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Dr. JIAO Shuhao (焦舒豪博士)

BS (Shandong University), PhD (University of California, Davis)

Assistant Professor

Contact Information

Office: G5755 YEUNG
Phone: 34428005
Fax: 34420613
Email: shuhao.jiao[at]cityu.edu.hk

Research Interests

  • Neuroimaging Analysis
  • Functional Data Analysis
  • Machine/Deep Learning
  • Time Series Analysis

News

  • I am looking for PhD students. Please send me your CV and transcripts if you are interested.
Dr. Jiao received his PhD in statistics from University of California, Davis in 2019. He is interested in developing novel statistical methodologies to unravel the hidden structure of large-scale neuroimaging data with the functional data toolbox. His research is also applicable in many other areas such as environmetrics and econometrics.


Publications Show All Publications Show Prominent Publications


Journal

  • Jiao, Shuhao. & Chan, Ngai-Hang. (2024). Coefficient Shape Alignment in Multivariate Functional Regression. Journal of the American Statistical Association. (accept). doi:http://arxiv.org/abs/2312.01925
  • Jiao, Shuhao. , Frostig, Ron. & Ombao, Hernando. (2024). Filtrated Common Functional Principal Component Analysis for Multi-group Functional Data. Annals of Applied Statistics. 18/2. 1160 - 1177. doi:10.1214/23-AOAS1827
  • Jiao, Shuhao. , Frostig, Ron. & Ombao, Hernando. (2023). Break Point Detection for Functional Covariance. Scandinavia Journal of Statistics. 50/2. 477 - 512.
  • Jiao, Shuhao. , Chan, Ngai-Hang. & Yau, Chun-Yip. (2023). Enhanced Change Point Detection in Functional Means. Statistica Sinica. doi:10.5705/ss.202022.0312
  • Jiao, Shuhao. , Aue, Alexander. & Ombao, Hernando. (2023). Functional Time Series Prediction Under Partial Observation of the Future Curve. Journal of the American Statistical Association. 118/541. 315 - 316.
  • Jiao, Shuhao. , Frostig, Ron. & Ombao, Hernando. (2023). Variation Pattern Classification of Functional Data. Canadian Journal of Statistics. 51/4. 943 - 958.
  • Jiao, Shuhao. & Ombao, Hernando. (2021). Shape-preserving Prediction for Stationary Functional Time Series. Electronic Journal of Statistics. 15/2. 3996 - 4026.


Preprints

  • Anass B. El-Yaagoubi, Shuhao Jiao, Moo K. Chung, Hernando Ombao. (2024+) Spectral Topological Data Analysis of Brain Signals. (submitted) DOI: https://arxiv.org/abs/2401.05343


Working papers

  • Filtrated Multivariate Functional Regression.
  • Nonlinear Multivariate Functional Regression with Structured Deep Neural Network.
  • Coefficient Shape Transfer for Functional Linear Models


Last update date : 18 Sep 2024