Citation Analysis – Causal Identification in Multi-Task Demand Learning with Confounding

Causal Identification in Multi-Task Demand Learning with Confounding
Varun Gupta, Vijay Kamble
https://arxiv.org/abs/2602.09969

Citation mentions

Cited references

Sections

7,707

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	Caruana, Rich	1997	2	2	1.5	0.032	0.644	100%
2	Baxter, Jonathan	2000	2	2	1.5	0.032	0.644	100%
3	Gelman, Andrew and Carlin, John B. and Stern, Hal ...	2013	2	2	1.5	0.032	0.644	100%
4	Angrist, Joshua D. and Pischke, Jo	2009	2	2	1.5	0.032	0.644	100%
5	Wooldridge, Jeffrey M.	2010	2	2	1.5	0.032	0.644	100%
6	Deshpande, Yash and Mackey, Lester and Syrgkanis, ...	2018	2	2	2.5	0.032	0.644	100%
7	Hadad, Vitor and Hirshberg, David A. and Zhan, Ruo...	2021	2	2	2.5	0.032	0.644	100%
8	Wang, Yining and Chen, Xi and Chang, Xiangyu and G...	2021	2	2	2.5	0.032	0.644	100%
9	Finn, Chelsea and Abbeel, Pieter and Levine, Serge...	2017	2	2	2.5	0.032	0.644	100%
10	Hospedales, Timothy and Antoniou, Antreas and Mica...	2022	2	2	2.5	0.032	0.644	100%
11	Chernozhukov, Victor and Chetverikov, Denis and De...	2018	2	2	2.5	0.032	0.644	100%
12	Nie, Xinkun and Wager, Stefan	2021	2	2	2.5	0.032	0.644	100%
13	Imbens, Guido W. and Rubin, Donald B.	2015	2	2	2.5	0.032	0.644	100%
14	Chernozhukov, Victor and Hansen, Christian and Kal...	2024	2	2	2.5	0.032	0.644	100%
15	Rossi, Peter E. and Allenby, Greg M. and McCulloch...	2005	2	1	1.0	0.032	0.511	100%
16	Spall, James C.	1992	2	1	4.0	0.032	0.511	100%
17	Flaxman, Abraham D. and Kalai, Adam Tauman and McM...	2005	2	1	4.0	0.032	0.511	100%
18	Berry, Steven T.	1994	1	1	0.5	0.016	0.406	100%
19	Berry, Steven and Levinsohn, James and Pakes, Arie...	1995	1	1	0.5	0.016	0.406	100%
20	Nevo, Aviv	2001	1	1	0.5	0.016	0.406	100%
21	Hausman, Jerry A	1996	1	1	0.5	0.016	0.406	100%
22	Petrin, Amil and Train, Kenneth	2010	1	1	0.5	0.016	0.406	100%
23	Train, Kenneth E.	2009	1	1	0.5	0.016	0.406	100%
24	Allouah, Amine and Bahamou, Achraf and Besbes, Oma...	2022	1	1	0.5	0.016	0.406	100%
25	Allouah, Amine and Bahamou, Achraf and Besbes, Oma...	2023	1	1	0.5	0.016	0.406	100%
26	Ben-Tal, Aharon and El Ghaoui, Laurent and Nemirov...	2009	1	1	0.5	0.016	0.406	100%
27	Cole, Richard and Roughgarden, Tim	2014	1	1	0.5	0.016	0.406	100%
28	Huang, Zhiyi and Mansour, Yishay and Roughgarden, ...	2015	1	1	0.5	0.016	0.406	100%
29	Laird, Nan M. and Ware, James H.	1982	1	1	0.5	0.016	0.406	100%
30	Pinheiro, Jose	2000	1	1	0.5	0.016	0.406	100%
31	Robbins, Herbert	1956	1	1	0.5	0.016	0.406	100%
32	Efron, Bradley and Morris, Carl	1973	1	1	0.5	0.016	0.406	100%
33	Carlin, Bradley P. and Louis, Thomas A.	2000	1	1	0.5	0.016	0.406	100%
34	Efron, Bradley	2010	1	1	0.5	0.016	0.406	100%
35	Evgeniou, Theodoros and Pontil, Massimiliano	2004	1	1	0.5	0.016	0.406	100%
36	Bengio, Y. and Bengio, S. and Cloutier, J.	1991	1	1	0.5	0.016	0.406	100%
37	Radford, Alec and Wu, Jeffrey and Child, Rewon and...	2019	1	1	0.5	0.016	0.406	100%
38	Athey, Susan and Imbens, Guido W.	2016	1	1	0.5	0.016	0.406	100%
39	Wager, Stefan and Athey, Susan	2018	1	1	0.5	0.016	0.406	100%
40	Tchetgen Tchetgen, Eric J. and others	2020	1	1	0.5	0.016	0.406	100%
41	Hartford, Jason and Lewis, Greg and Leyton-Brown, ...	2017	1	1	0.5	0.016	0.406	100%
42	Lai, Tze Leung and Wei, Ching Zong	1982	1	1	2.0	0.016	0.406	100%
43	Kiefer, Jack and Wolfowitz, Jacob	1952	1	1	2.0	0.016	0.406	100%
44	Salem, Jad and Gupta, Swati and Kamble, Vijay (self)	2025	1	1	2.0	0.016	0.406	100%
45	Chen, Daqing	2015	1	1	2.0	0.016	0.406	100%
46	Reimers, Nils and Gurevych, Iryna	2019	1	1	2.0	0.016	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Caruana, Rich

1997

1.5

0.032

0.644

100%

Baxter, Jonathan

2000

1.5

0.032

0.644

100%

Gelman, Andrew and Carlin, John B. and Stern, Hal ...

