Citation Analysis – Beyond the Average: Distributional Causal Inference under Imperfect Compliance

Beyond the Average: Distributional Causal Inference under Imperfect Compliance
Undral Byambadalai, Tomu Hirata, Tatsushi Oka, Shota Yasui
https://arxiv.org/abs/2509.15594

Citation mentions

Cited references

Sections

10,344

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	Chernozhukov, Victor and Chetverikov, Denis and De...	2018	4	3	5.5	0.048	0.928	100%
2	Chernozhukov, Victor and Escanciano, Juan Carlos a...	2022	3	3	3.5	0.036	0.843	100%
3	Guido W. Imbens and Joshua D. Angrist	1994	2	2	3.0	0.024	0.644	100%
4	Imbens, Guido W and Rubin, Donald B	2015	2	2	3.0	0.024	0.644	100%
5	Jiang, Liang and Phillips, Peter CB and Tao, Yubo ...	2023	2	2	1.5	0.024	0.644	100%
6	Jiang, Liang and Linton, Oliver B and Tang, Haihan...	2024	2	2	1.5	0.024	0.644	100%
7	Angrist, Joshua D and Imbens, Guido W and Rubin, D...	1996	2	2	2.5	0.024	0.644	100%
8	Abadie, Alberto	2002	2	2	2.5	0.024	0.644	100%
9	Robins, James M and Rotnitzky, Andrea	1995	2	2	2.5	0.024	0.644	100%
10	Duflo, Esther and Glennerster, Rachel and Kremer, ...	2007	1	1	1.0	0.012	0.406	100%
11	Kohavi, Ron and Tang, Diane and Xu, Ya	2020	1	1	1.0	0.012	0.406	100%
12	Doksum, Kjell	1974	1	1	0.5	0.012	0.406	100%
13	Lehmann, Erich Leo and D'Abrera, Howard J	1975	1	1	0.5	0.012	0.406	100%
14	Oka, Tatsushi and Yasui, Shota and Hayakawa, Yuta ... (self)	2025	1	1	0.5	0.012	0.406	100%
15	Byambadalai, Undral and Oka, Tatsushi and Yasui, S... (self)	2024	1	1	0.5	0.012	0.406	100%
16	Hirata, Tomu and Byambadalai, Undral and Oka, Tats... (self)	2025	1	1	0.5	0.012	0.406	100%
17	Byambadalai, Undral and Hirata, Tomu and Oka, Tats... (self)	2025	1	1	0.5	0.012	0.406	100%
18	Haavelmo, Trygve	1943	1	1	0.5	0.012	0.406	100%
19	Manski, Charles F	1990	1	1	0.5	0.012	0.406	100%
20	Balke, Alexander and Pearl, Judea	1997	1	1	0.5	0.012	0.406	100%
21	Chernozhukov, Victor and Hansen, Christian	2004	1	1	0.5	0.012	0.406	100%
22	Chernozhukov, Victor and Hansen, Christian	2005	1	1	0.5	0.012	0.406	100%
23	Chernozhukov, Victor and Hansen, Christian	2006	1	1	0.5	0.012	0.406	100%
24	Kaido, Hiroaki and Wu	2021	1	1	0.5	0.012	0.406	100%
25	Abadie, Alberto and Angrist, Joshua and Imbens, Gu...	2002	1	1	0.5	0.012	0.406	100%
26	Fro	2013	1	1	0.5	0.012	0.406	100%
27	Wu	2020	1	1	0.5	0.012	0.406	100%
28	Chernozhukov, Victor and Imbens, Guido W and Newey...	2007	1	1	0.5	0.012	0.406	100%
29	Horowitz, Joel L and Lee, Sokbae	2007	1	1	0.5	0.012	0.406	100%
30	Brisen	2020	1	1	0.5	0.012	0.406	100%
