Projects per year
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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Zou:Novel Inference Procedures for Non-Standard High-dimensional Regression Models
7/1/20 → 6/30/23
Project: Research project
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Cracking the speech code: A cross-linguistic neurobehavioral approach to language learning in typical and atypical populations
Elison, J. T., Reiff, M. I., Schlauch, R. S., Zhang, Y. & Zou, H.
1/1/17 → 1/31/19
Project: Grand Challenges
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Semiparametric Learning of The Correlation Matrix & Its Inverse with Ultra-high Dimensionality
11/15/10 → 1/7/15
Project: Research project
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Coordinatewise Gaussianization: Theories and Applications
Mai, Q., Di, H. & Zou, H., 2022, (Accepted/In press) In: Journal of the American Statistical Association.Research output: Contribution to journal › Article › peer-review
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Cross-Fitted Residual Regression for High-Dimensional Heteroscedasticity Pursuit
Zhou, L. & Zou, H., 2021, (Accepted/In press) In: Journal of the American Statistical Association.Research output: Contribution to journal › Article › peer-review
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Expectile regression via deep residual networks
Yin, Y. & Zou, H., Dec 2021, In: Stat. 10, 1, e315.Research output: Contribution to journal › Article › peer-review
Open Access -
Fast and Exact Leave-One-Out Analysis of Large-Margin Classifiers
Wang, B. & Zou, H., Aug 17 2021, In: Technometrics.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Honest leave-one-out cross-validation for estimating post-tuning generalization error
Wang, B. & Zou, H., Dec 2021, In: Stat. 10, 1, e413.Research output: Contribution to journal › Article › peer-review