Concepedia

Marina Vannucci

MV

100

Publications

6.5K

Citations

38

H-Index

1997

Active since

Affiliations

Rice University(Current)

Texas A&M University

The University of Texas MD Anderson Cancer Center

Baylor College of Medicine

University of Kent

Marina Vannucci is an author at Rice University specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceMedicineFunctional Data AnalysisBiostatisticsPublic HealthBayesian StatisticsBayesian Inference

Publications per year

1997–2025

100

Publications

100

Bayesian statistics and modelling

Rens van de Schoot, Sarah Depaoli, Ruth King et al. · Nature Reviews Methods Primers · 2021 · 1.1K citations · Full text

Bayesian Statistic, Bayesian Statistics, Bayesian Modeling +6

Multivariate Bayesian Variable Selection and Prediction

Philip J. Brown, Marina Vannucci, Tom Fearn · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1998 · 372 citations

Marginal Posterior Distribution, Bayesian Statistics, Latent Modeling +15

Gene selection: a Bayesian variable selection approach

Kyeong Eun Lee, Naijun Sha, Edward R. Dougherty et al. · Bioinformatics · 2002 · 353 citations

A fully Bayesian latent variable model for integrative clustering analysis of multi-type omics data

Qianxing Mo, Ronglai Shen, Cui Guo et al. · Biostatistics · 2017 · 286 citations · Full text

Omics Signatures, Engineering, Multi-type Omics Data +22

Bayesian Variable Selection in Clustering High-Dimensional Data

Mahlet G. Tadesse, Naijun Sha, Marina Vannucci · Journal of the American Statistical Association · 2005 · 264 citations

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