Brian Caffo

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

ORCID: 0000-0002-0793-9497

Department of Biostatistics, Johns Hopkins University, Baltimore, MD

Publications

• Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors — Journal of the American Statistical Association 2020
• Bayesian inference of high-dimensional, cluster-structured ordinary differential equation models with applications to brain connectivity studies — The Annals of Applied Statistics 2017
• Joint estimation of multiple graphical models from high dimensional time series — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Fast, Exact Bootstrap Principal Component Analysis forp> 1 Million — Journal of the American Statistical Association 2016
• Parameterization of White Matter Manifold-Like Structures Using Principal Surfaces — Journal of the American Statistical Association 2016
• Sparse median graphs estimation in a high-dimensional semiparametric model — The Annals of Applied Statistics 2016
• A Dynamic Directional Model for Effective Brain Connectivity Using Electrocorticographic (ECoG) Time Series — Journal of the American Statistical Association 2015
• Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis — The Annals of Applied Statistics 2014
• MONEYBaRL: Exploiting pitcher decision-making using Reinforcement Learning — The Annals of Applied Statistics 2014 (name-matched, not ORCID-linked)
• Nonlinear tube-fitting for the analysis of anatomical and functional structures — The Annals of Applied Statistics 2011
• Population Value Decomposition, a Framework for the Analysis of Image Populations — Journal of the American Statistical Association 2011
• Rejoinder — Journal of the American Statistical Association 2011
• Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep — Journal of the American Statistical Association 2009
• Multilevel functional principal component analysis — The Annals of Applied Statistics 2009
• A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single-Photon Emission Computed Tomography — Journal of the American Statistical Association 2008
• A First Course in Monte Carlo — Journal of the American Statistical Association 2007
• Fixed-Width Output Analysis for Markov Chain Monte Carlo — Journal of the American Statistical Association 2006
• Ascent-based Monte Carlo expectation– maximization — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005