Citation Analysis

Automatic Debiased Estimation with Machine Learning-Generated Regressors
Juan Carlos Escanciano, Telmo Pérez-Izquierdo
https://arxiv.org/abs/2301.10643
162
Citation mentions
62
Cited references
10
Sections
16,344
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 Imbens, Guido W and Newey, Whitney K 2009 5 3 8.0 0.031 1.000 100%
2 Heckman, James J and Ichimura, Hidehiko and Todd, ... 1998 7 4 11.0 0.043 1.000 100%
3 Chernozhukov, Victor and Escanciano, Juan Carlos a... (self) 2022 25 9 46.0 0.154 1.000 100%
4 Hahn, Jinyong and Ridder, Geert 2013 20 9 37.0 0.123 1.000 100%
5 Chernozhukov, Victor and Newey, Whitney K and Sing... 2022 10 3 18.0 0.062 1.000 100%
6 Chernozhukov, Victor and Chetverikov, Denis and De... 2018 8 4 13.0 0.049 1.000 100%
7 Mammen, Enno and Rothe, Christoph and Schienle, Me... 2016 6 4 10.0 0.037 1.000 100%
8 Ichimura, Hidehiko and Newey, Whitney K 2022 6 3 12.0 0.037 1.000 100%
9 Newey, Whitney K 1994 5 4 10.0 0.031 1.000 100%
10 Blundell, Richard W and Powell, James L 2004 3 2 5.0 0.019 0.737 100%
11 Robinson, Peter M 1988 3 2 6.0 0.019 0.737 100%
12 Stock, James H 1989 2 2 3.0 0.012 0.644 100%
13 Stock, James H 1991 2 2 3.0 0.012 0.644 100%
14 Farrell, Max H and Liang, Tengyuan and Misra, Sanj... 2021 2 2 3.0 0.012 0.644 100%
15 Chernozhukov, Victor and Newey, Michael and Newey,... 2023 2 2 3.0 0.012 0.644 100%
16 Klaassen, Sven and Teichert-Kluge, Jan and Bach, P... 2024 2 2 3.0 0.012 0.644 100%
17 Escanciano, Juan Carlos and Jacho-Cha (self) 2014 2 2 3.0 0.012 0.644 100%
18 Kueck, Jannis and Luo, Ye and Spindler, Martin and... 2023 2 2 4.0 0.012 0.644 100%
19 Hahn, Jinyong and Ridder, Geert 2019 2 2 4.0 0.012 0.644 100%
20 Knox, Dean and Lucas, Christopher and Cho, Wendy K... 2022 2 1 2.0 0.012 0.511 100%
21 Sasaki, Yuya and Ura, Takuya 2021 2 1 2.0 0.012 0.511 100%
22 Blundell, Richard and Powell, James L 2003 2 1 4.0 0.012 0.511 100%
23 Yamamuro, Sadayuki 1974 2 1 4.0 0.012 0.511 100%
24 Luenberger, David G 1997 2 1 4.0 0.012 0.511 100%
25 Das, Mitali and Newey, Whitney K and Vella, Franci... 2003 1 1 1.0 0.006 0.406 100%
26 Abadie, Alberto and Imbens, Guido W 2006 1 1 1.0 0.006 0.406 100%
27 Heckman, James J and Vytlacil, Edward 2005 1 1 1.0 0.006 0.406 100%
28 Fong, Christian and Tyler, Matthew 2021 1 1 1.0 0.006 0.406 100%
29 Sorzano, Carlos Oscar Sa 2014 1 1 1.0 0.006 0.406 100%
30 Feder, Amir and Keith, Katherine A and Manzoor, Em... 2022 1 1 1.0 0.006 0.406 100%
31 Shumailov, Ilia and Shumaylov, Zakhar and Zhao, Yi... 2024 1 1 1.0 0.006 0.406 100%
32 Chernozhukov, Victor and Newey, Whitney K and Quin... 2021 1 1 1.0 0.006 0.406 100%
33 Escanciano, Juan Carlos (self) 2012 1 1 1.0 0.006 0.406 100%
34 Ichimura, Hidehiko and Lee, Lung-Fei 1991 1 1 1.0 0.006 0.406 100%
35 Ahn, Hyungtaik and Powell, James L 1993 1 1 1.0 0.006 0.406 100%
36 Newey, Whitney K and Powell, James L and Vella, Fr... 1999 1 1 1.0 0.006 0.406 100%
37 Rothe, Christoph 2009 1 1 1.0 0.006 0.406 100%
38 Mammen, Enno and Rothe, Christoph and Schienle, Me... 2012 1 1 1.0 0.006 0.406 100%
39 Heckman, James J 1979 1 1 1.0 0.006 0.406 100%
40 Rivers, Douglas and Vuong, Quang H 1988 1 1 1.0 0.006 0.406 100%
41 Wooldridge, Jeffrey M 2015 1 1 1.0 0.006 0.406 100%
42 Wainwright, Martin J 2019 1 1 2.0 0.006 0.406 100%
43 Rosenbaum, Paul R and Rubin, Donald B 1983 1 1 2.0 0.006 0.406 100%
44 Leite, Walter and Zhang, Huibin and Collier, Zacha... 2024 1 1 2.0 0.006 0.406 100%
45 Yadlowsky, Steve 2022 1 1 2.0 0.006 0.406 100%
46 Athey, Susan and Imbens, Guido W and Wager, Stefan 2018 1 1 2.0 0.006 0.406 100%
47 Neyman, Jerzy 1959 1 1 2.0 0.006 0.406 100%
48 Newey, Whitney K 2009 1 1 2.0 0.006 0.406 100%
49 Hsu, Yu-Chin and Liao, Jen-Che and Lin, Eric S 2022 1 1 2.0 0.006 0.406 100%
50 Bravo, Francesco and Escanciano, Juan Carlos and V... (self) 2020 1 1 2.0 0.006 0.406 100%
51 Dai, Wenlin and Tong, Tiejun and Genton, Marc G 2016 1 1 2.0 0.006 0.406 100%
52 Ahrens, Achim and Chernozhukov, Victor and Hansen,... 2025 1 1 2.0 0.006 0.406 100%
53 Rumelhart, David E and McClelland, James L and PDP... 1986 1 1 2.0 0.006 0.406 100%
54 Bengio, Yoshua and Courville, Aaron and Vincent, P... 2013 1 1 2.0 0.006 0.406 100%
55 Berahmand, Kamal and Daneshfar, Fatemeh and Salehi... 2024 1 1 2.0 0.006 0.406 100%
56 Rumelhart, David E and Hinton, Geoffrey E and Will... 1986 1 1 2.0 0.006 0.406 100%
57 Robins, James M and Rotnitzky, Andrea and Zhao, Lu... 1994 1 1 2.0 0.006 0.406 100%
58 Fonseca, Yuri and Medeiros, Marcelo and Vasconcelo... 2018 1 1 2.0 0.006 0.406 100%
59 Perez-Izquierdo, Telmo J 2023 1 1 2.0 0.006 0.406 100%
60 Song, Kyungchul 2012 1 1 2.0 0.006 0.406 100%
61 Shao, Jun 2003 1 1 2.0 0.006 0.406 100%
62 Wooldridge, Jeffrey M 2010 1 1 2.0 0.006 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.