Multivariate count data, such as sequencing reads in genomics, are often connected to a clinical phenotype of interest. We develop a flexible framework for dimension reduction in regression, with pred
This study was motivated by one of the important challenges in sleep research: estimating not only an overall association between objective and subjective sleep measures but at within- and between-sub
We consider a problem motivated by issues in nutritional epidemiology, across diseases and populations. In this area, it is becoming increasingly common for diseases to be modeled by a single diet sco
