Citation Analysis – Doubly-Robust Inference for Conditional Average Treatment Effects with High-Dimensional Controls

Doubly-Robust Inference for Conditional Average Treatment Effects with High-Dimensional Controls
Adam Baybutt, Manu Navjeevan
https://arxiv.org/abs/2301.06283

Citation mentions

Cited references

Sections

8,291

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	Semenova, V. and V. Chernozhukov		7	5	11.0	0.090	1.000	100%
2	Belloni, A., V. Chernozhukov, D. Chetverikov, and ...	2015	11	6	16.5	0.141	0.969	91%
3	Tan, Z	2020	5	2	6.0	0.064	0.874	100%
4	Zimmert, M. and M. Lechner	2019	5	2	10.0	0.064	0.874	100%
5	Chetverikov, D. and J. R.-V. Sørensen	2021	8	5	9.5	0.103	0.855	62%
6	Newey, W	1997	4	4	5.5	0.051	0.843	75%
7	Bickel, P. J., Y. Ritov, and A. B. Tsybakov	2009	3	3	5.0	0.038	0.843	100%
8	Belloni, A. and V. Chernozhukov	2013	2	2	3.0	0.026	0.644	100%
9	Wang, W. and J. Yan	2021	2	2	4.0	0.026	0.644	100%
10	Fan, Q., Y.-C. Hsu, R. P. Lieli, and Y. Zhang	2022	2	1	2.0	0.026	0.511	100%
11	Buhlmann, P. and S. van de Geer	2011	2	2	2.5	0.026	0.511	50%
12	Rubin, D. B	1974	1	1	1.0	0.013	0.406	100%
13	Rubin, D. B	1978	1	1	1.0	0.013	0.406	100%
14	Bauer, B. and M. Kohler	2019	1	1	1.0	0.013	0.406	100%
15	Schmidt-Hieber, J		1	1	1.0	0.013	0.406	100%
16	Chernozhukov, V., D. Chetverikov, M. Demirer, E. D...		1	1	1.0	0.013	0.406	100%
17	Smucler, E., A. Rotnitzky, and J. M. Robins	2019	1	1	1.0	0.013	0.406	100%
18	Wu, P., Z. Tan, W. Hu, and X.-H. Zhou	2021	1	1	1.0	0.013	0.406	100%
19	Tibshirani, R	1996	1	1	1.0	0.013	0.406	100%
20	Chetverikov, D., Z. Liao, and V. Chernozhukov	2021	1	1	1.0	0.013	0.406	100%
21	van der Greer, S	2016	1	1	1.0	0.013	0.406	100%
22	Tan, Z	2017	1	1	1.0	0.013	0.406	100%
23	Belloni, A., V. Chernozhukov, and C. Hansen		1	1	2.0	0.013	0.406	100%
24	Belloni, A., D. Chen, V. Chernozhukov, and C. Hans...	2012	1	1	2.0	0.013	0.406	100%
25	Newey, W. K. and D. McFadden	1994	1	1	2.0	0.013	0.406	100%
26	Chen, X	2007	1	1	2.0	0.013	0.406	100%
27	Perperoglou, A., W. Sauerbrei, M. Abrahamowicz, an...	2019	1	1	2.0	0.013	0.406	100%
28	Cattaneo, M	2010	1	1	2.0	0.013	0.406	100%
29	Abrevaya, J	2006	1	1	2.0	0.013	0.406	100%
30	Lee, S., R. Okui, and Y.-J. Whang	2017	1	1	2.0	0.013	0.406	100%
31	De Boor, C	2001	4	1	2.0	0.051	0.139	0%
32	Bickel, P., C. Klaassen, Y. Ritov, and J. Wellner	1993	1	1	0.5	0.013	0.087	0%
33	Hlavac, M	2022	1	1	0.5	0.013	0.087	0%
34	Chernozhukov, V., D. Chetverikov, and K. Kato	2017	1	1	0.5	0.013	0.087	0%
35	Belloni, A., V. Chernozhukov, D. Chetverikov, C. H...	2018	1	1	0.5	0.013	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Semenova, V. and V. Chernozhukov

11.0

0.090

1.000

100%

Belloni, A., V. Chernozhukov, D. Chetverikov, and ...

2015

16.5

0.141

0.969

91%

Tan, Z

2020

6.0

0.064

0.874

100%

Zimmert, M. and M. Lechner

2019

10.0

0.064

0.874

100%

Chetverikov, D. and J. R.-V. Sørensen

2021

9.5

0.103

0.855

62%

Newey, W

1997

5.5

0.051

0.843

75%

Bickel, P. J., Y. Ritov, and A. B. Tsybakov

2009

5.0

0.038

0.843

100%

Belloni, A. and V. Chernozhukov

2013

3.0

0.026

0.644

100%

Wang, W. and J. Yan

2021

4.0

0.026

0.644

100%

Fan, Q., Y.-C. Hsu, R. P. Lieli, and Y. Zhang

2022

2.0

0.026

0.511

100%

Buhlmann, P. and S. van de Geer

2011

2.5

0.026

0.511

50%

Rubin, D. B

1974

1.0

0.013

0.406

100%

Rubin, D. B

1978

1.0

0.013

0.406

100%

Bauer, B. and M. Kohler

2019

1.0

0.013

0.406

100%

Schmidt-Hieber, J

1.0

0.013

0.406

100%

Chernozhukov, V., D. Chetverikov, M. Demirer, E. D...

1.0

0.013

0.406

100%

Smucler, E., A. Rotnitzky, and J. M. Robins

2019

1.0

0.013

0.406

100%

Wu, P., Z. Tan, W. Hu, and X.-H. Zhou

2021

1.0

0.013

0.406

100%

Tibshirani, R

1996

1.0

0.013

0.406

100%

Chetverikov, D., Z. Liao, and V. Chernozhukov

2021

1.0

0.013

0.406

100%

van der Greer, S

2016

1.0

0.013

0.406

100%

Tan, Z

2017

1.0

0.013

0.406

100%

Belloni, A., V. Chernozhukov, and C. Hansen

2.0

0.013

0.406

100%

Belloni, A., D. Chen, V. Chernozhukov, and C. Hans...

2012

2.0

0.013

0.406

100%

Newey, W. K. and D. McFadden

1994

2.0

0.013

0.406

100%

Chen, X

2007

2.0

0.013

0.406

100%

Perperoglou, A., W. Sauerbrei, M. Abrahamowicz, an...

2019

2.0

0.013

0.406

100%

Cattaneo, M

2010

2.0

0.013

0.406

100%

Abrevaya, J

2006

2.0

0.013

0.406

100%

Lee, S., R. Okui, and Y.-J. Whang

2017

2.0

0.013

0.406

100%

De Boor, C

2001

2.0

0.051

0.139

Bickel, P., C. Klaassen, Y. Ritov, and J. Wellner

1993

0.5

0.013

0.087

Hlavac, M

2022

0.5

0.013

0.087

Chernozhukov, V., D. Chetverikov, and K. Kato

2017

0.5

0.013

0.087

Belloni, A., V. Chernozhukov, D. Chetverikov, C. H...

2018

0.5

0.013

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.