24 citations · 31 across the 11 of their papers we have counts for
3 papers · 1 filter
Melding Wildlife Surveys to Improve Conservation Inference
Justin Van Ee, Christian Hagen, David Pavlacky +3
Integrated models are a popular tool for analyzing species of conservation concern. Species of conservation concern are often monitored by multiple entities that generate several d…
A Bayesian Joint Model for Compositional Mediation Effect Selection in Microbiome Data
Jingyan Fu, Matthew D. Koslovsky, Andreas M. Neophytou +1
Analyzing multivariate count data generated by high-throughput sequencing technology in microbiome research studies is challenging due to the high-dimensional and compositional str…
Infinite Hidden Markov Models for Multiple Multivariate Time Series with Missing Data
Lauren Hoskovec, Matthew D. Koslovsky, Kirsten Koehler +4
Exposure to air pollution is associated with increased morbidity and mortality. Recent technological advancements permit the collection of time-resolved personal exposure data. Suc…