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Online Two-Way Estimation and Inference via Linear Mixed-Effects Models
In this article, we tackle the estimation and inference problem of analyzing distributed streaming data that is collected continuously over multiple data sites. We propose an online two-way approach via linear mixed-effects models. We explicitly …
An online two-way updating framework via mixed effects models to account for both within-site correlation and cross-site heterogeneity.