Citation Analysis – \LARGE Forward Variable Selection in Ultra-High Dimensional Linear Regression Using Gram-Schmidt Orthogonalization

\LARGE Forward Variable Selection in Ultra-High Dimensional Linear Regression Using Gram-Schmidt Orthogonalization
Jialuo Chen, Zhaoxing Gao, Ruey S. Tsay
https://arxiv.org/abs/2507.04668

Citation mentions

Cited references

Sections

9,731

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	Wang, H	2009	13	6	23.0	0.173	1.000	100%
2	Wieczorek, J. and Lei, J	2022	9	5	16.0	0.120	1.000	100%
3	Luo, Y., Spindler, M., and Kuck, J	2016	4	3	6.0	0.053	0.928	100%
4	Ing, C.-K	2020	4	3	6.0	0.053	0.928	100%
5	Ing, C.-K. and Lai, T. L	2011	14	10	18.5	0.187	0.863	64%
6	Borodin, P. A. and Konyagin, S. V	2021	4	4	5.0	0.053	0.737	50%
7	Fan, J. and Lv, J	2008	2	2	3.0	0.027	0.644	100%
8	Chen, J. and Chen, Z (self)	2008	3	1	3.0	0.040	0.585	100%
9	Huang, J., Horowitz, J. L., and Ma, S	2008	2	1	2.0	0.027	0.511	100%
10	Fan, J. and Li, R	2001	2	1	2.0	0.027	0.511	100%
11	Buhlmann, P	2006	2	1	2.0	0.027	0.511	100%
12	Ledoit, O. and Wolf, M	2004	1	1	1.0	0.013	0.406	100%
13	Bickel, P. J. and Levina, E	2008	1	1	1.0	0.013	0.406	100%
14	Tibshirani, R	1996	1	1	1.0	0.013	0.406	100%
15	Frank, L. E. and Friedman, J. H	1993	1	1	1.0	0.013	0.406	100%
16	Fu, W. J	1998	1	1	1.0	0.013	0.406	100%
17	Fan, J. and Peng, H	2004	1	1	1.0	0.013	0.406	100%
18	Zou, H. and Hastie, T	2005	1	1	1.0	0.013	0.406	100%
19	Zou, H. and Zhang, H. H	2009	1	1	1.0	0.013	0.406	100%
20	Efron, B., Hastie, T., Johnstone, I., and Tibshira...	2004	1	1	1.0	0.013	0.406	100%
21	Zou, H	2006	1	1	1.0	0.013	0.406	100%
22	Chan, N. H., Yau, C. Y., and Zhang, R.-M	2015	1	1	1.0	0.013	0.406	100%
23	Chan, N. H., Ing, C.-K., Li, Y., and Yau, C. Y	2017	1	1	1.0	0.013	0.406	100%
24	Casini, A. and Perron, P	2019	1	1	1.0	0.013	0.406	100%
25	Temlyakov, V. N	2000	1	1	2.0	0.013	0.406	100%
26	Buhlmann, P., Kalisch, M., and Meier, L	2014	1	1	2.0	0.013	0.406	100%
27	Jiang, X., Ma, Y., and Wang, H	2024	1	1	1.0	0.013	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Wang, H

2009

23.0

0.173

1.000

100%

Wieczorek, J. and Lei, J

2022

16.0

0.120

1.000

100%

Luo, Y., Spindler, M., and Kuck, J

2016

6.0

0.053

0.928

100%

Ing, C.-K

2020

6.0

0.053

0.928

100%

Ing, C.-K. and Lai, T. L

2011

18.5

0.187

0.863

64%

Borodin, P. A. and Konyagin, S. V

2021

5.0

0.053

0.737

50%

Fan, J. and Lv, J

2008

3.0

0.027

0.644

100%

Chen, J. and Chen, Z (self)

2008

3.0

0.040

0.585

100%

Huang, J., Horowitz, J. L., and Ma, S

2008

2.0

0.027

0.511

100%

Fan, J. and Li, R

2001

2.0

0.027

0.511

100%

Buhlmann, P

2006

2.0

0.027

0.511

100%

Ledoit, O. and Wolf, M

2004

1.0

0.013

0.406

100%

Bickel, P. J. and Levina, E

2008

1.0

0.013

0.406

100%

Tibshirani, R

1996

1.0

0.013

0.406

100%

Frank, L. E. and Friedman, J. H

1993

1.0

0.013

0.406

100%

Fu, W. J

1998

1.0

0.013

0.406

100%

Fan, J. and Peng, H

2004

1.0

0.013

0.406

100%

Zou, H. and Hastie, T

2005

1.0

0.013

0.406

100%

Zou, H. and Zhang, H. H

2009

1.0

0.013

0.406

100%

Efron, B., Hastie, T., Johnstone, I., and Tibshira...

2004

1.0

0.013

0.406

100%

Zou, H

2006

1.0

0.013

0.406

100%

Chan, N. H., Yau, C. Y., and Zhang, R.-M

2015

1.0

0.013

0.406

100%

Chan, N. H., Ing, C.-K., Li, Y., and Yau, C. Y

2017

1.0

0.013

0.406

100%

Casini, A. and Perron, P

2019

1.0

0.013

0.406

100%

Temlyakov, V. N

2000

2.0

0.013

0.406

100%

Buhlmann, P., Kalisch, M., and Meier, L

2014

2.0

0.013

0.406

100%

Jiang, X., Ma, Y., and Wang, H

2024

1.0

0.013

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.