Citation Analysis – \Large Personalized Assignment to One of Many Treatment Arms \\ via Regularized and Clustered Joint Assignment Forests

Citation Analysis

\Large Personalized Assignment to One of Many Treatment Arms \\ via Regularized and Clustered Joint Assignment Forests
Rahul Ladhania, Jann Spiess, Lyle Ungar, Wenbo Wu
https://arxiv.org/abs/2311.00577

Citation mentions

Cited references

Sections

2,782

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	Athey, Susan and Tibshirani, Julie and Wager, Stef...	2019	5	4	8.0	0.114	1.000	100%
2	Kallus, Nathan		5	4	8.0	0.114	1.000	100%
3	Ma, Haixu and Zeng, Donglin and Liu, Yufeng		4	2	6.0	0.091	0.811	100%
4	Hitsch, Ggnter J and Misra, Sanjog		2	2	3.0	0.045	0.644	100%
5	Nie, Xinkun and Wager, Stefan	2021	2	2	3.0	0.045	0.644	100%
6	Wu, Edward and Gagnon-Bartsch, Johann A	2018	3	2	4.5	0.068	0.644	67%
7	Athey, Susan and Imbens, Guido	2016	2	1	2.0	0.045	0.511	100%
8	Sverdrup, Erik and Kanodia, Ayush and Zhou, Zhengy...		2	1	2.0	0.045	0.511	100%
9	Kitagawa, Toru and Tetenov, Aleksey		2	1	2.0	0.045	0.511	100%
10	Zhou, Xuan and Wang, Yuanjia and Zeng, Donglin	2018	2	1	2.0	0.045	0.511	100%
11	Spiess, Jann (self)	2018	2	2	2.5	0.045	0.511	50%
12	Wager, Stefan and Athey, Susan		1	1	1.0	0.023	0.406	100%
13	Athey, Susan and Wager, Stefan	2020	1	1	1.0	0.023	0.406	100%
14	Murphy, Susan A	2005	1	1	1.0	0.023	0.406	100%
15	Zhou, Zhengyuan and Athey, Susan and Wager, Stefan	2022	1	1	1.0	0.023	0.406	100%
16	Milkman, Katherine L and Patel, Mitesh S and Gandh...	2021	1	1	1.0	0.023	0.406	100%
17	Milkman, Katherine L and Patel, Mitesh S and Gandh...	2021	1	1	1.0	0.023	0.406	100%
18	Ogawa, Yusuke and Furukawa, Toshi A and Takeshima,...	2018	1	1	1.0	0.023	0.406	100%
19	Banerjee, Abhijit and Chandrasekhar, Arun G and Da...	2021	1	1	1.0	0.023	0.406	100%
20	Wager, Stefan and Athey, Susan	2018	1	1	2.0	0.023	0.406	100%
21	Wager, Stefan and Du, Wenfei and Taylor, Jonathan ...	2016	1	1	2.0	0.023	0.406	100%
22	Bonhomme, S and Manresa, E		1	1	2.0	0.023	0.406	100%
23	Bonhomme, Ste	2022	1	1	2.0	0.023	0.406	100%
24	Wald, Abraham		1	1	2.0	0.023	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Athey, Susan and Tibshirani, Julie and Wager, Stef...

2019

8.0

0.114

1.000

100%

Kallus, Nathan

8.0

0.114

1.000

100%

Ma, Haixu and Zeng, Donglin and Liu, Yufeng

6.0

0.091

0.811

100%

Hitsch, Ggnter J and Misra, Sanjog

3.0

0.045

0.644

100%

Nie, Xinkun and Wager, Stefan

2021

3.0

0.045

0.644

100%

Wu, Edward and Gagnon-Bartsch, Johann A

2018

4.5

0.068

0.644

67%

Athey, Susan and Imbens, Guido

2016

2.0

0.045

0.511

100%

Sverdrup, Erik and Kanodia, Ayush and Zhou, Zhengy...

2.0

0.045

0.511

100%

Kitagawa, Toru and Tetenov, Aleksey

2.0

0.045

0.511

100%

Zhou, Xuan and Wang, Yuanjia and Zeng, Donglin

2018

2.0

0.045

0.511

100%

Spiess, Jann (self)

2018

2.5

0.045

0.511

50%

Wager, Stefan and Athey, Susan

1.0

0.023

0.406

100%

Athey, Susan and Wager, Stefan

2020

1.0

0.023

0.406

100%

Murphy, Susan A

2005

1.0

0.023

0.406

100%

Zhou, Zhengyuan and Athey, Susan and Wager, Stefan

2022

1.0

0.023

0.406

100%

Milkman, Katherine L and Patel, Mitesh S and Gandh...

2021

1.0

0.023

0.406

100%

Milkman, Katherine L and Patel, Mitesh S and Gandh...

2021

1.0

0.023

0.406

100%

Ogawa, Yusuke and Furukawa, Toshi A and Takeshima,...

2018

1.0

0.023

0.406

100%

Banerjee, Abhijit and Chandrasekhar, Arun G and Da...

2021

1.0

0.023

0.406

100%

Wager, Stefan and Athey, Susan

2018

2.0

0.023

0.406

100%

Wager, Stefan and Du, Wenfei and Taylor, Jonathan ...

2016

2.0

0.023

0.406

100%

Bonhomme, S and Manresa, E

2.0

0.023

0.406

100%

Bonhomme, Ste

2022

2.0

0.023

0.406

100%

Wald, Abraham

2.0

0.023

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.