Citation Analysis – \LARGE\bf Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score Based Estimators

Citation Analysis

\LARGE\bf Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score Based Estimators
Sven Klaassen, Jan Rabenseifner, Jannis Kueck, Philipp Bach
https://arxiv.org/abs/2503.17290

Citation mentions

Cited references

Sections

2,135

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	Deshpande, Shachi and Kuleshov, Volodymyr	2023	5	3	7.0	0.068	1.000	100%
2	Lars van der Laan and Ziming Lin and Marco Carone ...	2024	7	3	11.0	0.096	1.000	100%
3	Daniele Ballinari	2024	5	2	10.0	0.068	0.874	100%
4	van der Laan, Lars and Ulloa-Perez, Ernesto and Ca...	2023	3	3	4.5	0.041	0.843	100%
5	Gutman, Rom and Karavani, Ehud and Shimoni, Yishai	2024	2	2	2.5	0.027	0.644	100%
6	Mammen, Enno and Yu, Kyusang	2007	2	2	2.5	0.027	0.644	100%
7	Wu	2023	2	2	2.5	0.027	0.644	100%
8	Cun-Hui Zhang	2002	2	2	4.0	0.027	0.644	100%
9	Daniele Ballinari and Nora Bearth	2025	3	1	1.5	0.041	0.585	100%
10	Rosenbaum, Paul R and Rubin, Donald B	1983	2	1	4.0	0.027	0.511	100%
11	Fan Yang and Rina Foygel Barber	2019	2	1	1.0	0.027	0.511	100%
12	Chirag Gupta and Aaditya K. Ramdas	2021	2	1	4.0	0.027	0.511	100%
13	Vaart, AW van der and Wellner, Jon A	2023	2	1	4.0	0.027	0.511	100%
14	Naeini, Pakdaman Mahdi and Cooper, Gregory and Hau...	2015	2	1	4.0	0.027	0.511	100%
15	Gneiting, Tilmann and Ranjan, Roopesh	2011	1	1	2.0	0.014	0.406	100%
16	Chernozhukov, Victor and Chetverikov, Denis and De...	2018	1	1	0.5	0.014	0.406	100%
17	Lars van der Laan and Alex Luedtke and Marco Caron...	2024	1	1	0.5	0.014	0.406	100%
18	Victor Chernozhukov and Whitney K. Newey and Rahul...		1	1	0.5	0.014	0.406	100%
19	Victor Chernozhukov and Whitney K. Newey and Victo...	2024	1	1	0.5	0.014	0.406	100%
20	Gamarnik, David	1998	1	1	0.5	0.014	0.406	100%
21	Toth, Zoltan and Talagrand, Olivier and Zhu, Yueji...	2006	1	1	2.0	0.014	0.406	100%
22	Dawid, A. P.	2014	1	1	2.0	0.014	0.406	100%
23	T Gneiting	2014	1	1	2.0	0.014	0.406	100%
24	Gneiting, Tilmann and Balabdaoui, Fadoua and Rafte...	2007	1	1	2.0	0.014	0.406	100%
25	Gupta, Chirag and Podkopaev, Aleksandr and Ramdas,...	2020	1	1	2.0	0.014	0.406	100%
26	Platt, John	1999	1	1	2.0	0.014	0.406	100%
27	Cox, D. R.	1958	1	1	2.0	0.014	0.406	100%
28	Zadrozny, Bianca and Elkan, Charles	2001	1	1	2.0	0.014	0.406	100%
29	Zadrozny, Bianca and Elkan, Charles	2002	1	1	2.0	0.014	0.406	100%
30	R. E. Barlow and H. D. Brunk	1972	1	1	2.0	0.014	0.406	100%
31	Vladimir Vovk and Ivan Petej	2014	1	1	2.0	0.014	0.406	100%
32	Birman, M. Sh. and Solomjak, M. Z.	1967	1	1	2.0	0.014	0.406	100%
33	van de Geer	2000	1	1	2.0	0.014	0.406	100%
34	Philipp Bach and Victor Chernozhukov and Malte S. ... (self)	2022	1	1	2.0	0.014	0.406	100%
35	Philipp Bach and Malte S. Kurz and Victor Chernozh... (self)	2024	1	1	2.0	0.014	0.406	100%
36	Belloni, Alexandre and Chernozhukov, Victor and Fe...	2017	1	1	2.0	0.014	0.406	100%
37	Nie, X and Wager, S	2020	1	1	2.0	0.014	0.406	100%
38	Ke, Guolin and Meng, Qi and Finley, Thomas and Wan...	2017	1	1	2.0	0.014	0.406	100%
39	Pedregosa, F. and Varoquaux, G. and Gramfort, A. a...	2011	1	1	2.0	0.014	0.406	100%
40	Vladimir Vovk and Ivan Petej and Valentina Fedorov...	2015	1	1	2.0	0.014	0.406	100%
41	Petej, Ivan	2024	1	1	2.0	0.014	0.406	100%
42	Yan Sun and Pratik Chaudhari and Ian J. Barnett an...	2024	1	1	2.0	0.014	0.406	100%
43	Nguyen, Khanh and O'Connor, Brendan	2015	1	1	2.0	0.014	0.406	100%
44	Lars van der Laan and Ahmed M. Alaa	2024	1	1	2.0	0.014	0.406	100%
45	Jarosław Błasiok and Parikshit Gopalan and Lunjia ...	2023	1	1	2.0	0.014	0.406	100%
46	Ulf Johansson and Tuwe Löfström and Cecilia Sönstr...	2023	1	1	2.0	0.014	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Deshpande, Shachi and Kuleshov, Volodymyr

2023

7.0

0.068

1.000

100%

Lars van der Laan and Ziming Lin and Marco Carone ...

