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Authors: David B. Dunson
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Nonparametric IPSS: Fast, flexible feature selection with false discovery control Open Access

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Omar Melikechi and others
Bioinformatics, btaf299, https://doi.org/10.1093/bioinformatics/btaf299
Published: 13 May 2025
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Product centred Dirichlet processes for Bayesian multiview clustering Get access

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Alexander Dombowsky and David B Dunson
Journal of the Royal Statistical Society Series B: Statistical Methodology, qkaf021, https://doi.org/10.1093/jrsssb/qkaf021
Published: 30 April 2025
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Exact Sampling of Spanning Trees via Fast-Forwarded Random Walks Get access

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Edric Tam and others
Biometrika, asaf031, https://doi.org/10.1093/biomet/asaf031
Published: 15 April 2025
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Radial neighbours for provably accurate scalable approximations of Gaussian processes Get access

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Yichen Zhu and others
Biometrika, Volume 111, Issue 4, December 2024, Pages 1151–1167, https://doi.org/10.1093/biomet/asae029
Published: 14 June 2024
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Explaining Transmission Rate Variations and Forecasting Epidemic Spread in Multiple Regions with a Semiparametric Mixed Effects SIR Model Free

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David A. Buch and others
Biometrics, Volume 79, Issue 4, December 2023, Pages 2987–2997, https://doi.org/10.1111/biom.13901
Published: 10 July 2023
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Bayesian matrix completion for hypothesis testing Free

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Bora Jin and others
Journal of the Royal Statistical Society Series C: Applied Statistics, Volume 72, Issue 2, May 2023, Pages 254–270, https://doi.org/10.1093/jrsssc/qlac005
Published: 15 March 2023
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Bayesian Pyramids: identifiable multilayer discrete latent structure models for discrete data Free

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Yuqi Gu and David B Dunson
Journal of the Royal Statistical Society Series B: Statistical Methodology, Volume 85, Issue 2, April 2023, Pages 399–426, https://doi.org/10.1093/jrsssb/qkad010
Published: 09 March 2023
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A generalized Bayes framework for probabilistic clustering Get access

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Tommaso Rigon and others
Biometrika, Volume 110, Issue 3, September 2023, Pages 559–578, https://doi.org/10.1093/biomet/asad004
Published: 19 January 2023
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Identifying vulnerable brain networks associated with Alzheimer’s disease risk Free

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Ali Mahzarnia and others
Cerebral Cortex, Volume 33, Issue 9, 1 May 2023, Pages 5307–5322, https://doi.org/10.1093/cercor/bhac419
Published: 01 November 2022
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Outlier detection for multi-network data Free

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Pritam Dey and others
Bioinformatics, Volume 38, Issue 16, August 2022, Pages 4011–4018, https://doi.org/10.1093/bioinformatics/btac431
Published: 28 June 2022
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Efficient Manifold Approximation with Spherelets Free

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Didong Li and others
Journal of the Royal Statistical Society Series B: Statistical Methodology, Volume 84, Issue 4, September 2022, Pages 1129–1149, https://doi.org/10.1111/rssb.12508
Published: 12 April 2022
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Closer than they Appear: A Bayesian Perspective on Individual-Level Heterogeneity in Risk Assessment Free

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Kristian Lum and others
Journal of the Royal Statistical Society Series A: Statistics in Society, Volume 185, Issue 2, April 2022, Pages 588–614, https://doi.org/10.1111/rssa.12792
Published: 09 February 2022
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Graph Based Gaussian Processes on Restricted Domains Free

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David B. Dunson and others
Journal of the Royal Statistical Society Series B: Statistical Methodology, Volume 84, Issue 2, April 2022, Pages 414–439, https://doi.org/10.1111/rssb.12486
Published: 14 December 2021
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Removing the Influence of Group Variables in High-Dimensional Predictive Modelling Free

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Emanuele Aliverti and others
Journal of the Royal Statistical Society Series A: Statistics in Society, Volume 184, Issue 3, July 2021, Pages 791–811, https://doi.org/10.1111/rssa.12613
Published: 15 April 2021
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Estimating Densities with Non-Linear Support by Using Fisher–Gaussian Kernels Free

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Minerva Mukhopadhyay and others
Journal of the Royal Statistical Society Series B: Statistical Methodology, Volume 82, Issue 5, December 2020, Pages 1249–1271, https://doi.org/10.1111/rssb.12390
Published: 09 August 2020
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Classification via local manifold approximation Get access

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Didong Li and David B Dunson
Biometrika, Volume 107, Issue 4, December 2020, Pages 1013–1020, https://doi.org/10.1093/biomet/asaa033
Published: 14 July 2020
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Efficient posterior sampling for high-dimensional imbalanced logistic regression Get access

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Deborshee Sen and others
Biometrika, Volume 107, Issue 4, December 2020, Pages 1005–1012, https://doi.org/10.1093/biomet/asaa035
Published: 17 June 2020
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Bayesian cumulative shrinkage for infinite factorizations Free

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Sirio Legramanti and others
Biometrika, Volume 107, Issue 3, September 2020, Pages 745–752, https://doi.org/10.1093/biomet/asaa008
Published: 27 May 2020
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Projected t-SNE for batch correction Free

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Emanuele Aliverti and others
Bioinformatics, Volume 36, Issue 11, June 2020, Pages 3522–3527, https://doi.org/10.1093/bioinformatics/btaa189
Published: 16 March 2020
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Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods Free

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Akihiko Nishimura and others
Biometrika, Volume 107, Issue 2, June 2020, Pages 365–380, https://doi.org/10.1093/biomet/asz083
Published: 07 March 2020