Citation Analysis

\large\bfUncertainty-Aversion of Machine Learning Predictions
Yuan Liao, Xinjie Ma, Andreas Neuhierl, Linda Schilling
https://arxiv.org/abs/2503.00549
119
Citation mentions
77
Cited references
8
Sections
7,398
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 Garlappi, Lorenzo and Uppal, Raman and Wang, Tan 2007 7 3 9.5 0.059 1.000 100%
2 Gu, Shihao and Kelly, Bryan and Xiu, Dacheng 2020 4 3 7.0 0.034 0.928 100%
3 Fan, Jianqing and Ke, Zheng Tracy and Liao, Yuan a... (self) 2022 4 3 6.5 0.034 0.928 100%
4 Kozak, Serhiy and Nagel, Stefan and Santosh, Shrih... 2020 3 3 3.5 0.025 0.843 100%
5 Allena, Rohit 2021 4 2 5.0 0.034 0.811 100%
6 Bianchi, Daniele and Bu 2021 3 2 5.0 0.025 0.737 100%
7 Kelly, Bryan T and Malamud, Semyon and Zhou, Kangy... 2021 3 2 4.0 0.025 0.737 100%
8 Didisheim, Antoine and Ke, Shikun Barry and Kelly,... 2023 3 2 4.0 0.025 0.737 100%
9 DeMiguel, Victor and Garlappi, Lorenzo and Uppal, ... 2009 2 2 3.0 0.017 0.644 100%
10 Davidson, Russell and MacKinnon, James G 1999 2 2 3.0 0.017 0.644 100%
11 Andrews, Donald WK 2002 2 2 3.0 0.017 0.644 100%
12 Ao, Mengmeng and Li, Yingying and Zheng, Xinghua 2019 2 2 3.0 0.017 0.644 100%
13 Barras, Laurent and Scaillet, Olivier and Wermers,... 2010 2 2 3.0 0.017 0.644 100%
14 Harvey, Campbell R and Liu, Yan 2020 2 2 3.0 0.017 0.644 100%
15 Kelly, Bryan T and Pruitt, Seth and Su, Yinan 2019 2 2 2.5 0.017 0.644 100%
16 Li, Bin and Rossi, Alberto and Yan, S and Zheng, L... 2024 2 2 1.5 0.017 0.644 100%
17 Bessembinder, Hendrik 2018 2 2 4.0 0.017 0.644 100%
18 Hansen, Lars Peter and Sargent, Thomas J 2008 3 3 3.0 0.025 0.585 33%
19 Anderson, Evan W and Cheng, Ai-Ru 2016 3 2 1.5 0.025 0.511 33%
20 Chen, Xiaohong and White, Halbert 1999 2 2 1.0 0.017 0.511 50%
21 Gagliardini, Patrick and Ossola, Elisa and Scaille... 2016 2 1 4.0 0.017 0.511 100%
22 Bai, J. 2009 2 1 4.0 0.017 0.511 100%
23 Schmidt-Hieber, Johannes 2020 2 2 2.5 0.017 0.511 50%
24 Jensen, Theis Ingerslev and Kelly, Bryan and Peder... 2022 2 2 2.5 0.017 0.511 50%
25 Fama, Eugene F and French, Kenneth R 1993 2 1 4.0 0.017 0.511 100%
26 Cong, Lin William and Tang, Ke and Wang, Jingyuan ... 2021 1 1 1.0 0.008 0.406 100%
27 Patton, Andrew J and Weller, Brian M 2022 1 1 1.0 0.008 0.406 100%
28 Filipovic, Damir and Schneider, Paul 2024 1 1 1.0 0.008 0.406 100%
29 Freyberger, Joachim and Neuhierl, Andreas and Webe... (self) 2020 1 1 0.5 0.008 0.406 100%
30 Chen, Luyang and Pelger, Markus and Zhu, Jason 2020 1 1 0.5 0.008 0.406 100%
31 Baba-Yara, Fahiz and Boyer, Brian and Davis, Carte... 2022 1 1 0.5 0.008 0.406 100%
32 Jagannathan, Ravi and Liao, Yuan and Neuhierl, And... (self) 2023 1 1 0.5 0.008 0.406 100%
33 Avramov, Doron 2002 1 1 0.5 0.008 0.406 100%
34 Bianchi, Daniele and Rubesam, Alexandre and Tamoni... 2024 1 1 0.5 0.008 0.406 100%
35 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 1 1 0.5 0.008 0.406 100%
