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Granger Causality: A Review and Recent Advances

Journal paperPreprint
Ali Shojaie and Emily B. Fox
Annual Review of Statistics and its Application, Volume 9
Publication year: 2022

Neural Granger Causality for Nonlinear Time Series

Journal paperPreprint
Alex Tank, Ian Covert, Nicholas Foti, Ali Shojaie, Emily B. Fox
To appear in IEEE Transaction on Pattern Analysis and Machine Intelligence
Publication year: 2021

Statistical Deconvolution for Inference of Infection Time Series

Andrew C. Miller, Lauren Hannah, Joseph Futoma, Nicholas J. Foti, Emily B. Fox, Alexander D’Amour, Mark Sandler, Rif A. Saurous, Joseph A. Lewnard
medRxiv 2020.10.16.20212753
Publication year: 2020

Mobility trends provide a leading indicator of changes in SARS-CoV-2 transmission

Andrew Miller, Nicholas Foti, Joseph Lewnard, Nicholas Jewell, Carlos Guestrin, and Emily B. Fox
medRxiv 2020.05.07.20094441
Publication year: 2020

Stochastic Gradient MCMC for Nonlinear State Space Models

Christopher Aicher, Srshti Putcha, Christopher Nemeth, Paul Fearnhead, Emily B. Fox
Publication year: 2019

Disentangled VAE Representations for Multi-Aspect and Missing Data

Samuel Ainsworth, Nicholas Foti, and Emily B. Fox
Publication year: 2018

Autoregressive Models for Variance Matrices: Stationary Inverse Wishart Processes

Emily B. Fox and Mike West
Publication year: 2011