Marina Vannucci

WEBSITE(S)| Dr. Vannucci's website

Dr. Vannucci is Noah Harding Professor of Statistics. She is also an adjunct faculty member of the UT M.D. Anderson Cancer Center, TX.

Dr. Vannucci is generally interested in the development of Bayesian statistical models for complex problems and in applications to Science. She has contributed to methodological research on Bayesian variable selection techniques for linear settings, mixture models and graphical models, and to related computational algorithms. Her research is often motivated by real problems that need to be addressed with suitable statistical methods. She has a solid history of scientific collaborations and is particularly interested in applications of Bayesian inference to high-throughput genomics and to neuroscience and neuroimaging. Dr. Vannucci was the recipient of an NSF CAREER award in 2001. She is an elected Member of the International Statistical Institute (ISI), and an elected Fellow of the American Statistical Association (ASA), the Institute of Mathematical Statistics (IMS), the American Association for the Advancement of Science (AAAS), and the International Society for Bayesian Analysis (ISBA). She holds a Laurea (B.S.) in Mathematics and a Ph.D. in Statistics, both from the University of Florence, Italy.

Research Areas

Bayesian statistics, variable selection, graphical models, statistical computing, wavelets. Applications in genomics, neuroimaging and engineering.

Education

Ph.D. in Statistics, University of Florence, Italy

Laurea (B.S.) in Mathematics, University of Florence, Italy

Advisory Role

2019-20 Graduate Advisor

Teaching Areas

Bayesian Statistics

Societies & Organizations

American Association for the Advancement of Science (AAAS)

American Statistical Association (ASA)

Institute of Mathematical Statistics (IMS)

International Statistical Institute (ISI)

International Society for Bayesian Analysis (ISBA)

Royal Statistical Society (RSS)

Honors & Awards

2025 Don Owen Award, San Antonio Chapter of the American Statistical Association (ASA)

2024-2026 Founding co-Editor and first Editor-in-Chief, Statistics and Data Science in Imaging

2020 Zellner Medal, International Society for Bayesian Analysis (ISBA)

2020 Outstanding Doctoral Thesis Adviser Award, School of Engineering, Rice University

2020-2023 Co-Editor, Journal of the American Statistical Association - Theory & Methods

2019 Clinical Article Award, Epilepsia OPEN, Editors' Choice

2018 Elected President of the International Society for Bayesian Analysis (ISBA)

2018 Lindley Prize (honorable mention), International Society for Bayesian Analysis (ISBA)

2016 Named Noah Harding Professor, Rice University

2014 Honorary Chair Professorship (by courtesy), Dept of Functional Genomics, U. Liverpool, UK

2014 Elected Fellow, International Society for Bayesian Analysis (ISBA)

2013-2015 Editor-in-Chief, Bayesian Analysis

2012 Elected Fellow, American Association for the Advancement of Science (AAAS)

2009 Elected Fellow, Institute of Mathematical Statistics (IMS)

2007 Elected Member, International Statistical Institute (ISI)

2006 Elected Fellow, American Statistical Association (ASA)

2003 Mitchell Prize, International Society for Bayesian Analysis (ISBA)

2003 JASA-Applications and Case Studies Editor's Invited Paper

2001 CAREER Award, National Science Foundation

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