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):
Fingerprint
Dive into the research topics where Ming-Yen CHENG is active. Topic labels come from the works of this scholar.
- 1 Similar Scholars
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Statistical modeling and inference for multivariate functional responses
CHENG, M.-Y. (PI)
1/01/23 → …
Project: Research project
-
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
-
Nonparametric variable selection and semiparametric structure identification in high dimension
CHENG, M.-Y. (PI)
1/01/25 → 31/12/27
Project: Research project
-
Essence codings in functional linear regression: identification, interpretation and application
CHENG, M.-Y. (PI)
1/01/21 → 30/06/24
Project: Research project
-
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
1 Citation (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 Access1 Citation (Scopus) -
Robust model averaging prediction of longitudinal response with ultrahigh-dimensional covariates
Jiang, B., Lv, J., Li, J. & Cheng, M.-Y., 11 Sept 2024, (E-pub ahead of print) In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 25 p., qkae094.Research output: Contribution to journal › Journal article › peer-review
-
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
3 Citations (Scopus) -
BTEX exposure and its body burden pose differential risks for asthma and its phenotypic clusters
Hsu, Y.-T., 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. & 7 others, , Jul 2023, In: Allergy: European Journal of Allergy and Clinical Immunology. 78, 7, p. 2036-2040 5 p.Research output: Contribution to journal › Letter › peer-review
2 Citations (Scopus)
Prizes
-
Fellow of the American Statistical Association
CHENG, M.-Y. (Recipient), Aug 2009
Prize: Other distinction
File -
Fellow of the Institute of Mathematical Statistics
CHENG, M.-Y. (Recipient), Aug 2007
Prize: Other distinction
File
Activities
-
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
-
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
-
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
-
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
-
Statistical Foundations of Data Science and their Applications (Event)
CHENG, M.-Y. (Committee/panel/advisory board member)
1 Aug 2021 → 10 May 2023Activity: Membership › Membership of board/committee/council