Yuping Zhang

Associate Professor


Selected Publications

  • 2018. Lagged Principal Trend Analysis for Longitudinal High-dimensional
    Data. Stat, 7:e213.
  • (With Y. Chen & Z. Ouyang) 2018. LISA: Accurate reconstruction of cell trajectory and pseudotime for massive single cell RNA-seq data. Pacific Symposium on Biocomputing. 2019. In press.
  • (With M.H. Linder, A. Shojaie, Z. Ouyang, R. Shen, K.A. Baggerly, V. Baladandayuthapani, & H. Zhao) 2018. Dissecting pathway disturbances using network topology and multi-platform genomics data. Statistics in Biosciences, DOI:10.1007/s12561-017-9193-0
  • (With Z. Ouyang) 2017. Joint principal trend analysis for longitudinal high-dimensional data. Biometrics. DOI:10.1111/biom.12751
Yuping Zhang
Contact Information
Office LocationAUST 318
CampusStorrs Campus
LinkPersonal Website
Research Interests
  • Statistical machine learning
  • Large-scale inference
  • High-dimensional data analysis