Citation Analysis

Predicting Market Troughs: A Machine Learning Approach with Causal Interpretation
Peilin Rao, Randall R. Rojas
https://arxiv.org/abs/2509.05922
42
Citation mentions
25
Cited references
16
Sections
8,154
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 He, Zhiguo and Krishnamurthy, Arvind 2013 3 3 5.0 0.071 0.843 100%
2 Cinelli, Carlos and Hazlett, Chad 2020 6 4 6.5 0.143 0.794 50%
3 Bry, Gerhard and Boschan, Charlotte 1971 3 2 5.0 0.071 0.737 100%
4 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 2 2 3.0 0.048 0.644 100%
5 Lundberg, Scott M. and Lee, Su-In 2017 2 2 3.0 0.048 0.644 100%
6 Bernanke, Ben S. and Gertler, Mark and Gilchrist, ... 1999 2 2 4.0 0.048 0.644 100%
7 Andersen, Torben G. and Bollerslev, Tim and Diebol... 2003 3 1 6.0 0.071 0.585 100%
8 Gu, Shihao and Kelly, Bryan and Xiu, Dacheng 2020 2 1 2.0 0.048 0.511 100%
9 Bakshi, Gurdip and Kapadia, Nikunj and Madan, Dili... 2003 2 1 4.0 0.048 0.511 100%
10 Asness, Clifford S. and Moskowitz, Tobias J. and P... 2013 2 1 4.0 0.048 0.511 100%
11 Feng, Guanhao and Giglio, Stefano and Xiu, Dacheng 2020 1 1 1.0 0.024 0.406 100%
12 Chernozhukov, Victor and Cinelli, Carlos and Newey... 2022 1 1 1.0 0.024 0.406 100%
13 Goyal, Amit and Welch, Ivo 2008 1 1 1.0 0.024 0.406 100%
14 Campbell, John Y. and Thompson, Samuel B. 2008 1 1 1.0 0.024 0.406 100%
15 Lettau, Martin and Ludvigson, Sydney C. 2001 1 1 1.0 0.024 0.406 100%
16 Easley, David and Lo 2012 1 1 2.0 0.024 0.406 100%
17 Fama, Eugene F. and French, Kenneth R. 1989 1 1 2.0 0.024 0.406 100%
18 Amihud, Yakov 2002 1 1 2.0 0.024 0.406 100%
19 Whaley, Robert E. 2000 1 1 2.0 0.024 0.406 100%
20 Bollerslev, Tim and Tauchen, George and Zhou, Hao 2009 1 1 2.0 0.024 0.406 100%
21 Billingsley, Randall S. and Chance, Don M. 1988 1 1 2.0 0.024 0.406 100%
22 Pan, Jun and Poteshman, Allen M. 2006 1 1 2.0 0.024 0.406 100%
23 Kiyotaki, Nobuhiro and Moore, John 1997 1 1 2.0 0.024 0.406 100%
24 Geanakoplos, John 2010 1 1 2.0 0.024 0.406 100%
25 Brunnermeier, Markus K. and Pedersen, Lasse Heje 2009 1 1 2.0 0.024 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.