Papers on “robust estimation”
Research on “robust estimation” 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.
← Top research keywords · Keyword trends
Key findings#
- From 2017 to 2026 (so far), the keyword “robust estimation” appeared in 411 papers in the tracked journals, most of them in statistics (290), economics (44) and AI (39).
- 43 of them were published in 2025, against 44 in 2017.
- Since 2023, the institutions with the most of these papers were Consejo Nacional de Investigaciones Científicas y Técnicas (6), Universidad de Buenos Aires (6) and Beijing University of Technology (4).
- The journals publishing most of them were Statistics and Computing (16), Statistical Papers (15) and Computational Statistics (14).
- The most-cited of them is “Shrinking the cross-section” (Journal of Financial Economics, 2019), with 792 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| Statistics | 28 | 30 | 25 | 29 | 29 | 31 | 28 | 31 | 30 | 29 |
| Economics | 6 | 3 | 4 | 4 | 4 | 2 | 8 | 5 | 3 | 5 |
| AI | 6 | 4 | 0 | 6 | 3 | 1 | 2 | 3 | 6 | 8 |
| Operations Research | 3 | 2 | 0 | 0 | 3 | 2 | 1 | 7 | 2 | 1 |
| Finance | 0 | 0 | 3 | 1 | 2 | 2 | 1 | 3 | 2 | 1 |
| Management | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Accounting | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| All categories | 44 | 39 | 33 | 40 | 41 | 38 | 40 | 49 | 43 | 44 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Statistics and Computing | 16 |
| 2 | Statistical Papers | 15 |
| 3 | Computational Statistics | 14 |
| 4 | Computational Statistics & Data Analysis | 13 |
| 5 | Journal of Multivariate Analysis | 12 |
| 6 | Journal of Econometrics | 8 |
| 7 | Annals of the Institute of Statistical Mathematics | 7 |
| 8 | Econometrics and Statistics | 6 |
| 9 | Metrika | 5 |
| 10 | Statistics & Probability Letters | 5 |
| # | Institution | Papers |
|---|---|---|
| 1 | Consejo Nacional de Investigaciones Científicas y Técnicas | 6 |
| 2 | Universidad de Buenos Aires | 6 |
| 3 | Beijing University of Technology | 4 |
| 4 | Renmin University of China | 4 |
| 5 | Shanghai University of International Business and Economics | 4 |
| 6 | University of Macau | 4 |
| 7 | Beihang University | 3 |
| 8 | Charles University | 3 |
| 9 | Henan University | 3 |
| 10 | Humboldt-Universität zu Berlin | 3 |
| # | Country | Papers |
|---|---|---|
| 1 | China | 60 |
| 2 | United States | 36 |
| 3 | South Korea | 12 |
| 4 | India | 10 |
| 5 | United Kingdom | 9 |
| 6 | Italy | 9 |
| 7 | Australia | 8 |
| 8 | Canada | 8 |
| 9 | Germany | 8 |
| 10 | Argentina | 7 |
| # | Keyword | Papers |
|---|---|---|
| 1 | outliers | 54 |
| 2 | asymptotic normality | 17 |
| 3 | consistency | 14 |
| 4 | heavy-tailed distributions | 12 |
| 5 | heavy-tailed errors | 12 |
| 6 | influence function | 12 |
| 7 | contaminated data | 10 |
| 8 | convergence rate | 9 |
| 9 | feature selection | 9 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 792 | 8.9 | Shrinking the cross-section | Journal of Financial Economics | 2019-06-14 | Serhiy Kozak, Stefan Nagel, Shrihari Santosh |
| 2 | 388 | 5.3 | Image Matching Across Wide Baselines: From Paper to Practice | International Journal of Computer Vision | 2020-10-07 | Yuhe Jin, Dmytro Mishkin, Anastasiia Mishchuk et al. |
| 3 | 214 | 2.0 | Guaranteed Outlier Removal for Point Cloud Registration with Correspondences | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017-11-14 | Álvaro Parra, Tat-Jun Chin |
| 4 | 159 | 1.4 | Bayesian estimation of agent-based models | Journal of Economic Dynamics and Control | 2017-02-05 | Jakob Grazzini, Matteo Guido Richiardi, Efthymios G. Tsionas |
| 5 | 107 | 1.2 | Forecasting Bitcoin risk measures: A robust approach | International Journal of Forecasting | 2019-03-20 | Carlos Trucíos |
Cite this page
Scholar4AI. (2026). Papers on “robust estimation”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/robust-estimation
@misc{scholar4ai-keywords-robust-estimation,
author = {{Scholar4AI}},
title = {Papers on “robust estimation”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/robust-estimation}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}