Citation Analysis – Inference for Large Panel Data with Many Covariates

Inference for Large Panel Data with Many Covariates
Markus Pelger, Jiacheng Zou
https://arxiv.org/abs/2301.00292

Citation mentions

Cited references

Sections

18,040

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	Yunjin Choi and Jonathan Taylor and Robert Tibshir...	2017	5	3	8.5	0.062	1.000	100%
2	G'Sell, Max Grazier and Wager, Stefan and Chouldec...	2016	3	2	4.5	0.037	0.737	100%
3	Tian, Xiaoying and Taylor, Jonathan	2017	5	4	4.0	0.062	0.737	40%
4	Lee, Jason D and Sun, Dennis L and Sun, Yuekai and...	2016	7	4	5.0	0.086	0.659	29%
5	R. J. Simes	1986	2	2	2.5	0.025	0.644	100%
6	Bonferroni, C. E.	1935	3	1	1.5	0.037	0.585	100%
7	Alexandre Belloni and Victor Chernozhukov	2013	3	3	3.0	0.037	0.585	33%
8	Yoav Benjamini and Yosef Hochberg	1995	2	1	1.0	0.025	0.511	100%
9	Yoav Benjamini and Daniel Yekutieli	2001	2	1	1.0	0.025	0.511	100%
10	Adel Javanmard and Andrea Montanari	2018	3	2	1.5	0.037	0.511	33%
11	Tian, Xiaoying and Loftus, Joshua R and Taylor, Jo...	2018	4	2	2.0	0.049	0.511	25%
12	Tibshirani, Ryan J and Taylor, Jonathan and Lockha...	2016	2	1	4.0	0.025	0.511	100%
13	Hou, Kewei and Xue, Chen and Zhang, Lu	2018	2	1	4.0	0.025	0.511	100%
14	Sourav Chatterjee	2014	3	2	3.0	0.037	0.511	33%
15	Rina Foygel Barber and Emmanuel J. Candes	2015	1	1	0.5	0.012	0.406	100%
16	Candes, Emmanuel and Fan, Yingying and Janson, Luc...	2018	1	1	0.5	0.012	0.406	100%
17	Fithian, William and Lei, Lihua	2022	1	1	0.5	0.012	0.406	100%
18	Johari, Ramesh and Koomen, Pete and Pekelis, Leoni...	2021	1	1	0.5	0.012	0.406	100%
19	Siegmund, David	1985	1	1	0.5	0.012	0.406	100%
20	Bai, Jushan and Ng, Serena	2002	1	1	0.5	0.012	0.406	100%
21	Alexei Onatski	2010	1	1	0.5	0.012	0.406	100%
22	Ahn, Seung C. and Horenstein, Alex R.	2013	1	1	0.5	0.012	0.406	100%
23	Markus Pelger (self)	2019	1	1	0.5	0.012	0.406	100%
24	George Kapetanios	2010	1	1	0.5	0.012	0.406	100%
25	Nicolai Meinshausen and Peter Buhlmann	2006	1	1	0.5	0.012	0.406	100%
26	Zhang, Cun-Hui and Zhang, Stephanie S.	2014	1	1	0.5	0.012	0.406	100%
27	Sara van de Geer and Peter Buhlmann and Ya’acov Ri...	2014	1	1	0.5	0.012	0.406	100%
28	Chernozhukov, Victor and Hansen, Christian and Spi...	2015	1	1	0.5	0.012	0.406	100%
29	Arun Kumar Kuchibhotla and Lawrence D. Brown and A...	2018	1	1	0.5	0.012	0.406	100%
30	Tijana Zrnic and Michael I. Jordan	2020	1	1	0.5	0.012	0.406	100%
31	William Fithian and Dennis Sun and Jonathan Taylor	2017	1	1	0.5	0.012	0.406	100%
32	Tian, Xiaoying and Taylor, Jonathan	2018	1	1	0.5	0.012	0.406	100%
33	Jelena Markovic and Lucy Xia and Jonathan Taylor	2018	1	1	0.5	0.012	0.406	100%
34	Jonathan E. Taylor and Joshua R. Loftus and Ryan J...	2016	1	1	0.5	0.012	0.406	100%
35	Robert Tibshirani	1996	1	1	2.0	0.012	0.406	100%
36	Taylor, Jonathan and Tibshirani, Robert J	2015	1	1	2.0	0.012	0.406	100%
37	Heard, Nicholas A and Rubin-Delanchy, Patrick	2018	1	1	2.0	0.012	0.406	100%
38	Alfre	1953	1	1	2.0	0.012	0.406	100%
39	Eugene F. Fama and Kenneth R. French	2015	1	1	2.0	0.012	0.406	100%
40	Hastie, Trevor and Tibshirani, Robert and Friedman...	2009	1	1	2.0	0.012	0.406	100%
41	Ryan J. Tibshirani	2013	3	1	1.5	0.037	0.126	0%
42	van de Geer, Sara and Buhlmann, Peter	2011	2	1	1.0	0.025	0.110	0%
43	Donoho, David L.	2006	1	1	0.5	0.012	0.087	0%
44	Boyd, Stephen and Vandenberghe, Lieven	2004	1	1	0.5	0.012	0.087	0%
45	Zhao, Peng and Yu, Bin	2006	1	1	0.5	0.012	0.087	0%
46	Sahand N. Negahban and Pradeep Ravikumar and Marti...	2012	1	1	0.5	0.012	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Yunjin Choi and Jonathan Taylor and Robert Tibshir...

