Research

Preprints and Publications

  • Estimation of Over-parameterized Models from an Auto-Modeling Perspective
    Yiran Jiang and Chuanhai Liu
    Journal of the American Statistical Association (2025), published online.
    [paper] [arXiv] [code]

  • Empowering Genome-wide Association Studies via a Visualizable Test Based on Regional Association Score
    Yiran Jiang and Heping Zhang
    Proceedings of the National Academy of Sciences (2025).
    [paper] [code]

  • Finite Sample Valid Inference via Calibrated Bootstrap
    Yiran Jiang, Chuanhai Liu and Heping Zhang
    arXiv preprint (2023), under revision at Journal of the Royal Statistical Society: Series B
    [arXiv] [code]

  • The Typicality Principle and its Implications for Statistics and Data Science
    Yiran Jiang, Zeyu Zhang, Ryan Martin and Chuanhai Liu
    arXiv preprint (2025), submitted.
    [arXiv]

  • Scalable Community Detection in Massive Networks Using Aggregated Relational Data
    Timothy Jones, Owen G. Ward, Yiran Jiang, John Paisley and Tian Zheng
    Statistica Sinica (2024), in press.
    [paper] [code]

  • Real-time onboard SVM-based human locomotion recognition for a bionic knee exoskeleton on different terrains
    Zhihao Zhou, Xiuhua Liu, Yiran Jiang, Jingeng Mai, Qining Wang
    IEEE-RAS TC on Wearable Robotics (2019)
    [paper]