Office Address:
A467 Mayo
Mailing Address:
420 Delaware St SE
MMC 303 Mayo
Minneapolis, MN 55455
Eric Lock, PhD
Associate Professor, Division of Biostatistics
Titles
Member, Masonic Cancer Center (MCC)
Education
PhD, Statistics, University of North Carolina, 2012
BA, Mathmatics, Hamilton College, 2006
Postdoctoral Associate, Statistical Genomics, Duke University, 2014
Summary
I develop methods for the analysis of multi-faceted high-dimensional data. These methods are usually motivated by applications in molecular biology, especially in "omics" fields such as genomics, metabolomics, and proteomics. My focus is in the integrated analysis of data that are from multiple sources (e.g., gene expression, metabolomics, imaging) or measured in multiple dimensions (e.g., multiple tissue types or body regions), which are often necessary to capture every facet of a complex biological system. I also have in interest in exploratory factorization and clustering methods, and Bayesian nonparametric inference.
Expertise
Statistical genomics, high-dimensional data, machine learning, data integration, systems biology, bayesian, exploratory data analysis.
Awards and Recognition
Delta Omega, Honorary Society in Public Health, 2019
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