Gabriela Cohen Freue


Statistical genomicsProteomicsRobust estimation and inferenceLinear models with endogeneityApplication

I work in statistical problems that usually appear in the analysis of proteomics and genomics data. For example, in these applications, some variables may be measured with error, the number of features is much larger than the number of observations, the observations are not always independent, outliers are present in the data, among others. Some extensions of classical estimation approaches have been proposed to address some of these issues and others remain open problems for future research. I am interested to work on the following topics:

  • Statistical Genomics with special focus in Proteomics
  • Robust Estimation and Inference
  • Linear Models with Endogeneity