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D. Dunson · SciRah

Researcher profile · Semantic Scholar

D. Dunson

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D. Dunson — researcher profile on SciRah

h-index: 10
Works: 50
Citations: 643

Most-cited papers

Testing 1 – 2 – 3 : Experimental Design With Applications in Marketing and Service Operations
Brady T. West, Kathleen B. Welch, A. Galecki, Brenda W. Gillespie +6 more
2009191 citations
Semantic Scholar
Genetic and Functional Drivers of Diffuse Large B Cell Lymphoma
Anupama Reddy, Jenny Zhang, Nicholas S. Davis, Andrea B. Moffitt +55 more
2017Cell112 citations Open access
Semantic Scholar
Bayesian Latent Factor Regression for Functional and Longitudinal Data
S. Montagna, S. Tokdar, B. Neelon, D. Dunson
2012Biometrics73 citations Open access
Semantic Scholar
Semiparametric Bayes’ Proportional Odds Models for Current Status Data with Underreporting
Lian-Ming Wang, D. Dunson
2010Biometrics54 citations Open access
Semantic Scholar
Bayesian Semiparametric Multiple Shrinkage
R. MacLehose, D. Dunson
2009Biometrics35 citations Open access
Semantic Scholar
Removing the influence of group variables in high-dimensional predictive modelling
E. Aliverti, Kristian Lum, James E. Johndrow, D. Dunson
2018Journal of the Royal Statistical Society. Series A,22 citations Open access
Semantic Scholar
Marginally specified priors for non-parametric Bayesian estimation
David C. Kessler, Peter D. Hoff, D. Dunson
2012Journal of The Royal Statistical Society Series B-statistical Methodology21 citations Open access
Semantic Scholar
Bayesian nonparametric hierarchical modeling
D. Dunson
2009Biometrical journal. Biometrische Zeitschrift20 citations
Semantic Scholar
Estimating densities with non-linear support by using Fisher–Gaussian kernels
Minerva Mukhopadhyay, Didong Li, D. Dunson
2019Journal of The Royal Statistical Society Series B-statistical Methodology14 citations Open access
Semantic Scholar
Theoretical limits of microclustering for record linkage
James E. Johndrow, Kristian Lum, D. Dunson
2018Biometrika12 citations Open access
Semantic Scholar
Bayesian Joint Additive Factor Models for Multiview Learning
Niccoló Anceschi, F. Ferrari, D. Dunson, Himel Mallick
2024Biometrics10 citations
Semantic Scholar
Bayesian modelling of networks in complex business intelligence problems
Daniele Durante, S. Paganin, B. Scarpa, D. Dunson
20159 citations Open access
Semantic Scholar
Semiparametric Bayes Multiple Testing: Applications to Tumor Data
Lian-Ming Wang, D. Dunson
2009Biometrics9 citations Open access
Semantic Scholar
Scalable and robust regression models for continuous proportional data
Changwoo J. Lee, Benjamin K. Dahl, O. Ovaskainen, D. Dunson
2025Journal of the American Statistical Association8 citations Open access
Semantic Scholar
Bayesian Level Set Clustering
D. Buch, Miheer Dewaskar, D. Dunson
20247 citations
Semantic Scholar
Product Centred Dirichlet Processes for Bayesian Multiview Clustering
Alexander Dombowsky, D. Dunson
2025Journal of The Royal Statistical Society Series B-statistical Methodology6 citations
Semantic Scholar
Inference on covariance structure in high-dimensional multi-view data
L. Mauri, D. Dunson
20255 citations
Semantic Scholar
Logistic-Beta Processes for Dependent Random Probabilities with Beta Marginals
Changwoo J. Lee, Alessandro Zito, Hui-Yan Sang, D. Dunson
2024Bayesian Analysis4 citations Open access
Semantic Scholar
Infinite joint species distribution models
Federica Stolf, D. Dunson
2024Biometrika4 citations Open access
Semantic Scholar
Bayesian semiparametric inference in longitudinal metabolomics data
A. Sarkar, Ornella Cominetti, Ivan Montoliu, Joanne Hosking +3 more
2024Scientific Reports4 citations Open access
Semantic Scholar
Nonparametric Bayes Modeling for Case Control Studies with Many Predictors
Jing Zhou, Amy H. Herring, A. Bhattacharya, A. Olshan +1 more
2015Biometrics4 citations Open access
Semantic Scholar
Pathway-based Bayesian factor models for'omics data
L. Mauri, Federica Stolf, Amy H. Herring, C. Miller +1 more
20263 citations
Semantic Scholar
Bayesian Genome- and Epigenome-wide Association Studies with Gene Level Dependence
E. Lock, D. Dunson
2016Biometrics3 citations Open access
Semantic Scholar
Joint species distribution modeling of abundance data through latent variable barcodes
