Research Overview

I develop quantitative tools for summarizing and understanding high-dimensional genomic data.

News (add leekgroup to your rss feed for updates)

Specific Methodologic Projects

  • Extracting low-dimensional predictors from high-dimensional data.
  • Dealing with dependence in high-dimensional data analysis.
  • Quantifying noise in high-dimensional data.

Specific Applied Projects

  • Reproducibility in clinical genomics.
  • Batch effects in microarray and sequencing data.
  • Predictive and prognostic genomic biomarkers for cancer.