Central Posterior Envelopes for Bayesian Longitudinal Functional Principal Component Analysis
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Longitudinally observed functional data are commonly encountered in biomedical studies. Under the weak separability assumption of the high dimensional covariance, the recently proposed Bayesian longitudinal functional principal component analysis (B-LFPCA) ach... ...
