Citation Analysis – Balancing Flexibility and Interpretability: A Conditional Linear Model Estimation via Random Forest

Balancing Flexibility and Interpretability: A Conditional Linear Model Estimation via Random Forest
Ricardo Masini, Marcelo Medeiros
https://arxiv.org/abs/2502.13438

Citation mentions

Cited references

Sections

9,171

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	R. Friedberg and J. Tibshirani and S. Athey and S....	2021	5	4	6.0	0.114	1.000	100%
2	S. Athey and J. Tibishirani and S. Wager	2019	3	2	2.0	0.068	0.737	100%
3	M. G. Dagenais	1969	2	2	1.5	0.045	0.644	100%
4	S. M. Goldfeld and R. Quandt	1972	2	2	1.5	0.045	0.644	100%
5	T. Hastie and R. Tibishirani	1993	2	2	1.5	0.045	0.644	100%
6	S. Athey and G.W. Imbens	2019	1	1	1.0	0.023	0.406	100%
7			1	1	1.0	0.023	0.406	100%
8	R. Chen and R. S. Tsay	1993	1	1	1.0	0.023	0.406	100%
9	L. Breiman	2001	1	1	1.0	0.023	0.406	100%
10	R.E. Quandt	1972	1	1	0.5	0.023	0.406	100%
11	N. M. Kiefer	1978	1	1	0.5	0.023	0.406	100%
12	H. Tong and K.S. Lim	1980	1	1	0.5	0.023	0.406	100%
13	R.S. Tsay	1989	1	1	0.5	0.023	0.406	100%
14	K. S. Chan and H. Tong	1986	1	1	0.5	0.023	0.406	100%
15	T. Teräsvirta	1994	1	1	0.5	0.023	0.406	100%
16	M. C. Medeiros and A. Veiga (self)	2000	1	1	0.5	0.023	0.406	100%
17	M. C. Medeiros and A. Veiga (self)	2005	1	1	0.5	0.023	0.406	100%
18	Suarez-Fariñas and C.E. Pedreira and M. C. Medeiro... (self)	2004	1	1	0.5	0.023	0.406	100%
19	J. Fan and W. Zhang	1999	1	1	0.5	0.023	0.406	100%
20	Z. Cai and J. Fan and Q. Yao	2000	1	1	0.5	0.023	0.406	100%
21	B.E. Hansen	2000	1	1	2.0	0.023	0.406	100%
22	S. Athey and G.W. Imbens	2016	1	1	2.0	0.023	0.406	100%
23	V. Chernozhukov and I. Fernández-Val and Y. Luo	2018	1	1	2.0	0.023	0.406	100%
24	W. Areosa and M. McAleer and M.C. Medeiros (self)	2011	1	1	2.0	0.023	0.406	100%
25	S. Bonhomme and E. Manresa	2015	1	1	2.0	0.023	0.406	100%
26	M.D. Cattaneo and R.K. Crump and M.H. Farrell and ...	2024	1	1	2.0	0.023	0.406	100%
27	J. Fan and C. Zhang and J. Zhang	2001	1	1	2.0	0.023	0.406	100%
28	R.J. Barro and X. Sala-i-Martin	1992	1	1	2.0	0.023	0.406	100%
29	Wei Peng and Tim Coleman and Lucas Mentch	2022	2	1	1.0	0.045	0.110	0%
30	Stefan Wager and Guenther Walther	2016	1	1	0.5	0.023	0.087	0%
31	Feller, W.	1957	1	1	0.5	0.023	0.087	0%
32	Cribari-Neto, Francisco and Garcia, Nancy Lopes an...	2000	1	1	0.5	0.023	0.087	0%
33	Vaart, A. W. van der	1998	1	1	0.5	0.023	0.087	0%
34	S. Wager and S. Athey	2018	1	1	0.5	0.023	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

R. Friedberg and J. Tibshirani and S. Athey and S....

2021

6.0

0.114

1.000

100%

S. Athey and J. Tibishirani and S. Wager

2019

2.0

0.068

0.737

100%

M. G. Dagenais

1969

1.5

0.045

0.644

100%

S. M. Goldfeld and R. Quandt

1972

1.5

0.045

0.644

100%

T. Hastie and R. Tibishirani

1993

1.5

0.045

0.644

100%

S. Athey and G.W. Imbens

2019

1.0

0.023

0.406

100%

1.0

0.023

0.406

100%

R. Chen and R. S. Tsay

1993

1.0

0.023

0.406

100%

L. Breiman

2001

1.0

0.023

0.406

100%

R.E. Quandt

1972

0.5

0.023

0.406

100%

N. M. Kiefer

1978

0.5

0.023

0.406

100%

H. Tong and K.S. Lim

1980

0.5

0.023

0.406

100%

R.S. Tsay

1989

0.5

0.023

0.406

100%

K. S. Chan and H. Tong

1986

0.5

0.023

0.406

100%

T. Teräsvirta

1994

0.5

0.023

0.406

100%

M. C. Medeiros and A. Veiga (self)

2000

0.5

0.023

0.406

100%

M. C. Medeiros and A. Veiga (self)

2005

0.5

0.023

0.406

100%

Suarez-Fariñas and C.E. Pedreira and M. C. Medeiro... (self)

2004

0.5

0.023

0.406

100%

J. Fan and W. Zhang

1999

0.5

0.023

0.406

100%

Z. Cai and J. Fan and Q. Yao

2000

0.5

0.023

0.406

100%

B.E. Hansen

2000

2.0

0.023

0.406

100%

S. Athey and G.W. Imbens

2016

2.0

0.023

0.406

100%

V. Chernozhukov and I. Fernández-Val and Y. Luo

2018

2.0

0.023

0.406

100%

W. Areosa and M. McAleer and M.C. Medeiros (self)

2011

2.0

0.023

0.406

100%

S. Bonhomme and E. Manresa

2015

2.0

0.023

0.406

100%

M.D. Cattaneo and R.K. Crump and M.H. Farrell and ...

2024

2.0

0.023

0.406

100%

J. Fan and C. Zhang and J. Zhang

2001

2.0

0.023

0.406

100%

R.J. Barro and X. Sala-i-Martin

1992

2.0

0.023

0.406

100%

Wei Peng and Tim Coleman and Lucas Mentch

2022

1.0

0.045

0.110

Stefan Wager and Guenther Walther

2016

0.5

0.023

0.087

Feller, W.

1957

0.5

0.023

0.087

Cribari-Neto, Francisco and Garcia, Nancy Lopes an...

2000

0.5

0.023

0.087

Vaart, A. W. van der

1998

0.5

0.023

0.087

S. Wager and S. Athey

2018

0.5

0.023

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.