Citation Analysis – Robust Semiparametric Inference for Bayesian Additive Regression Trees

Robust Semiparametric Inference for Bayesian Additive Regression Trees
Christoph Breunig, Ruixuan Liu, Zhengfei Yu
https://arxiv.org/abs/2509.24634

136

Citation mentions

Cited references

Sections

10,862

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	Yiu, A., Fong, E., Holmes, C., and Rousseau, J	2025	18	9	28.5	0.132	0.941	83%
2	Rockova, V. and van der Pas, S	2020	5	3	5.5	0.037	0.928	80%
3	Ray, K. and van der Vaart, A	2020	13	7	18.0	0.096	0.885	69%
4	Linero, A. R. and Yang, Y	2018	6	2	10.0	0.044	0.874	100%
5	Breunig, C., Liu, R., and Yu, Z (self)	2025a	15	4	19.0	0.110	0.843	60%
6	van der Vaart, A. and Wellner, J. A	1996	7	5	8.0	0.051	0.754	43%
7	Chernozhukov, V., Chetverikov, D., Demirer, M., Du...	2018	3	2	6.0	0.022	0.737	100%
8	Ghosal, S., Ghosh, J. K., and van der Vaart, A. W	2000	3	3	4.5	0.022	0.737	67%
9	Chipman, H. A., George, E. I., and McCulloch, R. E	2010	4	3	5.0	0.029	0.737	50%
10	Jeong, S. and Rockova, V	2023	13	3	12.0	0.096	0.727	38%
11	Sparapani, R., Spanbauer, C., and McCulloch, R	2021	6	3	6.0	0.044	0.693	33%
12	Xie, F. and Xu, Y	2020	3	2	4.5	0.022	0.644	67%
13	Chan, K. C. G., Yam, S. C. P., and Zhang, Z	2016	4	1	8.0	0.029	0.644	100%
14	Rockova, V	2020	3	1	3.0	0.022	0.585	100%
15	Breunig, C., Liu, R., and Yu, Z (self)	2024	2	2	1.5	0.015	0.511	50%
16	Schick, A	1986	2	1	4.0	0.015	0.511	100%
17	Chernozhukov, V., Chetverikov, D., Demirer, M., Du...	2017	2	1	4.0	0.015	0.511	100%
18	Rockova, V. and Saha, E	2020	2	2	2.5	0.015	0.511	50%
19	Dorie, V., Hill, J., Shalit, U., Scott, M., and Ce...	2019	1	1	1.0	0.007	0.406	100%
20	Hahn, P., Murray, J., and Carvalho, C	2020	1	1	1.0	0.007	0.406	100%
21	Chernozhukov, V., Newey, W., and Singh, R	2022b	1	1	1.0	0.007	0.406	100%
22	Castillo, I. and Rockova, V	2021	1	1	1.0	0.007	0.406	100%
23	Rubin, D	1981	1	1	2.0	0.007	0.406	100%
24	Robins, J. M., Rotnitzky, A., and Zhao, L. P	1994	1	1	2.0	0.007	0.406	100%
25	van der Vaart, A	1998	1	1	2.0	0.007	0.406	100%
26	Chernozhukov, V., Escanciano, J. C., Ichimura, H.,...	2022a	1	1	2.0	0.007	0.406	100%
27	Chernozhukov, V., Newey, W., and Singh, R	2022c	1	1	2.0	0.007	0.406	100%
28	Hirshberg, D. A. and Wager, S	2021	1	1	2.0	0.007	0.406	100%
29	Dudley, R. M	2002	1	1	2.0	0.007	0.406	100%
30	Hahn, P., Murray, J., and Carvalho, C	2018	1	1	2.0	0.007	0.406	100%
31	Ray, K. and van der Vaart, A	2021	2	1	1.0	0.015	0.110	0%
32	Ghosal, S. and Van der Vaart, A	2017	2	1	1.0	0.015	0.110	0%
33	Han, Q	2021	2	1	1.0	0.015	0.110	0%
34	Ghosal, S. and van der Vaart, A	2007	1	1	0.5	0.007	0.087	0%
35	Ledoux, M. and Talagrand, M	1991	1	1	0.5	0.007	0.087	0%
36	Breunig, C., Liu, R., and Yu, Z (self)	2025b	1	1	0.5	0.007	0.087	0%
37	Imbens, G. W	2004	1	1	0.5	0.007	0.087	0%
38	Heckman, J. J., Ichimura, H., and Todd, P. E	1997	1	1	0.5	0.007	0.087	0%
39	Albert, J. H. and Chib, S	1993	1	1	0.5	0.007	0.087	0%
40	Andrews, D. F. and Mallows, C. L	1974	1	1	0.5	0.007	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Yiu, A., Fong, E., Holmes, C., and Rousseau, J

