A. Emre Barut

Emre Barut

Princeton University

Statistics Lab

abarut(@)princeton(.)edu

Research Interests:

High Dimensional Statistics: Dimension Reduction, Oracle Properties, Sure Screening, Variable Selection
Robust Statistics: Penalized Robust Estimators, Robust Sparse Additive Models
Applications: Factor Models, Microarrays

Publications:

Barut E., Bradic J. and Fan J. Adaptive Regularization for Nonparametric Composite Quasi-Likelihood (working paper)
Barut E., Fan J. and Verhasselt A. Conditional Marginal Screening in High Dimensional Generalized Linear Models (working paper)
Fan J., Fan Y. and Barut E. Penalized Robust Regression (working paper)
Barut E. and Powell W.B. Optimal Learning for Sequential Sampling with Non-Parametric Beliefs. Submitted to Journal of Global Optimization.

Teaching (Assistant in Instruction):

Education: