47 citations · 81 across the 14 of their papers we have counts for
5 papers · 1 filter
Graphical model inference with external network data
Jack Jewson, Li Li, Laura Battaglia +3
We consider two applications where we study how dependence structure between many variables is linked to external network data. We first study the interplay between social media co…
Specification analysis for technology use and teenager well-being: statistical validity and a Bayesian proposal
Christoph Semken, David Rossell
A key issue in science is assessing robustness to data analysis choices, while avoiding selective reporting and providing valid inference. Specification Curve Analysis is a tool in…
Heterogeneous large datasets integration using Bayesian factor regression
Alejandra Avalos-Pacheco, David Rossell, Richard S. Savage
Two key challenges in modern statistical applications are the large amount of information recorded per individual, and that such data are often not collected all at once but in bat…
Quantifying alternative splicing from paired-end RNA-sequencing data
David Rossell, Camille Stephan-Otto Attolini, Manuel Kroiss +1
RNA-sequencing has revolutionized biomedical research and, in particular, our ability to study gene alternative splicing. The problem has important implications for human health, a…
GaGa: A parsimonious and flexible model for differential expression analysis
David Rossell
Hierarchical models are a powerful tool for high-throughput data with a small to moderate number of replicates, as they allow sharing information across units of information, for e…