2017

8.5

0.062

1.000

100%

G'Sell, Max Grazier and Wager, Stefan and Chouldec...

2016

4.5

0.037

0.737

100%

Tian, Xiaoying and Taylor, Jonathan

2017

4.0

0.062

0.737

40%

Lee, Jason D and Sun, Dennis L and Sun, Yuekai and...

2016

5.0

0.086

0.659

29%

R. J. Simes

1986

2.5

0.025

0.644

100%

Bonferroni, C. E.

1935

1.5

0.037

0.585

100%

Alexandre Belloni and Victor Chernozhukov

2013

3.0

0.037

0.585

33%

Yoav Benjamini and Yosef Hochberg

1995

1.0

0.025

0.511

100%

Yoav Benjamini and Daniel Yekutieli

2001

1.0

0.025

0.511

100%

Adel Javanmard and Andrea Montanari

2018

1.5

0.037

0.511

33%

Tian, Xiaoying and Loftus, Joshua R and Taylor, Jo...

2018

2.0

0.049

0.511

25%

Tibshirani, Ryan J and Taylor, Jonathan and Lockha...

2016

4.0

0.025

0.511

100%

Hou, Kewei and Xue, Chen and Zhang, Lu

2018

4.0

0.025

0.511

100%

Sourav Chatterjee

2014

3.0

0.037

0.511

33%

Rina Foygel Barber and Emmanuel J. Candes

2015

0.5

0.012

0.406

100%

Candes, Emmanuel and Fan, Yingying and Janson, Luc...

2018

0.5

0.012

0.406

100%

Fithian, William and Lei, Lihua

2022

0.5

0.012

0.406

100%

Johari, Ramesh and Koomen, Pete and Pekelis, Leoni...

2021

0.5

0.012

0.406

100%

Siegmund, David

1985

0.5

0.012

0.406

100%

Bai, Jushan and Ng, Serena

2002

0.5

0.012

0.406

100%

Alexei Onatski

2010

0.5

0.012

0.406

100%

Ahn, Seung C. and Horenstein, Alex R.

2013

0.5

0.012

0.406

100%

Markus Pelger (self)

2019

0.5

0.012

0.406

100%

George Kapetanios

2010

0.5

0.012

0.406

100%

Nicolai Meinshausen and Peter Buhlmann

2006

0.5

0.012

0.406

100%

Zhang, Cun-Hui and Zhang, Stephanie S.

2014

0.5

0.012

0.406

100%

Sara van de Geer and Peter Buhlmann and Ya’acov Ri...

2014

0.5

0.012

0.406

100%

Chernozhukov, Victor and Hansen, Christian and Spi...

2015

0.5

0.012

0.406

100%

Arun Kumar Kuchibhotla and Lawrence D. Brown and A...

2018

0.5

0.012

0.406

100%

Tijana Zrnic and Michael I. Jordan

2020

0.5

0.012

0.406

100%

William Fithian and Dennis Sun and Jonathan Taylor

2017

0.5

0.012

0.406

100%

Tian, Xiaoying and Taylor, Jonathan

2018

0.5

0.012

0.406

100%

Jelena Markovic and Lucy Xia and Jonathan Taylor

2018

0.5

0.012

0.406

100%

Jonathan E. Taylor and Joshua R. Loftus and Ryan J...

2016

0.5

0.012

0.406

100%

Robert Tibshirani

1996

2.0

0.012

0.406

100%

Taylor, Jonathan and Tibshirani, Robert J

2015

2.0

0.012

0.406

100%

Heard, Nicholas A and Rubin-Delanchy, Patrick

2018

2.0

0.012

0.406

100%

Alfre

1953

2.0

0.012

0.406

100%

Eugene F. Fama and Kenneth R. French

2015

2.0

0.012

0.406

100%

Hastie, Trevor and Tibshirani, Robert and Friedman...

2009

2.0

0.012

0.406

100%

Ryan J. Tibshirani

2013

1.5

0.037

0.126

van de Geer, Sara and Buhlmann, Peter

2011

1.0

0.025

0.110

Donoho, David L.

2006

0.5

0.012

0.087

Boyd, Stephen and Vandenberghe, Lieven

2004

0.5

0.012

0.087

Zhao, Peng and Yu, Bin

2006

0.5

0.012

0.087

Sahand N. Negahban and Pradeep Ravikumar and Marti...

2012

0.5

0.012

0.087

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.