136 citations · 408 across the 33 of their papers we have counts for
3 papers · 2 filters
Perturbation Detection Through Modeling of Gene Expression on a Latent Biological Pathway Network: A Bayesian hierarchical approach
Lisa M. Pham, Luis Carvalho, Scott Schaus +1
Cellular response to a perturbation is the result of a dynamic system of biological variables linked in a complex network. A major challenge in drug and disease studies is identify…
Hypothesis Testing For Network Data in Functional Neuroimaging
Cedric E. Ginestet, Jun Li, Prakash Balachandran +2
In recent years, it has become common practice in neuroscience to use networks to summarize relational information in a set of measurements, typically assumed to be reflective of e…
Percolation under Noise: Detecting Explosive Percolation Using the Second Largest Component
Wes Viles, Cedric E. Ginestet, Ariana Tang +2
We consider the problem of distinguishing classical (Erdős-Rényi) percolation from explosive (Achlioptas) percolation, under noise. A statistical model of percolation is constructe…