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 → 3/31/26
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

245 Article
15 Comment/debate
15 Review article
8 Chapter
More

Ranking Inferences Based on the Top Choice of Multiway Comparisons
Fan, J., Lou, Z., Wang, W. & Yu, M., 2025, In: Journal of the American Statistical Association. 120, 549, p. 237-250 14 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
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
4 Scopus citations
DEEP NEURAL NETWORKS FOR NONPARAMETRIC INTERACTION MODELS WITH DIVERGING DIMENSION
Bhattacharya, S., Fan, J. & Mukherjee, D., Dec 2024, In: Annals of Statistics. 52, 6, p. 2738-2766 29 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
ENVIRONMENT INVARIANT LINEAR LEAST SQUARES
Fan, J., Fang, C., Gu, Y. & Zhang, T., Oct 2024, In: Annals of Statistics. 52, 5, p. 2268-2292 25 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Factor Augmented Sparse Throughput Deep ReLU Neural Networks for High Dimensional Regression
Fan, J. & Gu, Y., 2024, In: Journal of the American Statistical Association. 119, 548, p. 2680-2694 15 p.
Research output: Contribution to journal › Article › peer-review

Open Access
5 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

Ranking Inferences Based on the Top Choice of Multiway Comparisons

Are Latent Factor Regression and Sparse Regression Adequate?

DEEP NEURAL NETWORKS FOR NONPARAMETRIC INTERACTION MODELS WITH DIVERGING DIMENSION

ENVIRONMENT INVARIANT LINEAR LEAST SQUARES

Factor Augmented Sparse Throughput Deep ReLU Neural Networks for High Dimensional Regression

Jianqing Fan

Fingerprint

Collaborations and top research areas from the last five years

Projects

Research output