Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-2478-8088
Scopus Author ID: 57219506729
Impact
Qualifications (Brief)
BS (Shandong University), PhD (University of California, Davis)
Biography
Dr. Jiao received his PhD in statistics from University of California, Davis in 2019. Before joining CityU, he was a postdoctoral researcher at King Abdullah Unversity of Science and Technology (2019-2021), and a research associate at CUHK (2022-2023). He is interested in developing novel statistical methodologies to unravel the hidden structure of large-scale neuroimaging data. His research is also applicable in many other areas such as environmetrics and econometrics.
Position(s) Available
I am looking for PhD students. Please email me if you are interested.
Research Interests/Areas
- Neuroimaging Analysis
- Functional Data Analysis
- Machine Learning
- Time Series 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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Collaborations from the last five years
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Research output
- 7 RGC 21 - Publication in refereed journal
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Enhanced Structural Break Detection in Functional Means
Jiao, S., Chan, N. H. & Yau, C. Y., Apr 2025, In: Statistica Sinica. 35, 2, p. 873-896 24 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Coefficient Shape Alignment in Multiple Functional Linear Regression
Jiao, S. & Chan, N.-H., 4 Nov 2024, (Online published) In: Journal of the American Statistical Association. 29 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Filtrated Common Functional Principal Component Analysis of Multigroup Functional Data
JIAO, S., FROSTIG, R. & OMBAO, H., Jun 2024, In: The Annals of Applied Statistics. 18, 2, p. 1160-1177Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile3 Citations (Scopus)93 Downloads (CityUHK Scholars) -
Break Point Detection for Functional Covariance
Jiao, S., Frostig, R. D. & Ombao, H., Jun 2023, In: Scandinavian Journal of Statistics. 50, 2, p. 477-512Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus) -
Functional Time Series Prediction Under Partial Observation of the Future Curve
Jiao, S., Aue, A. & Ombao, H., 2023, In: Journal of the American Statistical Association. 118, 541, p. 315-326 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
11 Citations (Scopus)
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2024 Joint Statistical Meetings
JIAO, S. (Advisory Chair)
3 Aug 2024 → 8 Aug 2024Activity: Organizing or Participating in a conference / an event › Conference / Symposium
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The 2nd Joint Conference ob Statistics and Data Science in China
JIAO, S. (Advisory Chair)
12 Jul 2024 → 14 Jul 2024Activity: Organizing or Participating in a conference / an event › Conference / Symposium
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ICSA 2024 China Conference
JIAO, S. (Advisory Chair)
28 Jun 2024 → 30 Jun 2024Activity: Organizing or Participating in a conference / an event › Conference / Symposium
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Neuroimaging Statistics: Satellite Meeting of OHBM 2024, Seoul Korea
JIAO, S. (Advisory Chair)
20 Jun 2024 → 21 Jun 2024Activity: Organizing or Participating in a conference / an event › Workshop / Seminar / Course