31	Kook, Lucas and Pfister, Niklas	2024	1	1	0.5	0.012	0.406	100%
32	Kallus, Nathan and Mao, Xiaojie and Uehara, Masato...	2024	1	1	0.5	0.012	0.406	100%
33	Chernozhukov, Victor and Ferna	2024	1	1	0.5	0.012	0.406	100%
34	Fisher, Ronald Aylmer	1932	1	1	0.5	0.012	0.406	100%
35	Cochran, William Gemmell	1977	1	1	0.5	0.012	0.406	100%
36	Yang, Li and Tsiatis, Anastasios A	2001	1	1	0.5	0.012	0.406	100%
37	Rosenbaum, Paul R	2002	1	1	0.5	0.012	0.406	100%
38	Freedman, David A	2008	1	1	0.5	0.012	0.406	100%
39	Freedman, David A	2008	1	1	0.5	0.012	0.406	100%
40	Tsiatis, Anastasios A and Davidian, Marie and Zhan...	2008	1	1	0.5	0.012	0.406	100%
41	Rosenblum, Michael and Van Der Laan, Mark J	2010	1	1	0.5	0.012	0.406	100%
42	Lin, Winston	2013	1	1	0.5	0.012	0.406	100%
43	Berk, Richard and Pitkin, Emil and Brown, Lawrence...	2013	1	1	0.5	0.012	0.406	100%
44	Ding, Peng and Feller, Avi and Miratrix, Luke	2019	1	1	0.5	0.012	0.406	100%
45	Cytrynbaum, Max	2024	1	1	0.5	0.012	0.406	100%
46	Rafi, Ahnaf	2023	1	1	0.5	0.012	0.406	100%
47	Bai, Yuehao and Jiang, Liang and Romano, Joseph P ...	2024	1	1	0.5	0.012	0.406	100%
48	Bannick, Marlena S and Shao, Jun and Liu, Jingyi a...	2023	1	1	0.5	0.012	0.406	100%
49	Tu, Fuyi and Ma, Wei and Liu, Hanzhong	2023	1	1	0.5	0.012	0.406	100%
50	Wang, Bingkai and Susukida, Ryoko and Mojtabai, Ra...	2023	1	1	0.5	0.012	0.406	100%
51	Robinson, Peter M	1988	1	1	0.5	0.012	0.406	100%
52	Bickel, Peter J and Klaassen, Chris AJ and Bickel,...	1993	1	1	0.5	0.012	0.406	100%
53	Newey, Whitney K	1994	1	1	0.5	0.012	0.406	100%
54	Ichimura, Hidehiko and Newey, Whitney K	2022	1	1	0.5	0.012	0.406	100%
55	Neyman, Jerzy	1959	1	1	0.5	0.012	0.406	100%
56	Rubin, Donald B	1974	1	1	2.0	0.012	0.406	100%
57	Efron, Bradley	1971	1	1	2.0	0.012	0.406	100%
58	Wei, Lee-Jen	1978	1	1	2.0	0.012	0.406	100%
59	Robins, James M and Rotnitzky, Andrea and Zhao, Lu...	1994	1	1	2.0	0.012	0.406	100%
60	Finkelstein, Amy N and Taubman, Sarah L and Allen,...	2016	1	1	2.0	0.012	0.406	100%
61	Finkelstein, Amy and Taubman, Sarah and Wright, Bi...	2012	1	1	2.0	0.012	0.406	100%
62	Su, Fangzhou and Mou, Wenlong and Ding, Peng and W...	2023	1	1	1.0	0.012	0.406	100%
63	Su, Fangzhou and Mou, Wenlong and Ding, Peng and W...	2023	1	1	1.0	0.012	0.406	100%
64	van der Vaart, AW and Wellner, Jon	1996	5	2	2.5	0.060	0.188	0%
65	Chernozhukov, Victor and Chetverikov, Denis and Ka...	2014	1	1	0.5	0.012	0.087	0%
66	Bugni, Federico A and Canay, Ivan A and Shaikh, Az...	2018	1	1	0.5	0.012	0.087	0%
67	Hahn, Jinyong	1998	1	1	0.5	0.012	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

