6 citations · 6 across the 3 of their papers we have counts for
4 papers
CCMnet: A Software Package for Network Generation with Congruence Class Models
Ravi Goyal, Victor De Gruttola, Natasha K. Martin +2
We introduce CCMnet, an R package designed to generate network ensembles that accurately reflect the uncertainty inherent in empirical data. While traditional network modeling ofte…
Investigating the HIV Epidemic in Miami Using a Novel Approach for Bayesian Inference on Partially Observed Networks
Ravi Goyal, Kevin Nguyen, Victor De Gruttola +3
Molecular HIV Surveillance (MHS) has been described as key to enabling rapid responses to HIV outbreaks. It operates by linking individuals with genetically similar viral sequences…
Investigation of Patient-sharing Networks Using a Bayesian Network Model Selection Approach for Congruence Class Models
Ravi Goyal, Victor De Gruttola
A Bayesian approach to conduct network model selection is presented for a general class of network models referred to as the congruence class models (CCMs). CCMs form a broad class…
Dynamic Network Prediction
Ravi Goyal, Victor De Gruttola
We present a statistical framework for generating predicted dynamic networks based on the observed evolution of social relationships in a population. The framework includes a novel…