Personal profile
Chinese Name
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
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Collaborations and top research areas from the last five years
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Research on Deep Statistical Learning Theory and Methods for Brain Imaging Data
CHENG, M.-Y. (PI), CHEN, Y. (CoI), ZHOU, L. (CoI), YAO, S. (CoI), WANG, H. (CoI), Pan, J. (PI), Ma, C. (CoI), Zhang, B. H. (CoI), Li, Q. (CoI), Li, Y. (CoI) & Su, P. (CoI)
1/05/25 → 30/04/28
Project: Research project
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Nonparametric variable selection and semiparametric structure identification in high dimension
CHENG, M.-Y. (PI)
1/01/25 → 31/12/27
Project: Research project
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Statistical modeling and inference for multivariate functional responses
CHENG, M.-Y. (PI)
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
CHENG, M.-Y. (PI)
1/01/22 → 30/06/25
Project: Research project
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Essence codings in functional linear regression: identification, interpretation and application
CHENG, M.-Y. (PI)
1/01/21 → 30/06/24
Project: Research project
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Differential Risks of Exposure to Acrylamide in Adult Asthma Clusters
Hsu, Y. T., Wu, C. C., Wang, C. C., Sheu, C. C., Yang, Y. H., Cheng, M. Y., Lai, R. S., Cheng, M. H., Chen, H. C., Yang, C. J., Wang, C. J., Liu, H. J., Chen, H. L., Hung, C. H., Lee, C. L., Huang, M. S. & Huang, S. K., Apr 2025, In: Allergy: European Journal of Allergy and Clinical Immunology. 80, 4, p. 1173-1175 3 p.Research output: Contribution to journal › Letter › peer-review
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Robust model averaging prediction of longitudinal response with ultrahigh-dimensional covariates
Jiang, B., Lv, J., Li, J. & Cheng, M.-Y., Apr 2025, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 87, 2, p. 337-361 25 p.Research output: Contribution to journal › Journal article › peer-review
2 Citations (Scopus) -
A global test for heteroscedastic one-way FMANOVA with applications
Zhu, T., Zhang, J. T. & Cheng, M. Y., Jul 2024, In: Journal of Statistical Planning and Inference. 231, 106133.Research output: Contribution to journal › Journal article › peer-review
3 Citations (Scopus) -
Increased di-(2-ethylhexyl) phthalate exposure poses a differential risk for adult asthma clusters
Hsu, Y. T., Wu, C. C., Wang, C. C., Sheu, C. C., Yang, Y. H., Cheng, M. Y., Lai, R. S., Leung, S. Y., Lin, C. C., Wei, Y. F., Lai, Y. F., Cheng, M. H., Chen, H. C., Yang, C. J., Wang, C. J., Liu, H. J., Chen, H. L., Hung, C. H., Lee, C. L. & Huang, M. S. & 1 others, , 23 Mar 2024, In: Respiratory Research. 25, 1, 16 p., 139.Research output: Contribution to journal › Journal article › peer-review
Open Access4 Citations (Scopus) -
Testing specification of distribution in stochastic frontier analysis
Cheng, M. Y., Wang, S., Xia, L. & Zhang, X., Feb 2024, In: Journal of Econometrics. 239, 2, 16 p., 105280.Research output: Contribution to journal › Journal article › peer-review
6 Citations (Scopus)
Prizes
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Fellow of the American Statistical Association
CHENG, M.-Y. (Recipient), Aug 2009
Prize: Other distinction
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Fellow of the Institute of Mathematical Statistics
CHENG, M.-Y. (Recipient), Aug 2007
Prize: Other distinction
File
Activities
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Robust Inference for Nonstationary Time Series with Possibly Multiple Changing Periodic Structures
CHENG, M.-Y. (Speaker)
9 Aug 2023Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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Inference for nonstationary time series with varying periodicity, a smooth trend and covariate effects
CHENG, M.-Y. (Speaker)
8 May 2023Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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Inference for nonstationary time series with varying periodicity, a smooth trend and covariate effects
CHENG, M.-Y. (Speaker)
9 Jul 2023Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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Testing specification of distribution in stochastic frontier models
CHENG, M.-Y. (Speaker)
17 Feb 2022Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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IMS Asia Pacific Rim Meeting 2024 (Event)
CHENG, M.-Y. (Committee/panel/advisory board member)
1 Jan 2021 → 31 Jan 2024Activity: Membership › Membership of board/committee/council