4 citations · 13 across the 12 of their papers we have counts for
3 papers · 1 filter
Parallel MCMC Algorithms: Theoretical Foundations, Algorithm Design, Case Studies
Nathan E. Glatt-Holtz, Andrew J. Holbrook, Justin A. Krometis +1
Parallel Markov Chain Monte Carlo (pMCMC) algorithms generate clouds of proposals at each step to efficiently resolve a target probability distribution. We build a rigorous foundat…
Computational Statistics and Data Science in the Twenty-first Century
Andrew J. Holbrook, Akihiko Nishimura, Xiang Ji +1
Data science has arrived, and computational statistics is its engine. As the scale and complexity of scientific and industrial data grow, the discipline of computational statistics…
Synthesizing longitudinal cortical thickness estimates with a flexible and hierarchical multivariate measurement-error model
Jesse W. Birchfield, Nicholas J. Tustison, Andrew J. Holbrook
MRI-based entorhinal cortical thickness (eCT) measurements predict cognitive decline in Alzheimer's disease (AD) with low cost and minimal invasiveness. Two prominent imaging parad…