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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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11/27/2020
Comparison of Bayesian Nonparametric Density Estimation Methods
In this paper, we propose a nonparametric Bayesian approach for Lindsey ...
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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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08/19/2019
AdaptSPEC-X: Covariate Dependent Spectral Modeling of Multiple Nonstationary Time Series
We present a method for the joint analysis of a panel of possibly nonsta...
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04/24/2018