2025

28.5

0.132

0.941

83%

Rockova, V. and van der Pas, S

2020

5.5

0.037

0.928

80%

Ray, K. and van der Vaart, A

2020

18.0

0.096

0.885

69%

Linero, A. R. and Yang, Y

2018

10.0

0.044

0.874

100%

Breunig, C., Liu, R., and Yu, Z (self)

2025a

19.0

0.110

0.843

60%

van der Vaart, A. and Wellner, J. A

1996

8.0

0.051

0.754

43%

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

2018

6.0

0.022

0.737

100%

Ghosal, S., Ghosh, J. K., and van der Vaart, A. W

2000

4.5

0.022

0.737

67%

Chipman, H. A., George, E. I., and McCulloch, R. E

2010

5.0

0.029

0.737

50%

Jeong, S. and Rockova, V

2023

12.0

0.096

0.727

38%

Sparapani, R., Spanbauer, C., and McCulloch, R

2021

6.0

0.044

0.693

33%

Xie, F. and Xu, Y

2020

4.5

0.022

0.644

67%

Chan, K. C. G., Yam, S. C. P., and Zhang, Z

2016

8.0

0.029

0.644

100%

Rockova, V

2020

3.0

0.022

0.585

100%

Breunig, C., Liu, R., and Yu, Z (self)

2024

1.5

0.015

0.511

50%

Schick, A

1986

4.0

0.015

0.511

100%

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

2017

4.0

0.015

0.511

100%

Rockova, V. and Saha, E

2020

2.5

0.015

0.511

50%

Dorie, V., Hill, J., Shalit, U., Scott, M., and Ce...

2019

1.0

0.007

0.406

100%

Hahn, P., Murray, J., and Carvalho, C

2020

1.0

0.007

0.406

100%

Chernozhukov, V., Newey, W., and Singh, R

2022b

1.0

0.007

0.406

100%

Castillo, I. and Rockova, V

2021

1.0

0.007

0.406

100%

Rubin, D

1981

2.0

0.007

0.406

100%

Robins, J. M., Rotnitzky, A., and Zhao, L. P

1994

2.0

0.007

0.406

100%

van der Vaart, A

1998

2.0

0.007

0.406

100%

Chernozhukov, V., Escanciano, J. C., Ichimura, H.,...

2022a

2.0

0.007

0.406

100%

Chernozhukov, V., Newey, W., and Singh, R

2022c

2.0

0.007

0.406

100%

Hirshberg, D. A. and Wager, S

2021

2.0

0.007

0.406

100%

Dudley, R. M

2002

2.0

0.007

0.406

100%

Hahn, P., Murray, J., and Carvalho, C

2018

2.0

0.007

0.406

100%

Ray, K. and van der Vaart, A

2021

1.0

0.015

0.110

Ghosal, S. and Van der Vaart, A

2017

1.0

0.015

0.110

Han, Q

2021

1.0

0.015

0.110

Ghosal, S. and van der Vaart, A

2007

0.5

0.007

0.087

Ledoux, M. and Talagrand, M

1991

0.5

0.007

0.087

Breunig, C., Liu, R., and Yu, Z (self)

2025b

0.5

0.007

0.087

Imbens, G. W

2004

0.5

0.007

0.087

Heckman, J. J., Ichimura, H., and Todd, P. E

1997

0.5

0.007

0.087

Albert, J. H. and Chib, S

1993

0.5

0.007

0.087

Andrews, D. F. and Mallows, C. L

1974

0.5

0.007

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.