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

2018

5.5

0.048

0.928

100%

Chernozhukov, Victor and Escanciano, Juan Carlos a...

2022

3.5

0.036

0.843

100%

Guido W. Imbens and Joshua D. Angrist

1994

3.0

0.024

0.644

100%

Imbens, Guido W and Rubin, Donald B

2015

3.0

0.024

0.644

100%

Jiang, Liang and Phillips, Peter CB and Tao, Yubo ...

2023

1.5

0.024

0.644

100%

Jiang, Liang and Linton, Oliver B and Tang, Haihan...

2024

1.5

0.024

0.644

100%

Angrist, Joshua D and Imbens, Guido W and Rubin, D...

1996

2.5

0.024

0.644

100%

Abadie, Alberto

2002

2.5

0.024

0.644

100%

Robins, James M and Rotnitzky, Andrea

1995

2.5

0.024

0.644

100%

Duflo, Esther and Glennerster, Rachel and Kremer, ...

2007

1.0

0.012

0.406

100%

Kohavi, Ron and Tang, Diane and Xu, Ya

2020

1.0

0.012

0.406

100%

Doksum, Kjell

1974

0.5

0.012

0.406

100%

Lehmann, Erich Leo and D'Abrera, Howard J

1975

0.5

0.012

0.406

100%

Oka, Tatsushi and Yasui, Shota and Hayakawa, Yuta ... (self)

2025

0.5

0.012

0.406

100%

Byambadalai, Undral and Oka, Tatsushi and Yasui, S... (self)

2024

0.5

0.012

0.406

100%

Hirata, Tomu and Byambadalai, Undral and Oka, Tats... (self)

2025

0.5

0.012

0.406

100%

Byambadalai, Undral and Hirata, Tomu and Oka, Tats... (self)

2025

0.5

0.012

0.406

100%

Haavelmo, Trygve

1943

0.5

0.012

0.406

100%

Manski, Charles F

1990

0.5

0.012

0.406

100%

Balke, Alexander and Pearl, Judea

1997

0.5

0.012

0.406

100%

Chernozhukov, Victor and Hansen, Christian

2004

0.5

0.012

0.406

100%

Chernozhukov, Victor and Hansen, Christian

2005

0.5

0.012

0.406

100%

Chernozhukov, Victor and Hansen, Christian

2006

0.5

0.012

0.406

100%

Kaido, Hiroaki and Wu

2021

0.5

0.012

0.406

100%

Abadie, Alberto and Angrist, Joshua and Imbens, Gu...

2002

0.5

0.012

0.406

100%

Fro

2013

0.5

0.012

0.406

100%

2020

0.5

0.012

0.406

100%

Chernozhukov, Victor and Imbens, Guido W and Newey...

2007

0.5

0.012

0.406

100%

Horowitz, Joel L and Lee, Sokbae

2007

0.5

0.012

0.406

100%

Brisen

2020

0.5

0.012

0.406

100%

Kook, Lucas and Pfister, Niklas

2024

0.5

0.012

0.406

100%

Kallus, Nathan and Mao, Xiaojie and Uehara, Masato...

2024

0.5

0.012

0.406

100%

Chernozhukov, Victor and Ferna

2024

0.5

0.012

0.406

100%

Fisher, Ronald Aylmer

1932

0.5

0.012

0.406

100%

Cochran, William Gemmell

1977

0.5

0.012

0.406

100%

Yang, Li and Tsiatis, Anastasios A

2001

0.5

0.012

0.406

100%

Rosenbaum, Paul R

2002

0.5

0.012

0.406

100%

Freedman, David A

2008

0.5

0.012

0.406

100%

Freedman, David A

2008

0.5

0.012

0.406

100%

Tsiatis, Anastasios A and Davidian, Marie and Zhan...

2008

0.5

0.012

0.406

100%

Rosenblum, Michael and Van Der Laan, Mark J

2010

0.5

0.012

0.406

100%

Lin, Winston

2013

0.5

0.012

0.406

100%

Berk, Richard and Pitkin, Emil and Brown, Lawrence...

2013

0.5

0.012

0.406

100%

Ding, Peng and Feller, Avi and Miratrix, Luke

2019

0.5

0.012

0.406

100%

Cytrynbaum, Max

2024

0.5

0.012

0.406

100%

Rafi, Ahnaf

2023

0.5

0.012

0.406

100%

Bai, Yuehao and Jiang, Liang and Romano, Joseph P ...

2024

0.5

0.012

0.406

100%

Bannick, Marlena S and Shao, Jun and Liu, Jingyi a...

2023

0.5

0.012

0.406

100%

Tu, Fuyi and Ma, Wei and Liu, Hanzhong

2023

0.5

0.012

0.406

100%

Wang, Bingkai and Susukida, Ryoko and Mojtabai, Ra...

2023

0.5

0.012

0.406

100%

Robinson, Peter M

1988

0.5

0.012

0.406

100%

Bickel, Peter J and Klaassen, Chris AJ and Bickel,...

1993

0.5

0.012

0.406

100%

Newey, Whitney K

1994

0.5

0.012

0.406

100%

Ichimura, Hidehiko and Newey, Whitney K

2022

0.5

0.012

0.406

100%

Neyman, Jerzy

1959

0.5

0.012

0.406

100%

Rubin, Donald B

1974

2.0

0.012

0.406

100%

Efron, Bradley

1971

2.0

0.012

0.406

100%

Wei, Lee-Jen

1978

2.0

0.012

0.406

100%

Robins, James M and Rotnitzky, Andrea and Zhao, Lu...

1994

2.0

0.012

0.406

100%

Finkelstein, Amy N and Taubman, Sarah L and Allen,...

2016

2.0

0.012

0.406

100%

Finkelstein, Amy and Taubman, Sarah and Wright, Bi...

2012

2.0

0.012

0.406

100%

Su, Fangzhou and Mou, Wenlong and Ding, Peng and W...

2023

1.0

0.012

0.406

100%

Su, Fangzhou and Mou, Wenlong and Ding, Peng and W...

2023

1.0

0.012

0.406

100%

van der Vaart, AW and Wellner, Jon

1996

2.5

0.060

0.188

Chernozhukov, Victor and Chetverikov, Denis and Ka...

2014

0.5

0.012

0.087

Bugni, Federico A and Canay, Ivan A and Shaikh, Az...

2018

0.5

0.012

0.087

Hahn, Jinyong

1998

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.