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SIAM Journal on Mathematics of Data Science|October 20, 2023
The Convex Mixture Distribution: Granger Causality for Categorical Time SeriesAlex Tank, Xiudi Li, Emily B Fox, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 11, 2021
Neural Granger CausalityAlex Tank, Ian Covert, Nicholas Foti, et al.Annual Review of Statistics and Its Application|October 16, 2023
Granger Causality: A Review and Recent AdvancesAli Shojaie, Emily B FoxElectronic Journal of Statistics|April 13, 2023
Penalized estimation of threshold auto-regressive models with many components and thresholdsKunhui Zhang, Abolfazl Safikhani, Alex Tank, et al.Wiley Interdisciplinary Reviews. Computational Statistics|April 13, 2023
Differential Network Analysis: A Statistical PerspectiveAli ShojaieThe Annals of Applied Statistics|October 16, 2023
NETWORK DIFFERENTIAL CONNECTIVITY ANALYSISSen Zhao, Ali ShojaieStatistical Applications in Genetics and Molecular Biology|July 6, 2010
Network enrichment analysis in complex experimentsAli Shojaie, George MichailidisEntropy (Basel, Switzerland)|December 24, 2021
Causal Discovery in High-Dimensional Point Process Networks with Hidden NodesXu Wang, Ali ShojaieBiometrics|September 23, 2015
A significance test for graph-constrained estimationSen Zhao, Ali ShojaieJournal of Machine Learning Research : JMLR|October 6, 2023
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random NetworksArjun Sondhi, Ali ShojaiePageof 15