PhD in Biostatistics, Harvard University
AM in Biostatistics, Harvard University
M. Stat, Indian Statistical Institute, Kolkata, India
B. Stat, Indian Statistical Institute, Kolkata, India
Dr. Chakrabortty works in the following areas:
- Methodology: Semi-supervised inference; Semi-parametric inference with high dimensional data; Missing data and causal inference; High dimensional inference; Regularized estimation.
- Applications: Discovery research using electronic medical records data; Automated phenotyping; Personalized medicine (treatment selection, treatment effects estimation, risk prediction etc.)
- Other interests: Concentration inequalities and tail bounds; Empirical processes; Debiasing and sample-splitting; Model misspecification; Non-parametric regression; Sufficient dimension reduction.