Papers on “asymptotic normality”
Research on “asymptotic normality” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers. Also as Markdown.
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Key findings#
- From 2017 to 2026 (so far), the keyword “asymptotic normality” appeared in 926 papers in the tracked journals, most of them in statistics (704), economics (168) and operations research (22).
- 92 of them were published in 2025, against 103 in 2017.
- Since 2023, the institutions with the most of these papers were Renmin University of China (13), Beijing Normal University (12) and Nankai University (12).
- The journals publishing most of them were Journal of Econometrics (49), Statistical Papers (43) and Journal of Multivariate Analysis (37).
- The most-cited of them is “Smoothed quantile regression with large-scale inference” (Journal of Econometrics, 2021), with 137 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| Statistics | 79 | 73 | 75 | 67 | 66 | 70 | 60 | 65 | 75 | 74 |
| Economics | 14 | 17 | 26 | 23 | 15 | 12 | 21 | 16 | 12 | 12 |
| Operations Research | 1 | 0 | 4 | 3 | 1 | 2 | 2 | 3 | 1 | 5 |
| Finance | 6 | 0 | 1 | 1 | 2 | 3 | 2 | 0 | 2 | 0 |
| AI | 3 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 2 | 5 |
| All categories | 103 | 90 | 108 | 94 | 86 | 88 | 85 | 84 | 92 | 96 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Journal of Econometrics | 49 |
| 2 | Statistical Papers | 43 |
| 3 | Journal of Multivariate Analysis | 37 |
| 4 | Statistics and Computing | 32 |
| 5 | Statistics & Probability Letters | 28 |
| 6 | Computational Statistics & Data Analysis | 25 |
| 7 | Journal of Statistical Planning and Inference | 19 |
| 8 | Computational Statistics | 19 |
| 9 | Journal of the Korean Statistical Society | 14 |
| 10 | Lifetime Data Analysis | 12 |
| # | Institution | Papers |
|---|---|---|
| 1 | Renmin University of China | 13 |
| 2 | Beijing Normal University | 12 |
| 3 | Nankai University | 12 |
| 4 | Capital University of Economics and Business | 8 |
| 5 | Jilin University | 8 |
| 6 | Tongji University | 8 |
| 7 | Centre National de la Recherche Scientifique | 7 |
| 8 | Chinese Academy of Sciences | 7 |
| 9 | University of Science and Technology of China | 7 |
| 10 | Academy of Mathematics and Systems Science | 6 |
| # | Country | Papers |
|---|---|---|
| 1 | China | 184 |
| 2 | United States | 66 |
| 3 | Canada | 18 |
| 4 | United Kingdom | 18 |
| 5 | Germany | 15 |
| 6 | France | 15 |
| 7 | Hong Kong | 15 |
| 8 | Japan | 15 |
| 9 | Australia | 10 |
| 10 | Algeria | 9 |
| # | Keyword | Papers |
|---|---|---|
| 1 | consistency | 94 |
| 2 | convergence rate | 27 |
| 3 | high-dimensional data | 23 |
| 4 | estimator consistency | 17 |
| 5 | feature selection | 17 |
| 6 | robust estimation | 17 |
| 7 | oracle property | 15 |
| 8 | parameter estimation | 15 |
| 9 | strong consistency | 15 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 137 | 2.2 | Smoothed quantile regression with large-scale inference | Journal of Econometrics | 2021-08-23 | Xuming He, Xiaoou Pan, Kean Ming Tan et al. |
| 2 | 94 | 0.9 | Statistical inference for partially linear additive spatial autoregressive models | Spatial Statistics | 2018-05-04 | Jiang Du, Xiaoqian Sun, Ruiyuan Cao et al. |
| 3 | 94 | 2.1 | Approximate factor models with weaker loadings | Journal of Econometrics | 2023-03-13 | Jushan Bai, Serena Ng |
| 4 | 91 | 1.4 | Maximum likelihood estimation for score-driven models | Journal of Econometrics | 2021-07-19 | Francisco Blasques, Janneke van Brummelen, Siem Jan Koopman et al. |
| 5 | 81 | 0.9 | A distributed one-step estimator | Mathematical Programming | 2019-02-20 | Cheng Yu Huang, Xiaoming Huo |
Cite this page
Scholar4AI. (2026). Papers on “asymptotic normality”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/asymptotic-normality
@misc{scholar4ai-keywords-asymptotic-normality,
author = {{Scholar4AI}},
title = {Papers on “asymptotic normality”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/asymptotic-normality}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}