Jianqing Fan

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1 Similar Profiles

3 Active
9 Finished

Interface of Statistical Learning and Optimal Decisions
Fan, J. (PI)
NSF - National Science Foundation
7/1/22 → 6/30/26
Project: Research project
Robust Feature Augmentation and Uncertain Quantification in Data Science
Fan, J. (PI)
Office of Naval Research - MA
4/1/22 → 3/31/25
Project: Research project
DMS/NIGMS 2: Collaborative Research: Developing statistical learning methods for revealing the molecular signatures of microvascular in neural injury
Fan, J. (PI)
NSF - National Science Foundation
7/15/21 → 6/30/25
Project: Research project
FRG: Collaborative Research: Flexible Network Inference
Fan, J. (PI)
NSF - National Science Foundation
7/1/21 → 6/30/24
Project: Research project
Robust and Distributed Statistical Learning from Big Data
Fan, J. (PI)
NSF - National Science Foundation
7/15/17 → 6/30/23
Project: Research project

237 Article
15 Comment/debate
14 Review article
8 Chapter
More

Are Latent Factor Regression and Sparse Regression Adequate?
Fan, J., Lou, Z. & Yu, M., 2024, In: Journal of the American Statistical Association. 119, 546, p. 1076-1088 13 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Scopus citations
Policy Optimization Using Semiparametric Models for Dynamic Pricing
Fan, J., Guo, Y. & Yu, M., 2024, In: Journal of the American Statistical Association. 119, 545, p. 552-564 13 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Scopus citations
Ranking Inferences Based on the Top Choice of Multiway Comparisons
Fan, J., Lou, Z., Wang, W. & Yu, M., 2024, (Accepted/In press) In: Journal of the American Statistical Association.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Adaptive robust large volatility matrix estimation based on high-frequency financial data
Shin, M., Kim, D. & Fan, J., Nov 2023, In: Journal of Econometrics. 237, 1, 105514.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Scopus citations
BRIDGING FACTOR AND SPARSE MODELS
Fan, J., Masini, R. P. & Medeiros, M. C., Aug 2023, In: Annals of Statistics. 51, 4, p. 1692-1717 26 p.
Research output: Contribution to journal › Article › peer-review

Open Access
6 Scopus citations

Jianqing Fan

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Collaborations and top research areas from the last five years

Dive into details

Interface of Statistical Learning and Optimal Decisions

Robust Feature Augmentation and Uncertain Quantification in Data Science

DMS/NIGMS 2: Collaborative Research: Developing statistical learning methods for revealing the molecular signatures of microvascular in neural injury

FRG: Collaborative Research: Flexible Network Inference

Robust and Distributed Statistical Learning from Big Data

Are Latent Factor Regression and Sparse Regression Adequate?

Policy Optimization Using Semiparametric Models for Dynamic Pricing

Ranking Inferences Based on the Top Choice of Multiway Comparisons

Adaptive robust large volatility matrix estimation based on high-frequency financial data

BRIDGING FACTOR AND SPARSE MODELS

Jianqing Fan

Fingerprint

Collaborations and top research areas from the last five years

Projects

Research output