Citation Analysis – \Large\bfseries Automatic debiased machine learning and sensitivity analysis for sample selection models

Citation Analysis

\Large\bfseries Automatic debiased machine learning and sensitivity analysis for sample selection models
Jakob Bjelac, Victor Chernozhukov, Phil-Adrian Klotz, Jannis Kueck, Theresa M. A. Schmitz
https://arxiv.org/abs/2601.08643

Citation mentions

Cited references

Sections

6,395

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	Michela Bia and Martin Huber and Lukáš Lafférs	2024	12	5	18.0	0.188	0.941	83%
2	Chernozhukov, Victor and Chetverikov, Denis and De... (self)	2018	4	3	7.0	0.062	0.928	100%
3	Chernozhukov, Victor and Cinelli, Carlos and Newey... (self)	2022	5	4	7.5	0.078	0.928	80%
4	Chernozhukov, Victor and Newey, Whitney and Quinta... (self)	2022	5	2	9.0	0.078	0.874	100%
5	Chernozhukov, Victor and Newey, Whitney K. and Sin... (self)	2022	3	2	6.0	0.047	0.737	100%
6	Bach, Philipp and Chernozhukov, Victor and Klaasse... (self)		3	3	4.5	0.047	0.737	67%
7	Cinelli, Carlos and Hazlett, Chad	2020	2	2	3.0	0.031	0.644	100%
8	Imbens, Guido W.	2003	2	2	3.0	0.031	0.644	100%
9	Altonji, Joseph G. and Elder, Todd E. and Taber, C...	2005	2	2	3.0	0.031	0.644	100%
10	Oster, Emily	2019	2	2	3.0	0.031	0.644	100%
11	Chernozhukov, Victor and Newey, Whitney K. and Sin... (self)	2022	2	1	2.0	0.031	0.511	100%
12	Bach, Philipp and Chernozhukov, Victor and Spindle... (self)	2024	2	1	4.0	0.031	0.511	100%
13	Heckman, James J.	1976	1	1	1.0	0.016	0.406	100%
14	Heckman, James J.	1979	1	1	1.0	0.016	0.406	100%
15	Hausman, Jerry A. and Wise, David A.	1979	1	1	1.0	0.016	0.406	100%
16	Little, Roderick J. A.	1995	1	1	1.0	0.016	0.406	100%
17	Robins, James M. and Rotnitzky, Andrea and Zhao, L...	1994	1	1	1.0	0.016	0.406	100%
18	Herna	2004	1	1	1.0	0.016	0.406	100%
19	Dolgikh, Sofiia and Potanin, Bodan	2025	1	1	1.0	0.016	0.406	100%
20	Philipp Bach and Sven Klaassen and Jannis Kueck an... (self)	2025	1	1	1.0	0.016	0.406	100%
21	Rubin, Donald B.	1974	1	1	2.0	0.016	0.406	100%
22	Rubin, Donald B.	1977	1	1	2.0	0.016	0.406	100%
23	Rubin, Donald B.	1980	1	1	2.0	0.016	0.406	100%
24	Rubin, Donald B.	1976	1	1	2.0	0.016	0.406	100%
25	Levit, B. Ya.	1975	1	1	2.0	0.016	0.406	100%
26	Ibragimov, Ildar A. and Has'minskii, Rafail Z.	1979	1	1	2.0	0.016	0.406	100%
27	Newey, Whitney K.	1994	1	1	2.0	0.016	0.406	100%
28	Hirshberg, David A. and Wager, Stefan	2021	1	1	2.0	0.016	0.406	100%
29	Chernozhukov, Victor and Newey, Whitney and Singh,... (self)	2020	1	1	2.0	0.016	0.406	100%
30	Susan Athey and Julie Tibshirani and Stefan Wager	2019	1	1	2.0	0.016	0.406	100%
31	Bach, Philipp and Schacht, Oliver and Chernozhukov... (self)	2024	1	1	2.0	0.016	0.406	100%
32	Pedregosa, Fabian and Varoquaux, Gae	2011	1	1	0.5	0.016	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Michela Bia and Martin Huber and Lukáš Lafférs

2024

18.0

0.188

0.941

83%

Chernozhukov, Victor and Chetverikov, Denis and De... (self)

2018

7.0

0.062

0.928

100%

Chernozhukov, Victor and Cinelli, Carlos and Newey... (self)

2022

7.5

0.078

0.928

80%

Chernozhukov, Victor and Newey, Whitney and Quinta... (self)

2022

9.0

0.078

0.874

100%

Chernozhukov, Victor and Newey, Whitney K. and Sin... (self)

2022

6.0

0.047

0.737

100%

Bach, Philipp and Chernozhukov, Victor and Klaasse... (self)

4.5

0.047

0.737

67%

Cinelli, Carlos and Hazlett, Chad

2020

3.0

0.031

0.644

100%

Imbens, Guido W.

2003

3.0

0.031

0.644

100%

Altonji, Joseph G. and Elder, Todd E. and Taber, C...

2005

3.0

0.031

0.644

100%

Oster, Emily

2019

3.0

0.031

0.644

100%

Chernozhukov, Victor and Newey, Whitney K. and Sin... (self)

2022

2.0

0.031

0.511

100%

Bach, Philipp and Chernozhukov, Victor and Spindle... (self)

2024

4.0

0.031

0.511

100%

Heckman, James J.

1976

1.0

0.016

0.406

100%

Heckman, James J.

1979

1.0

0.016

0.406

100%

Hausman, Jerry A. and Wise, David A.

1979

1.0

0.016

0.406

100%

Little, Roderick J. A.

1995

1.0

0.016

0.406

100%

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

1994

1.0

0.016

0.406

100%

Herna

2004

1.0

0.016

0.406

100%

Dolgikh, Sofiia and Potanin, Bodan

2025

1.0

0.016

0.406

100%

Philipp Bach and Sven Klaassen and Jannis Kueck an... (self)

2025

1.0

0.016

0.406

100%

Rubin, Donald B.

1974

2.0

0.016

0.406

100%

Rubin, Donald B.

1977

2.0

0.016

0.406

100%

Rubin, Donald B.

1980

2.0

0.016

0.406

100%

Rubin, Donald B.

1976

2.0

0.016

0.406

100%

Levit, B. Ya.

1975

2.0

0.016

0.406

100%

Ibragimov, Ildar A. and Has'minskii, Rafail Z.

1979

2.0

0.016

0.406

100%

Newey, Whitney K.

1994

2.0

0.016

0.406

100%

Hirshberg, David A. and Wager, Stefan

2021

2.0

0.016

0.406

100%

Chernozhukov, Victor and Newey, Whitney and Singh,... (self)

2020

2.0

0.016

0.406

100%

Susan Athey and Julie Tibshirani and Stefan Wager

2019

2.0

0.016

0.406

100%

Bach, Philipp and Schacht, Oliver and Chernozhukov... (self)

2024

2.0

0.016

0.406

100%

Pedregosa, Fabian and Varoquaux, Gae

2011

0.5

0.016

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.