Braden Scherting, O. Ovaskainen, D. Dunson
20242 citations
Semantic Scholar
Overfitted high-dimensional matrix factorizations via adaptive spectral shrinkage
L. Mauri, D. Dunson
20261 citations
Semantic Scholar
Adaptive Bayesian regression on data with low intrinsic dimensionality
Tao Tang, Nan Wu, Xiu-Yuan Cheng, D. Dunson
2026Annals of Statistics1 citations Open access
Semantic Scholar
Link prediction in ecological meta‐networks under extreme taxonomic bias
Jennifer N. Kampe, Camille M. M. DeSisto, D. Dunson
2026Methods in Ecology and Evolution1 citations Open access
Semantic Scholar
Frugivore Declines Across Taxa Affect Forest Biomass
Camille M. M. DeSisto, Jennifer N. Kampe, A. Ngomanda, Donald Midoko Iponga +5 more
2026Global Change Biology Communications1 citations Open access
Semantic Scholar
Uncertainty Quantification in Bayesian Clustering
G. Page, Andrés F. Barrientos, David B. Dahl, D. Dunson
20251 citations
Semantic Scholar
Quantifying sleep apnea heterogeneity using hierarchical Bayesian modeling
Glenn Palmer, N. Srivali, D. Dunson
20251 citations
Semantic Scholar
Feature aware covariance estimation, with application to mixtures of chemical exposures
Elizabeth Bersson, Kate Hoffman, Heather M. Stapleton, D. Dunson
20251 citations
Semantic Scholar
Bayesian Latent Class Regression with Interpretable Binary Profiles
Yuren Zhou, Yuqi Gu, D. Dunson
20251 citations
Semantic Scholar
Bayesian Deep Generative Models for Multiplex Networks with Multiscale Overlapping Clusters
Yuren Zhou, Yuqi Gu, D. Dunson
20241 citations
Semantic Scholar
Bayesian modeling of multi-species labeling errors in ecological studies
Hao-Xuan Wang, Patrik Lauha, D. Dunson
20241 citations
Semantic Scholar
BAYESIAN LEARNING OF CLINICALLY MEANINGFUL SEPSIS PHENOTYPES IN NORTHERN TANZANIA
Alexander Dombowsky, D. Dunson, Deng B. Madut, M. Rubach +1 more
2024Annals of Applied Statistics1 citations Open access
Semantic Scholar
Marginally interpretable spatial logistic regression with bridge processes
Changwoo J. Lee, D. Dunson
2024Statistics in Medicine1 citations Open access
Semantic Scholar
Nested exemplar latent space models for dimension reduction in dynamic networks
Jennifer N. Kampe, L. Silva, T. Roslin, D. Dunson
20241 citations
Semantic Scholar
Product Centered Dirichlet Processes for Bayesian Multiview Clustering
Alexander Dombowsky, D. Dunson
20231 citations
Semantic Scholar
Classification via Bayesian Nonparametric Learning of Affine Subspaces
G. Page, Abhishek Bhattacharya, D. Dunson
2013Journal of the American Statistical Association1 citations Open access
Semantic Scholar
Adverse Subpopulation Regression for Multivariate Outcomes with High-Dimensional Predictors
Bin Zhu, D. Dunson, A. Ashley-Koch
2011Statistics in Medicine1 citations Open access
Semantic Scholar
Pathway-based Bayesian factor models for gene expression data
L. Mauri, Federica Stolf, Amy H. Herring, Cameron Miller +1 more
1 citations
Semantic Scholar
Bayesian inference on beta diversity via feature allocation models
Federica Stolf, T. Rigon, D. Dunson
20260 citations
Semantic Scholar
Climate structures global associations between human footprint and arthropod diversity
Alessandro Zito, T. Rigon, T. Roslin, P. Niittynen +5 more
2026bioRxiv0 citations Open access
Semantic Scholar
Correction
Luis Gruber, G. Kastner, A. Bhattacharya, D. Pati +2 more
2025Journal of the American Statistical Association0 citations Open access
Semantic Scholar
Learning discrete Bayesian networks with hierarchical Dirichlet shrinkage
Alexander Dombowsky, D. Dunson
20250 citations
Semantic Scholar
Model-based indicators for co-clustered environments and species communities
Braden Scherting, O. Ovaskainen, Tomas V. Roslin, D. Dunson
20250 citations
Semantic Scholar
Targeted empirical Bayes for more supervised joint factor analysis
Glenn Palmer, D. Dunson
20250 citations
Semantic Scholar
Correction to: ‘Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation’
W. van den Boom, G. Reeves, D. Dunson
2021Biometrika0 citations
Semantic Scholar
Domain Adaptive Bootstrap Aggregating
Mei-Mei Liu, D. Dunson
2020IEEE Transactions on Signal Processing0 citations Open access
Semantic Scholar
Learning Low-Dimensional Signal Models
Lawrence Carin, R. Baraniuk, V. Cevher, D. Dunson +3 more
2011IEEE Signal Processing Magazine0 citations
Semantic Scholar

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