Citation Analysis – Model Selection in High-Dimensional Linear Regression using Boosting with Multiple Testing%

Model Selection in High-Dimensional Linear Regression using Boosting with Multiple Testing%
George Kapetanios, Vasilis Sarafidis, Alexia Ventouri
https://arxiv.org/abs/2602.19705

Citation mentions

Cited references

Sections

22,240

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	Michael W. McCracken and Serena Ng	2021	4	3	7.0	0.060	0.928	100%
2	A. Chudik and G. Kapetanios and M. H. Pesaran (self)	2018	15	7	17.5	0.224	0.811	53%
3	Dendramis, Yiannis and Giraitis, Liudas and Kapeta... (self)	2021	7	5	7.5	0.104	0.754	43%
4	R. Tibshirani	1996	2	2	3.0	0.030	0.644	100%
5	Matthews, Brian W.	1975	2	2	3.0	0.030	0.644	100%
6	Zhao, Peng and Yu, Bin	2006	3	3	3.0	0.045	0.585	33%
7	J. Fan and R. Li	2001	1	1	1.0	0.015	0.406	100%
8	A. Antoniadis and J. Fan	2001	1	1	1.0	0.015	0.406	100%
9	B. Efron and T. Hastie and I Johnstone and R. Tibs...	2004	1	1	1.0	0.015	0.406	100%
10	H. Zhou and T. Hastie	2005	1	1	1.0	0.015	0.406	100%
11	E. Candes and T. Tao	2007	1	1	1.0	0.015	0.406	100%
12	J. Lv and Y. Fan	2009	1	1	1.0	0.015	0.406	100%
13	J. P. Bickel and Y. Ritov and A. Tsybakov	2009	1	1	1.0	0.015	0.406	100%
14	C. H. Zhang	2010	1	1	1.0	0.015	0.406	100%
15	J. Fan and J. Lv	2013	1	1	1.0	0.015	0.406	100%
16	J. Fan and C. Tang	2013	1	1	1.0	0.015	0.406	100%
17	J. Friedman	2001	1	1	1.0	0.015	0.406	100%
18	P. Buhlmann	2006	1	1	1.0	0.015	0.406	100%
19	Kapetanios, George and Blake, Andrew P. (self)	2010	1	1	1.0	0.015	0.406	100%
20	Y. Leng and Y. Lin and G. Wahba	2006	1	1	1.0	0.015	0.406	100%
21	Hastie, T. and Tibshirani R. and Friedman J.	2009	1	1	1.0	0.015	0.406	100%
22	J. Chen and Z. Chen	2008	1	1	1.0	0.015	0.406	100%
23	J. Fan and J. Lv	2008	1	1	1.0	0.015	0.406	100%
24	J. Huang and J. Horowitz and S. Ma	2008	1	1	1.0	0.015	0.406	100%
25	J. Fan and R. Samworth and Y. Wu	2009	1	1	1.0	0.015	0.406	100%
26	J. Fan and R. Song	2010	1	1	1.0	0.015	0.406	100%
27	W. Fithian and J. Taylor and R. J. Tibshirani and ...	2015	1	1	1.0	0.015	0.406	100%
28	Sharifvaghefi, Mahrad	2025	1	1	1.0	0.015	0.406	100%
29	Leeb, Hannes and Po	2008	1	1	2.0	0.015	0.406	100%
30	Meinshausen, Nicolai and Bu	2006	1	1	2.0	0.015	0.406	100%
31	Wainwright, Martin J.	2009	1	1	2.0	0.015	0.406	100%
32	Stock, James H. and Watson, Mark W.	2002	1	1	2.0	0.015	0.406	100%
33	Chicco, Davide and Jurman, Giuseppe	2020	1	1	2.0	0.015	0.406	100%
34	Stock, James H. and Watson, Mark	2012	1	1	2.0	0.015	0.406	100%
35	Kvam, Isak	2025	1	1	2.0	0.015	0.406	100%
36	Atkeson, Andrew and Ohanian, Lee E.	2001	1	1	2.0	0.015	0.406	100%
37	Stock, James H. and Watson, Mark W.	2008	1	1	2.0	0.015	0.406	100%
38	Blanchard, Olivier	2016	1	1	2.0	0.015	0.406	100%
39	Galí, Jordi	2019	1	1	2.0	0.015	0.406	100%
40	Friedman, Milton	1968	1	1	2.0	0.015	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Michael W. McCracken and Serena Ng

