Office: AUST 318
Research interests lie in development and application of statistical and computational methods to address scientific problems in genomics, systems biology, and complex diseases. Current methodological research topics include statistical learning and inference, high-dimensional correlated data analysis, graphical models, and network analysis.
- 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