Citation Analysis

Deep Neural Network Estimation in Panel Data Models
Ilias Chronopoulos, Katerina Chrysikou, George Kapetanios, James Mitchell, Aristeidis Raftapostolos
https://arxiv.org/abs/2305.19921
109
Citation mentions
55
Cited references
9
Sections
10,248
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 Gu, Shihao and Kelly, Bryan and Xiu, Dacheng 2020 5 3 10.0 0.046 1.000 100%
2 Farrell, Max H. and Liang, Tengyuan and Misra, San... 2021 15 4 26.0 0.138 0.977 93%
3 Hastie, Trevor and Montanari, Andrea and Rosset, S... 2022 5 3 7.5 0.046 0.928 80%
4 Shihao Gu and Bryan Kelly and Dacheng Xiu 2021 3 3 6.0 0.028 0.843 100%
5 Dmitry Yarotsky 2017 3 2 4.0 0.028 0.737 100%
6 Bartlett, Peter L. and Harvey, Nick and Liaw, Chri... 2019 3 2 4.0 0.028 0.737 100%
7 Kelly, Bryan T. and Malamud, Semyon and Zhou, Kang... 2022 3 3 3.5 0.028 0.737 67%
8 Giacomini, Raffaella and Rossi, Barbara 2010 3 3 4.5 0.028 0.737 67%
9 Harvey, David and Leybourne, Stephen and Newbold, ... 1997 8 3 8.5 0.073 0.721 38%
10 Francis X. Diebold and Robert S. Mariano 1995 9 4 9.0 0.083 0.693 33%
11 Yarotsky, Dmitry 2018 2 2 3.0 0.018 0.644 100%
12 Chronopoulos, Ilias and Raftapostolos, Aristeidis ... (self) 2023 2 2 3.0 0.018 0.644 100%
13 Kapetanios, George and Kempf, Felix and Massacci, ... (self) 2023 2 2 3.0 0.018 0.644 100%
14 Goodfellow, Ian and Bengio, Yoshua and Courville, ... 2016 2 2 4.0 0.018 0.644 100%
15 Pesaran, M. Hashem 2015 2 1 2.0 0.018 0.511 100%
16 Mathieu, Edouard and Ritchie, Hannah and Ortiz-Osp... 2021 2 2 2.5 0.018 0.511 50%
17 M. Hashem Pesaran and Ron P. Smith 2014 2 1 4.0 0.018 0.511 100%
18 Balestra, Pietro and Nerlove, Marc 1966 1 1 1.0 0.009 0.406 100%
19 Mundlak, Yair 1961 1 1 1.0 0.009 0.406 100%
20 Mundlak, Yair 1978 1 1 1.0 0.009 0.406 100%
21 Swamy, Paravastu A.V.B. 1970 1 1 1.0 0.009 0.406 100%
22 Hsiao, Cheng 1974 1 1 1.0 0.009 0.406 100%
23 Hsiao, Cheng 1975 1 1 1.0 0.009 0.406 100%
24 Hsiao, Cheng and Pesaran, M. Hashem 2004 1 1 1.0 0.009 0.406 100%
25 Hsiao, Cheng and Pesaran, M. Hashem 2008 1 1 1.0 0.009 0.406 100%
26 Ferna 2016 1 1 1.0 0.009 0.406 100%
27 Hahn, Jinyong and Newey, Whitney 2004 1 1 1.0 0.009 0.406 100%
28 Mingli Chen and Iván Fernández-Val and Martin Weid... 2021 1 1 1.0 0.009 0.406 100%
29 Hac\i 2021 1 1 1.0 0.009 0.406 100%
30 Jochmans, Koen 2017 1 1 1.0 0.009 0.406 100%
31 Charbonneau, Karyne B. 2013 1 1 1.0 0.009 0.406 100%
32 Hornik, Kurt 1991 1 1 1.0 0.009 0.406 100%
33 Hornik, Kurt and Stinchcombe, Maxwell and White, H... 1989 1 1 1.0 0.009 0.406 100%
34 A. Ronald Gallant and Halbert White 1992 1 1 1.0 0.009 0.406 100%
35 Park, Jooyoung and Sandberg, Irwin W. 1991 1 1 1.0 0.009 0.406 100%
36 George Kapetanios and Andrew P. Blake (self) 2010 1 1 1.0 0.009 0.406 100%
37 Liang, Shiyu and Srikant, Rayadurgam 2016 1 1 1.0 0.009 0.406 100%
38 Johannes Schmidt-Hieber 2020 1 1 1.0 0.009 0.406 100%
39 Athey, Susan and Imbens, Guido W. 2017 1 1 1.0 0.009 0.406 100%
40 Wager, Stefan and Athey, Susan 2018 1 1 1.0 0.009 0.406 100%
41 Belloni, Alexandre and Chernozhukov, Victor and Ha... 2014 1 1 1.0 0.009 0.406 100%
42 Joseph, Andreas 2019 1 1 1.0 0.009 0.406 100%
43 Gine 2016 1 1 2.0 0.009 0.406 100%
44 Zhang, Chiyuan and Bengio, Samy and Hardt, Moritz ... 2021 1 1 2.0 0.009 0.406 100%
45 Ioffe, Sergey and Szegedy, Christian 2015 1 1 2.0 0.009 0.406 100%
46 Belkin, Mikhail and Hsu, Daniel and Ma, Siyuan and... 2019 1 1 2.0 0.009 0.406 100%
47 Kingma, Diederik P. and Ba, Jimmy 2014 1 1 2.0 0.009 0.406 100%
48 Victoria Knutson and Serge Aleshin-Guendel and Ari... 2023 1 1 2.0 0.009 0.406 100%
49 Guglielmo Maria Caporale and Woo-Young Kang and Fa... 2022 1 1 2.0 0.009 0.406 100%
50 Canova, Fabio and Ciccarelli, Matteo 2009 1 1 2.0 0.009 0.406 100%
51 Lundberg, Scott M. and Lee, Su-In 2017 1 1 2.0 0.009 0.406 100%
52 Kjersti Aas and Martin Jullum and Anders Løland 2021 1 1 2.0 0.009 0.406 100%
53 Kapetanios, George (self) 2007 1 1 2.0 0.009 0.406 100%
54 Edouard Mathieu and Hannah Ritchie and Lucas Rodés... 2020 1 1 0.5 0.009 0.087 0%
55 Hale, Thomas and Angrist, Noam and Goldszmidt, Raf... 2021 1 1 0.5 0.009 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.