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01/03/2023
Covariate-guided Bayesian mixture model for multivariate time series
With rapid development of techniques to measure brain activity and struc...
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10/26/2019
Adaptive Bayesian Spectral Analysis of High-dimensional Nonstationary Time Series
This article introduces a nonparametric approach to spectral analysis of...
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09/17/2019
Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data, with Application to EEG Experiments
Many studies collect functional data from multiple subjects that have bo...
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01/19/2018
