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Jungjun Choi

Columbia University (from arXiv:2603.24833, 2026) · ORCID · OpenAlex

8 papers in scope · 6 published · 5 on the econ.EM arXiv · 34 citations · h-index 3 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Zhongyuan Lyu
  2. Yuling Yan
  3. Yuheng Zheng
  4. Ming Yuan
  5. Jushan Bai
  6. Yuan Liao
  7. Serena Ng
  8. Jianqing Fan
  9. Hyukjun Kwon
  10. Munther A. Dahleh
  11. Anish Agarwal
  12. Martin J. Wainwright
  13. Dennis Shen
  14. Songnian Chen
  15. Yinchu Zhu
  16. Devavrat Shah
  17. Mohsen Bayati
  18. Christian Hansen
  19. Victor Chernozhukov
  20. Junlong Feng

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(6 of 8)

Robust Matrix Estimation with Side Information
working paper2026 · arXiv
with Anish Agarwal, Ming Yuan
Paper profile arXiv arXiv:2603.24833
High dimensional factor analysis with weak factors
published2025 · Journal of Econometrics · 3 citations · first circulated 2024
with Ming Yuan
Paper profile Journal of Econometrics arXiv:2402.05789
Inference for Low-Rank Models Without Estimating the Rank
published2025 · Journal of the American Statistical Association · first circulated 2023
with Hyukjun Kwon, Yuan Liao
Paper profile Journal of the American Statistical Association arXiv:2311.16440
Inferential Theory for Pricing Errors with Latent Factors and Firm Characteristics
working paper2025 · arXiv
with Ming Yuan
Paper profile arXiv arXiv:2511.03076
Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models
published2024 · Journal of the American Statistical Association · 6 citations · first circulated 2023
with Ming Yuan
Paper profile Journal of the American Statistical Association arXiv:2308.02364
Inference for low-rank completion without sample splitting with application to treatment effect estimation
published2024 · Journal of Econometrics · 5 citations · first circulated 2023
with Hyukjun Kwon, Yuan Liao
Paper profile Journal of Econometrics arXiv:2307.16370
Asymptotic properties of correlation-based principal component analysis
published2021 · Journal of Econometrics · 18 citations
with Xiye Yang
Journal of Econometrics
Maximum likelihood estimation of autoregressive models with a near unit root and Cauchy errors
published2018 · Annals of the Institute of Statistical Mathematics · 2 citations · first circulated 2016
with In Choi
Annals of the Institute of Statistical Mathematics

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.