2021

7.0

0.060

0.928

100%

A. Chudik and G. Kapetanios and M. H. Pesaran (self)

2018

17.5

0.224

0.811

53%

Dendramis, Yiannis and Giraitis, Liudas and Kapeta... (self)

2021

7.5

0.104

0.754

43%

R. Tibshirani

1996

3.0

0.030

0.644

100%

Matthews, Brian W.

1975

3.0

0.030

0.644

100%

Zhao, Peng and Yu, Bin

2006

3.0

0.045

0.585

33%

J. Fan and R. Li

2001

1.0

0.015

0.406

100%

A. Antoniadis and J. Fan

2001

1.0

0.015

0.406

100%

B. Efron and T. Hastie and I Johnstone and R. Tibs...

2004

1.0

0.015

0.406

100%

H. Zhou and T. Hastie

2005

1.0

0.015

0.406

100%

E. Candes and T. Tao

2007

1.0

0.015

0.406

100%

J. Lv and Y. Fan

2009

1.0

0.015

0.406

100%

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

2009

1.0

0.015

0.406

100%

C. H. Zhang

2010

1.0

0.015

0.406

100%

J. Fan and J. Lv

2013

1.0

0.015

0.406

100%

J. Fan and C. Tang

2013

1.0

0.015

0.406

100%

J. Friedman

2001

1.0

0.015

0.406

100%

P. Buhlmann

2006

1.0

0.015

0.406

100%

Kapetanios, George and Blake, Andrew P. (self)

2010

1.0

0.015

0.406

100%

Y. Leng and Y. Lin and G. Wahba

2006

1.0

0.015

0.406

100%

Hastie, T. and Tibshirani R. and Friedman J.

2009

1.0

0.015

0.406

100%

J. Chen and Z. Chen

2008

1.0

0.015

0.406

100%

J. Fan and J. Lv

2008

1.0

0.015

0.406

100%

J. Huang and J. Horowitz and S. Ma

2008

1.0

0.015

0.406

100%

J. Fan and R. Samworth and Y. Wu

2009

1.0

0.015

0.406

100%

J. Fan and R. Song

2010

1.0

0.015

0.406

100%

W. Fithian and J. Taylor and R. J. Tibshirani and ...

2015

1.0

0.015

0.406

100%

Sharifvaghefi, Mahrad

2025

1.0

0.015

0.406

100%

Leeb, Hannes and Po

2008

2.0

0.015

0.406

100%

Meinshausen, Nicolai and Bu

2006

2.0

0.015

0.406

100%

Wainwright, Martin J.

2009

2.0

0.015

0.406

100%

Stock, James H. and Watson, Mark W.

2002

2.0

0.015

0.406

100%

Chicco, Davide and Jurman, Giuseppe

2020

2.0

0.015

0.406

100%

Stock, James H. and Watson, Mark

2012

2.0

0.015

0.406

100%

Kvam, Isak

2025

2.0

0.015

0.406

100%

Atkeson, Andrew and Ohanian, Lee E.

2001

2.0

0.015

0.406

100%

Stock, James H. and Watson, Mark W.

2008

2.0

0.015

0.406

100%

Blanchard, Olivier

2016

2.0

0.015

0.406

100%

Galí, Jordi

2019

2.0

0.015

0.406

100%

Friedman, Milton

1968

2.0

0.015

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.