High-dimensional joint estimation of multiple directed Gaussian graphical models

© 2020, Institute of Mathematical Statistics. All rights reserved. We consider the problem of jointly estimating multiple related directed acyclic graph (DAG) models based on high-dimensional data from each graph. This problem is motivated by the task of learning gene regulatory networks based on ge...

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Bibliographic Details
Main Authors: Wang, Yuhao, Segarra, Santiago, Uhler, Caroline
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Institute of Mathematical Statistics 2021
Online Access:https://hdl.handle.net/1721.1/134161