Functional Data Analysis

• TI-FPCA: Effective and Interpretable Dimensionality Reduction with Transform-Invariant Functional Principal Component Analysis

  2025 Communications in computer and information science conference-paper Mathematics Advanced Statistical Methods and Models

  2

  citations
• Personalized Timing for Allogeneic Stem-Cell Transplantation in Hematologic Neoplasms: A Target Trial Emulation Approach Using Multistate Modeling and Microsimulation

  2024 JCO Clinical Cancer Informatics article Medicine Hematopoietic Stem Cell Transplantation Open access

  5

  citations
• Transportation-based functional ANOVA and PCA for covariance operators

  2024 Electronic Journal of Statistics article Mathematics Advanced Statistical Methods and Models Open access

  4

  citations
• Analyzing time-varying spectral characteristics of speech with function-on-scalar regression

  2022 Journal of Phonetics article Psychology Phonetics and Phonology Research Open access

  9

  citations
• Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma

  2022 Statistical Methods & Applications article Mathematics Statistical Methods and Inference Open access

  11

  citations

5 results