Parmigiani

Giovanni Parmigiani

Professor of Biostatistics

Department of Biostatistics

Department of Biostatistics

Biostatistics and Computational Biology
44 Binney Street
Boston, Massachusetts 02115

 

Education

Ph.D. in Statistics, Department of Statistics, Carnegie Mellon University, 1990.
M.S. in Statistics, Department of Statistics, Carnegie Mellon University, 1987.
B.S. (cum laude), in Economics and Social Sciences, Universita L. Bocconi, Milano, 1984.

Scientific Interests

  • Models and software for predicting who is at risk of carrying genetic variants that confer susceptibility to cancer. Application to breast, ovarian, colorectal, pancreatic and skin cancer.
  • Statistical methods for the analysis of high throughput genomic data: analysis of cancer genome sequencing projects; integration of genomic information across technologies; cross-study validation of genomics results.
  • Statistical methods for complex medical decisions: comprehensive models for lifetime history of chronic disease outcomes; decision trees and dynamic programming.
  • Bayesian modeling and computation: multilevel models; decision theoretic approaches to inference; sequential experimental design, Markov chain Monte Carlo methods.