Michele Guindani

14 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-6363-9907

Department of Biostatistics, University of California at Los Angeles

Publications

• Semiparametric local variable selection under misspecification — Biometrika 2025
• A Common Atoms Model for the Bayesian Nonparametric Analysis of Nested Data — Journal of the American Statistical Association 2023
• A horseshoe mixture model for Bayesian screening with an application to light sheet fluorescence microscopy in brain imaging — The Annals of Applied Statistics 2023
• A Bayesian Approach for Estimating Dynamic Functional Network Connectivity in fMRI Data — Journal of the American Statistical Association 2018
• A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data — The Annals of Applied Statistics 2016
• A Bayesian predictive model for imaging genetics with application to schizophrenia — The Annals of Applied Statistics 2016
• False discovery control in large-scale spatial multiple testing — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
• Generalized Species Sampling Priors With Latent Beta Reinforcements — Journal of the American Statistical Association 2014
• A hierarchical Bayesian model for inference of copy number variants and their association to gene expression — The Annals of Applied Statistics 2014
• An Integrative Bayesian Modeling Approach to Imaging Genetics — Journal of the American Statistical Association 2013
• A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration — The Annals of Applied Statistics 2011
• A Bayesian discovery procedure — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Hybrid Dirichlet mixture models for functional data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Generalized Spatial Dirichlet Process Models — Biometrika 2007