5 citations · 5 across the 1 of their papers we have counts for
3 papers
stat.ME2020
Analyzing initial stage of COVID-19 transmission through Bayesian time-varying model
Arkaprava Roy, Sayar Karmakar
Recent outbreak of the novel coronavirus COVID-19 has affected all of our lives in one way or the other. While medical researchers are working hard to find a cure and doctors/nurse…
stat.ME2019★ 5 cited
Bayesian time-aligned factor analysis of paired multivariate time series
Arkaprava Roy, Jana Schaich-Borg, David B Dunson
Many modern data sets require inference methods that can estimate the shared and individual-specific components of variability in collections of matrices that change over time. Pro…
stat.ME2019
Nonparametric graphical model for counts
Arkaprava Roy, David B Dunson
Although multivariate count data are routinely collected in many application areas, there is surprisingly little work developing flexible models for characterizing their dependence…