 100%
45 Holland, Paul W 1986 1 1 2.0 0.005 0.406 100%
46 Abadie, Alberto and Imbens, Guido W. 2006 1 1 2.0 0.005 0.406 100%
47 Sharma, Amit and Syrgkanis, Vasilis and Zhang, Che... 2021 1 1 2.0 0.005 0.406 100%
48 Hirano, Keisuke and Imbens, Guido W. and Ridder, G... 2003 1 1 2.0 0.005 0.406 100%
49 grf-labs 2020 1 1 2.0 0.005 0.406 100%
50 Brock, J. Michelle and De Haas, Ralph 2023 1 1 2.0 0.005 0.406 100%
51 Allen, Jeff and Carbo-Valverde, Santiago and Chakr... 2022 1 1 2.0 0.005 0.406 100%
52 Hodula, Martin and Melecký, Martin and Pfeifer, Lu... 2023 1 1 2.0 0.005 0.406 100%
53 Brooks, John M. and Chapman, Cole G. and Floyd, Sa... 2022 1 1 2.0 0.005 0.406 100%
54 Xue, Qihang and Wang, Huimin and Bai, Caiquan 2023 1 1 2.0 0.005 0.406 100%
55 Cui, Yao and Davis, Andrew M. 2022 1 1 2.0 0.005 0.406 100%
56 Wang, Lin and Wang, Chong (Alex) and Yao, Xinyan 2023 1 1 2.0 0.005 0.406 100%
57 Abadie, Alberto 2005 1 1 2.0 0.005 0.406 100%
58 Turjeman, Dana and Feinberg, Fred M. 2024 1 1 2.0 0.005 0.406 100%
59 Gong, Xiajing and Hu, Meng and Basu, Mahashweta an... 2021 1 1 2.0 0.005 0.406 100%
60 Breiman, Leo 1996 1 1 2.0 0.005 0.406 100%
61 Verstraete, Kenneth and Gyselinck, Iwein and Huts,... 2023 1 1 2.0 0.005 0.406 100%
62 Kianmehr, Hamed and Guo, Jingchuan and Lin, Yilu a... 2022 1 1 2.0 0.005 0.406 100%
63 Coleman, Eric A and Schultz, Bill and Parker, A Ra... 2023 1 1 2.0 0.005 0.406 100%
64 Rudin, Cynthia 2019 1 1 2.0 0.005 0.406 100%
65 Fukai, Taiyo and Ichimura, Hidehiko and Kawata, Ke... 2021 1 1 2.0 0.005 0.406 100%
66 Mesplé-Somps, Sandrine and Nilsson, Björn 2023 1 1 2.0 0.005 0.406 100%
67 Yu, Chengfeng and Yu, Jiyu and Gao, Da 2024 1 1 2.0 0.005 0.406 100%
68 Strobl, Carolin and Boulesteix, Anne-Laure and Kne... 2008 1 1 2.0 0.005 0.406 100%
69 Venkatasubramaniam, Ashwini and Mateen, Bilal A. a... 2023 1 1 2.0 0.005 0.406 100%
70 Dylong, Patrick and Uebelmesser, Silke 2024 1 1 2.0 0.005 0.406 100%
71 Xu, Yizhe and Bechler, Katelyn and Callahan, Aliso... 2023 1 1 2.0 0.005 0.406 100%
72 Oprescu, Miruna and Syrgkanis, Vasilis and Battocc... 2019 1 1 2.0 0.005 0.406 100%
73 Yin, Weiwen and Huo, Weidong and Lin, Danyang 2023 1 1 2.0 0.005 0.406 100%
74 Deines, Jillian M. and Guan, Kaiyu and Lopez, Brun... 2023 1 1 2.0 0.005 0.406 100%
75 Zhou, Hui‐min and Zhan, Rong‐jian and Chen, Xuanyu... 2023 1 1 2.0 0.005 0.406 100%
76 Zhou, Zhuoming and Jian, Bohao and Chen, Xuanyu an... 2023 1 1 2.0 0.005 0.406 100%
77 Banerjee, Mousumi and Ding, Ying and Noone, Anne-M... 2012 1 1 2.0 0.005 0.406 100%
78 Frosst, Nicholas and Hinton, Geoffrey 2017 1 1 2.0 0.005 0.406 100%
79 Dao, Tri and Kamath, Govinda M. and Syrgkanis, Vas... 2021 1 1 2.0 0.005 0.406 100%
80 Athey, Susan and Wager, Stefan 2020 1 1 2.0 0.005 0.406 100%
81 Zhou, Zhengyuan and Athey, Susan and Wager, Stefan 2023 1 1 2.0 0.005 0.406 100%
82 Sverdrup, Erik and Kanodia, Ayush and Zhou, Zhengy... 2020 1 1 2.0 0.005 0.406 100%
83 Zhang, Weijia and Li, Jiuyong and Liu, Lin 2022 1 1 2.0 0.005 0.406 100%
84 Zhang, Zhuoran and Akinci, Burcu and Qian, Sean 2022 1 1 2.0 0.005 0.406 100%
85 Elamin, Obbey A. 2023 1 1 2.0 0.005 0.406 100%
86 Huber, Martin and Meier, Jonas and Wallimann, Hann... 2022 1 1 2.0 0.005 0.406 100%
87 Elek, Péter and Bíró, Anikó 2021 1 1 2.0 0.005 0.406 100%
88 Nilsson, Anton and Bonander, Carl and Strömberg, U... 2019 1 1 2.0 0.005 0.406 100%
89 Leite, Walter L. and Kuang, Huan and Shen, Zuchao ... 2022 1 1 2.0 0.005 0.406 100%
90 Chen, Yixing and Lee, Ju-Yeon and Sridhar, Shrihar... 2020 1 1 2.0 0.005 0.406 100%
91 Zhu, Meihong 2022 1 1 2.0 0.005 0.406 100%
92 Wooldridge, Jeffrey M. 2013 1 1 2.0 0.005 0.406 100%
93 Robins, James M. and Rotnitzky, Andrea and Zhao, L... 1994 1 1 2.0 0.005 0.406 100%
94 Bittencourt, Wanderson Rocha and Albuquerque, Pedr... 2020 1 1 2.0 0.005 0.406 100%
95 Cattaneo, Matias D. and Frandsen, Brigham R. and T... 2015 1 1 2.0 0.005 0.406 100%
96 Rambachan, Ashesh and Roth, Jonathan 2023 1 1 2.0 0.005 0.406 100%
97 Hahn, P. Richard and Murray, Jared S. and Carvalho... 2019 1 1 2.0 0.005 0.406 100%
98 Künzel, Sören R. and Sekhon, Jasjeet S. and Bickel... 2019 1 1 2.0 0.005 0.406 100%
99 Chernozhukov, Victor and Demirer, Mert and Duflo, ... 2023 1 1 2.0 0.005 0.406 100%
100 Rehill, Patrick and Biddle, Nicholas (self) 2023 1 1 2.0 0.005 0.406 100%
101 Ross, Eric L. and Bossarte, Robert M. and Dobscha,... 2024 1 1 2.0 0.005 0.406 100%
102 Hernán, Miguel A. and Wang, Wei and Leaf, David E. 2022 1 1 2.0 0.005 0.406 100%
103 Sverdrup, Erik and Petukhova, Maria and Wager, Ste... 2024 1 1 2.0 0.005 0.406 100%
104 Connelly, Roxanne and Playford, Christopher J. and... 2016 1 1 1.0 0.005 0.406 100%
105 1 1 1.0 0.005 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.