Marina Vannucci

Overview

Marina Vannucci is a statistician (Rice University), a leading figure in Bayesian variable selection, high-dimensional and wavelet methods, and their application in genomics and neuroimaging.

Key Contributions / Features

• Bayesian variable selection (Brown-Vannucci-Fearn 1998 and later work): spike-and-slab selection for multivariate and high-dimensional regression; extensive development of selection priors for "omics" data.

Related

• Variable Selection
• Brown-Vannucci-Fearn (1998) Multivariate Bayesian Variable Selection and Prediction
• Brown-Fearn-Vannucci (1999) The Choice of Variables in Multivariate Regression
• Philip J. Brown