Projects per year
Personal profile
Chinese Name
鄭明燕
Biography
Ming-Yen Cheng, Professor, earned her PhD at the University of North of North Carolina at Chapel Hill. She joined HKBU after working at several institutions including the University College London as Chair of Statistics and the National Taiwan University as Distinguished Professor. She is Fellow of the American Statistical Association and Fellow of the Institute of Mathematical Statistics. She has served as an Associate Editor of Journal of the American Statistical Association, the Annals of Statistics, the American Statistician, among others. Many of her publications appear in top statistical journals including Journal of Royal Statistical Society Series B, Journal of the American Statistical Association and Annals of Statistics.
Research Interests
High-dimensional data analysis
Non- and semi-parametric models
Panel/longitudinal data analysis
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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Dive into the research topics where Ming-Yen CHENG is active. Topic labels come from the works of this scholar.
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Projects
- 3 Active
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Statistical modeling and inference for multivariate functional responses
1/01/23 → …
Project: Research project
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Statistical modeling for nonstationary time series and functional time series with dynamical periodic structures and covariate effects
1/01/22 → 31/12/24
Project: Research project
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Essence codings in functional linear regression: identification, interpretation and application
1/01/21 → 31/12/23
Project: Research project
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Environmental risks and sphingolipid signatures in adult asthma and its phenotypic clusters: a multicentre study
Wu, C-C., Wang, C. C., Chung, W-Y., Sheu, C-C., Yang, Y-H., Cheng, M-Y., Lai, R-S., Leung, S-Y., Lin, C-C., Wei, Y-F., Lin, C-H., Lin, S-H., Hsu, J-Y., Huang, W-C., Tseng, C-C., Lai, Y-F., Cheng, M-H., Chen, H-C., Yang, C-J., Hsu, S-C., & 9 others, Mar 2023, In: Thorax. 78, 3, p. 225-232 8 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Discussion on “Estimation of Hilbertian Varying Coefficient Models”
Cheng, M. Y., 11 Jan 2022, In: Statistics and its Interface. 15, 2, p. 157–158 2 p.Research output: Contribution to journal › Article › peer-review
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FKBP51 mediates resilience to inflammation-induced anxiety through regulation of glutamic acid decarboxylase 65 expression in mouse hippocampus
Gan, Y-L., Wang, C-Y., He, R-H., Hsu, P-C., Yeh, H-H., Hsieh, T-H., Lin, H-C., Cheng, M-Y., Jeng, C-J., Huang, M-C. & Lee, Y-H., 15 Jun 2022, In: Journal of Neuroinflammation. 19, 1, 152.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
One-way MANOVA for functional data via Lawley–Hotelling trace test
Zhu, T., Zhang, J. T. & Cheng, M. Y., Nov 2022, In: Journal of Multivariate Analysis. 192, 105095.Research output: Contribution to journal › Article › peer-review
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Robust Inference for Nonstationary Time Series with Possibly Multiple Changing Periodic Structures
Wang, S., Huang, T., You, J. & Cheng, M. Y., 2 Oct 2022, In: Journal of Business and Economic Statistics. 40, 4, p. 1718-1731 14 p.Research output: Contribution to journal › Article › peer-review
Prizes
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Fellow of the American Statistical Association
CHENG, Ming-Yen (Recipient), Aug 2009
Prize: Other distinction
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Fellow of the Institute of Mathematical Statistics
CHENG, Ming-Yen (Recipient), Aug 2007
Prize: Other distinction
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