Regularizing priors for Bayesian VAR applications to large ecological datasets

Using multi-species time series data has long been of interest for estimating inter-specific interactions with vector autoregressive models (VAR) and state space VAR models (VARSS); these methods are also described in the ecological literature as multivariate autoregressive models (MAR, MARSS). To d...

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Bibliographic Details
Main Authors: Eric J. Ward, Kristin Marshall, Mark D. Scheuerell
Format: Article
Language:English
Published: PeerJ Inc. 2022-11-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/14332.pdf