Citation Analysis – Stochastic Approximation to Nonlinear GMM: A Scalable Estimation and Inference Framework\\ %How about this title:\\ SA-GMM: a Scalable Estimation and Inference for Nonlinear GMM

Citation Analysis

Stochastic Approximation to Nonlinear GMM: A Scalable Estimation and Inference Framework\\ %How about this title:\\ SA-GMM: a Scalable Estimation and Inference for Nonlinear GMM
Xiaohong Chen, Min Seong Kim, Sokbae Lee, Myung Hwan Seo, Myunghyun Song
https://arxiv.org/abs/2510.20996

Citation mentions

Cited references

Sections

5,140

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	Lewbel, A. and K. Pendakur	2009	10	3	18.0	0.172	1.000	100%
2	Pendakur, K	2015	6	3	12.0	0.103	1.000	100%
3	Chen, X., S. Lee, Y. Liao, M. H. Seo, Y. Shin, and... (self)	2025	5	3	5.5	0.086	0.928	80%
4	Forneron, J.-J. and L. Zhong	2025	3	2	5.0	0.052	0.737	100%
5	Kiefer, N. M., T. J. Vogelsang, and H. Bunzel	2000	2	2	3.0	0.034	0.644	100%
6	Bottou, L., F. E. Curtis, and J. Nocedal	2018	2	1	2.0	0.034	0.511	100%
7	Leung, M. F., K. W. Chan, and X. Shao	2025	2	1	2.0	0.034	0.511	100%
8	Robbins, H. and S. Monro	1951	1	1	1.0	0.017	0.406	100%
9	Hansen, P	1982	1	1	1.0	0.017	0.406	100%
10	Robinson, P. M	1988	1	1	1.0	0.017	0.406	100%
11	Andrews, D. W. K	1997	1	1	1.0	0.017	0.406	100%
12	Venkatraman, A., W. Sun, M. Hebert, J. Bagnell, an...	2016	1	1	1.0	0.017	0.406	100%
13	Chen, X., A. Roy, Y. Hu, and K. Balasubramanian (self)	2024	1	1	1.0	0.017	0.406	100%
14	Della Vecchia, R. and D. Basu	2025	1	1	1.0	0.017	0.406	100%
15	Polyak, B. T	1990	1	1	2.0	0.017	0.406	100%
16	Ruppert, D	1988	1	1	2.0	0.017	0.406	100%
17	Lee, S., Y. Liao, M. H. Seo, and Y. Shin (self)	2022	1	1	2.0	0.017	0.406	100%
18	Lee, S., Y. Liao, M. H. Seo, and Y. Shin (self)	2025	1	1	2.0	0.017	0.406	100%
19	Li, X., J. Liang, X. Chang, and Z. Zhang	2022	1	1	2.0	0.017	0.406	100%
20	Chen, X., Z. Lai, H. Li, and Y. Zhang (self)	2024	1	1	2.0	0.017	0.406	100%
21	Du, X., W. Z. ahd Wei Biao Wu, and S. Na	2025	1	1	2.0	0.017	0.406	100%
22	Abadir, K. M. and P. Paruolo	1997	1	1	1.0	0.017	0.406	100%
23	Bengio, Y	2012	1	1	2.0	0.017	0.406	100%
24	Chen, X. and Z. Liao (self)	2015	1	1	1.0	0.017	0.406	100%
25	Hansen, B. E. and S. Lee (self)	2021	1	1	1.0	0.017	0.406	100%
26	Hall, P. and C. C. Heyde	1980	2	2	1.0	0.034	0.139	0%
27	Chung, K. L	2000	2	1	1.0	0.034	0.110	0%
28	Lee, S. and S. Ng (self)	2020	1	1	0.5	0.017	0.087	0%
29	Lee, S. and S. Ng (self)	2022	1	1	0.5	0.017	0.087	0%
30	Newey, W. K. and D. McFadden	1994	1	1	0.5	0.017	0.087	0%
31	Benveniste, A., M. Metivier, and P. Priouret	2012	1	1	0.5	0.017	0.087	0%
32	Gadat, S. and F. Panloup	2023	1	1	0.5	0.017	0.087	0%
33	Polyak, B. T. and A. B. Juditsky	1992	1	1	0.5	0.017	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Lewbel, A. and K. Pendakur

2009

18.0

0.172

1.000

100%

Pendakur, K

2015

12.0

0.103

1.000

100%

Chen, X., S. Lee, Y. Liao, M. H. Seo, Y. Shin, and... (self)

2025

5.5

0.086

0.928

80%

Forneron, J.-J. and L. Zhong

2025

5.0

0.052

0.737

100%

Kiefer, N. M., T. J. Vogelsang, and H. Bunzel

2000

3.0

0.034

0.644

100%

Bottou, L., F. E. Curtis, and J. Nocedal

2018

2.0

0.034

0.511

100%

Leung, M. F., K. W. Chan, and X. Shao

2025

2.0

0.034

0.511

100%

Robbins, H. and S. Monro

1951

1.0

0.017

0.406

100%

Hansen, P

1982

1.0

0.017

0.406

100%

Robinson, P. M

1988

1.0

0.017

0.406

100%

Andrews, D. W. K

1997

1.0

0.017

0.406

100%

Venkatraman, A., W. Sun, M. Hebert, J. Bagnell, an...

2016

1.0

0.017

0.406

100%

Chen, X., A. Roy, Y. Hu, and K. Balasubramanian (self)

2024

1.0

0.017

0.406

100%

Della Vecchia, R. and D. Basu

2025

1.0

0.017

0.406

100%

Polyak, B. T

1990

2.0

0.017

0.406

100%

Ruppert, D

1988

2.0

0.017

0.406

100%

Lee, S., Y. Liao, M. H. Seo, and Y. Shin (self)

2022

2.0

0.017

0.406

100%

Lee, S., Y. Liao, M. H. Seo, and Y. Shin (self)

2025

2.0

0.017

0.406

100%

Li, X., J. Liang, X. Chang, and Z. Zhang

2022

2.0

0.017

0.406

100%

Chen, X., Z. Lai, H. Li, and Y. Zhang (self)

2024

2.0

0.017

0.406

100%

Du, X., W. Z. ahd Wei Biao Wu, and S. Na

2025

2.0

0.017

0.406

100%

Abadir, K. M. and P. Paruolo

1997

1.0

0.017

0.406

100%

Bengio, Y

2012

2.0

0.017

0.406

100%

Chen, X. and Z. Liao (self)

2015

1.0

0.017

0.406

100%

Hansen, B. E. and S. Lee (self)

2021

1.0

0.017

0.406

100%

Hall, P. and C. C. Heyde

1980

1.0

0.034

0.139

Chung, K. L

2000

1.0

0.034

0.110

Lee, S. and S. Ng (self)

2020

0.5

0.017

0.087

Lee, S. and S. Ng (self)

2022

0.5

0.017

0.087

Newey, W. K. and D. McFadden

1994

0.5

0.017

0.087

Benveniste, A., M. Metivier, and P. Priouret

2012

0.5

0.017

0.087

Gadat, S. and F. Panloup

2023

0.5

0.017

0.087

Polyak, B. T. and A. B. Juditsky

1992

0.5

0.017

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.