2024

11.0

0.096

1.000

100%

Daniele Ballinari

2024

10.0

0.068

0.874

100%

van der Laan, Lars and Ulloa-Perez, Ernesto and Ca...

2023

4.5

0.041

0.843

100%

Gutman, Rom and Karavani, Ehud and Shimoni, Yishai

2024

2.5

0.027

0.644

100%

Mammen, Enno and Yu, Kyusang

2007

2.5

0.027

0.644

100%

2023

2.5

0.027

0.644

100%

Cun-Hui Zhang

2002

4.0

0.027

0.644

100%

Daniele Ballinari and Nora Bearth

2025

1.5

0.041

0.585

100%

Rosenbaum, Paul R and Rubin, Donald B

1983

4.0

0.027

0.511

100%

Fan Yang and Rina Foygel Barber

2019

1.0

0.027

0.511

100%

Chirag Gupta and Aaditya K. Ramdas

2021

4.0

0.027

0.511

100%

Vaart, AW van der and Wellner, Jon A

2023

4.0

0.027

0.511

100%

Naeini, Pakdaman Mahdi and Cooper, Gregory and Hau...

2015

4.0

0.027

0.511

100%

Gneiting, Tilmann and Ranjan, Roopesh

2011

2.0

0.014

0.406

100%

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

2018

0.5

0.014

0.406

100%

Lars van der Laan and Alex Luedtke and Marco Caron...

2024

0.5

0.014

0.406

100%

Victor Chernozhukov and Whitney K. Newey and Rahul...

0.5

0.014

0.406

100%

Victor Chernozhukov and Whitney K. Newey and Victo...

2024

0.5

0.014

0.406

100%

Gamarnik, David

1998

0.5

0.014

0.406

100%

Toth, Zoltan and Talagrand, Olivier and Zhu, Yueji...

2006

2.0

0.014

0.406

100%

Dawid, A. P.

2014

2.0

0.014

0.406

100%

T Gneiting

2014

2.0

0.014

0.406

100%

Gneiting, Tilmann and Balabdaoui, Fadoua and Rafte...

2007

2.0

0.014

0.406

100%

Gupta, Chirag and Podkopaev, Aleksandr and Ramdas,...

2020

2.0

0.014

0.406

100%

Platt, John

1999

2.0

0.014

0.406

100%

Cox, D. R.

1958

2.0

0.014

0.406

100%

Zadrozny, Bianca and Elkan, Charles

2001

2.0

0.014

0.406

100%

Zadrozny, Bianca and Elkan, Charles

2002

2.0

0.014

0.406

100%

R. E. Barlow and H. D. Brunk

1972

2.0

0.014

0.406

100%

Vladimir Vovk and Ivan Petej

2014

2.0

0.014

0.406

100%

Birman, M. Sh. and Solomjak, M. Z.

1967

2.0

0.014

0.406

100%

van de Geer

2000

2.0

0.014

0.406

100%

Philipp Bach and Victor Chernozhukov and Malte S. ... (self)

2022

2.0

0.014

0.406

100%

Philipp Bach and Malte S. Kurz and Victor Chernozh... (self)

2024

2.0

0.014

0.406

100%

Belloni, Alexandre and Chernozhukov, Victor and Fe...

2017

2.0

0.014

0.406

100%

Nie, X and Wager, S

2020

2.0

0.014

0.406

100%

Ke, Guolin and Meng, Qi and Finley, Thomas and Wan...

2017

2.0

0.014

0.406

100%

Pedregosa, F. and Varoquaux, G. and Gramfort, A. a...

2011

2.0

0.014

0.406

100%

Vladimir Vovk and Ivan Petej and Valentina Fedorov...

2015

2.0

0.014

0.406

100%

Petej, Ivan

2024

2.0

0.014

0.406

100%

Yan Sun and Pratik Chaudhari and Ian J. Barnett an...

2024

2.0

0.014

0.406

100%

Nguyen, Khanh and O'Connor, Brendan

2015

2.0

0.014

0.406

100%

Lars van der Laan and Ahmed M. Alaa

2024

2.0

0.014

0.406

100%

Jarosław Błasiok and Parikshit Gopalan and Lunjia ...

2023

2.0

0.014

0.406

100%

Ulf Johansson and Tuwe Löfström and Cecilia Sönstr...

2023

2.0

0.014

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.