2013

1.5

0.032

0.644

100%

Angrist, Joshua D. and Pischke, Jo

2009

1.5

0.032

0.644

100%

Wooldridge, Jeffrey M.

2010

1.5

0.032

0.644

100%

Deshpande, Yash and Mackey, Lester and Syrgkanis, ...

2018

2.5

0.032

0.644

100%

Hadad, Vitor and Hirshberg, David A. and Zhan, Ruo...

2021

2.5

0.032

0.644

100%

Wang, Yining and Chen, Xi and Chang, Xiangyu and G...

2021

2.5

0.032

0.644

100%

Finn, Chelsea and Abbeel, Pieter and Levine, Serge...

2017

2.5

0.032

0.644

100%

Hospedales, Timothy and Antoniou, Antreas and Mica...

2022

2.5

0.032

0.644

100%

Chernozhukov, Victor and Chetverikov, Denis and De...

2018

2.5

0.032

0.644

100%

Nie, Xinkun and Wager, Stefan

2021

2.5

0.032

0.644

100%

Imbens, Guido W. and Rubin, Donald B.

2015

2.5

0.032

0.644

100%

Chernozhukov, Victor and Hansen, Christian and Kal...

2024

2.5

0.032

0.644

100%

Rossi, Peter E. and Allenby, Greg M. and McCulloch...

2005

1.0

0.032

0.511

100%

Spall, James C.

1992

4.0

0.032

0.511

100%

Flaxman, Abraham D. and Kalai, Adam Tauman and McM...

2005

4.0

0.032

0.511

100%

Berry, Steven T.

1994

0.5

0.016

0.406

100%

Berry, Steven and Levinsohn, James and Pakes, Arie...

1995

0.5

0.016

0.406

100%

Nevo, Aviv

2001

0.5

0.016

0.406

100%

Hausman, Jerry A

1996

0.5

0.016

0.406

100%

Petrin, Amil and Train, Kenneth

2010

0.5

0.016

0.406

100%

Train, Kenneth E.

2009

0.5

0.016

0.406

100%

Allouah, Amine and Bahamou, Achraf and Besbes, Oma...

2022

0.5

0.016

0.406

100%

Allouah, Amine and Bahamou, Achraf and Besbes, Oma...

2023

0.5

0.016

0.406

100%

Ben-Tal, Aharon and El Ghaoui, Laurent and Nemirov...

2009

0.5

0.016

0.406

100%

Cole, Richard and Roughgarden, Tim

2014

0.5

0.016

0.406

100%

Huang, Zhiyi and Mansour, Yishay and Roughgarden, ...

2015

0.5

0.016

0.406

100%

Laird, Nan M. and Ware, James H.

1982

0.5

0.016

0.406

100%

Pinheiro, Jose

2000

0.5

0.016

0.406

100%

Robbins, Herbert

1956

0.5

0.016

0.406

100%

Efron, Bradley and Morris, Carl

1973

0.5

0.016

0.406

100%

Carlin, Bradley P. and Louis, Thomas A.

2000

0.5

0.016

0.406

100%

Efron, Bradley

2010

0.5

0.016

0.406

100%

Evgeniou, Theodoros and Pontil, Massimiliano

2004

0.5

0.016

0.406

100%

Bengio, Y. and Bengio, S. and Cloutier, J.

1991

0.5

0.016

0.406

100%

Radford, Alec and Wu, Jeffrey and Child, Rewon and...

2019

0.5

0.016

0.406

100%

Athey, Susan and Imbens, Guido W.

2016

0.5

0.016

0.406

100%

Wager, Stefan and Athey, Susan

2018

0.5

0.016

0.406

100%

Tchetgen Tchetgen, Eric J. and others

2020

0.5

0.016

0.406

100%

Hartford, Jason and Lewis, Greg and Leyton-Brown, ...

2017

0.5

0.016

0.406

100%

Lai, Tze Leung and Wei, Ching Zong

1982

2.0

0.016

0.406

100%

Kiefer, Jack and Wolfowitz, Jacob

1952

2.0

0.016

0.406

100%

Salem, Jad and Gupta, Swati and Kamble, Vijay (self)

2025

2.0

0.016

0.406

100%

Chen, Daqing

2015

2.0

0.016

0.406

100%

Reimers, Nils and Gurevych, Iryna

2019

2.0

0.016

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.