Search Results for author: Marina Vannucci

Found 2 papers, 1 papers with code

Latent Network Estimation and Variable Selection for Compositional Data via Variational EM

1 code implementation25 Oct 2020 Nathan Osborne, Christine B. Peterson, Marina Vannucci

In this paper, we seek to develop a novel method to simultaneously estimate network interactions and associations to relevant covariates for count data, and specifically for compositional data, which have a fixed sum constraint.

Variable Selection Variational Inference

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