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Online Change-Point Detection in Linear Regression with Autoregressive Errors via Streaming Variational Bayes

Jeong, Yujin et al.
arXiv (All) · Papers
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methodology
Large-scale streaming time-series regression requires methods that can detect structural changes while accounting for serially correlated errors and quantifying uncertainty about the current regime. We propose a streaming variational Bayes method for linear regression with autoregressive errors that
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