36 Zaffaroni, Paolo 2019 1 1 2.0 0.008 0.406 100%
37 Rosenberg, Barr and McKibben, Walt 1973 1 1 2.0 0.008 0.406 100%
38 Jagannathan, Ravi and Wang, Zhenyu 1996 1 1 2.0 0.008 0.406 100%
39 Connor, Gregory and Hagmann, Matthias and Linton, ... 2012 1 1 2.0 0.008 0.406 100%
40 Freyberger, Joachim 2018 1 1 2.0 0.008 0.406 100%
41 Cun-Hui Zhang and Stephanie S. Zhang 2014 1 1 2.0 0.008 0.406 100%
42 Kohler, Michael and Langer, Sophie 2021 1 1 2.0 0.008 0.406 100%
43 Kunsch, Hans R 1989 1 1 2.0 0.008 0.406 100%
44 Politis, Dimitris N and Romano, Joseph P 1994 1 1 2.0 0.008 0.406 100%
45 Dow, James and da Costa Werlang, Se 1992 1 1 2.0 0.008 0.406 100%
46 Klein, Roger W and Bawa, Vijay S 1976 1 1 2.0 0.008 0.406 100%
47 Michaud, Richard O 1989 1 1 2.0 0.008 0.406 100%
48 Jagannathan, Ravi and Ma, Tongshu 2003 1 1 2.0 0.008 0.406 100%
49 Kan, Raymond and Zhou, Guofu 2007 1 1 2.0 0.008 0.406 100%
50 Tu, Jun and Zhou, Guofu 2011 1 1 2.0 0.008 0.406 100%
51 Yuan, Ming and Zhou, Guofu 2023 1 1 2.0 0.008 0.406 100%
52 Ellsberg, Daniel 1961 1 1 2.0 0.008 0.406 100%
53 Gilboa, Itzhak and Schmeidler, David 1989 1 1 2.0 0.008 0.406 100%
54 Epstein, Larry G and Wang, Tan 1994 1 1 2.0 0.008 0.406 100%
55 Chopra, Vijay K and Ziemba, William T 2013 1 1 2.0 0.008 0.406 100%
56 Markowitz, H. 1952 1 1 2.0 0.008 0.406 100%
57 Muravyev, Dmitriy and Pearson, Neil D and Pollet, ... 2024 1 1 2.0 0.008 0.406 100%
58 Chen, Honghui and Desai, Hemang and Krishnamurthy,... 2013 1 1 2.0 0.008 0.406 100%
59 Jensen, Theis Ingerslev and Kelly, Bryan T and Mal... 2024 1 1 2.0 0.008 0.406 100%
60 Benjamini, Yoav and Hochberg, Yosef 1995 1 1 2.0 0.008 0.406 100%
61 Benjamini, Yoav and Yekutieli, Daniel 2001 1 1 2.0 0.008 0.406 100%
62 Sullivan, Ryan and Timmermann, Allan and White, Ha... 1999 1 1 2.0 0.008 0.406 100%
63 Banz, Rolf W and Breen, William J 1986 1 1 2.0 0.008 0.406 100%
64 Freyberger, Joachim and Ho 2024 1 1 2.0 0.008 0.406 100%
65 Fan, J. and Liao, Y. and Mincheva, M. (self) 2013 1 1 2.0 0.008 0.406 100%
66 Patton, Andrew J and Weller, Brian M 2020 1 1 2.0 0.008 0.406 100%
67 Avramov, Doron and Cheng, Si and Metzker, Lior 2023 1 1 2.0 0.008 0.406 100%
68 Harvey, Campbell R and Liu, Yan and Zhu, Heqing 2016 1 1 2.0 0.008 0.406 100%
69 Carhart, Mark M 1997 1 1 2.0 0.008 0.406 100%
70 Fama, Eugene F and French, Kenneth R 2016 1 1 2.0 0.008 0.406 100%
71 Zellner, Arnold 1986 1 1 0.5 0.008 0.087 0%
72 Newey, Whitney K 1994 1 1 0.5 0.008 0.087 0%
73 Shen, Xiaotong 1997 1 1 0.5 0.008 0.087 0%
74 Chen, Xiaohong and Shen, Xiaotong 1998 1 1 0.5 0.008 0.087 0%
75 Chernozhukov, Victor and Newey, Whitney and Singh,... 2018 1 1 0.5 0.008 0.087 0%
76 van der Vaart, A. and Wellner, J. 1996 1 1 0.5 0.008 0.087 0%
77 Anthony, Martin and Bartlett, Peter L 2009 1 1 0.5 0.008 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.