ZHIXIANG LIN'S GROUP@CUHK
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Our research is at the interface of statistics and biomedical research.
​The specific topics we have examined include:
  • Statistics
    • Dimension reduction and clustering
    • Graphical models, feature/variable selection
    • Bayesian modeling
    • Spatial and temporal data
  • Biomedical research
    • Statistical modeling and analysis of large-scale epigenomic (ATAC-Seq, DNase-Seq), and transcriptomic (RNA-Seq, microarray) data
    • Transcription factor motif prediction
    • Association study for genetic (next generation sequencing and array) data
    • Neurodevelopmental and neurodegenerative disorders
Featured Research
  • Clustering and feature selection for single cell genomic data [Learn more]
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  • Simultaneous dimension reduction and adjustment for confounding variation [Learn more]
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  • Bayesian estimation of Gaussian Graphical Models [Learn more]
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  • Joint differential expression estimation for spatial and temporal data [Learn more]
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