Frequency Selection in Bayesian Spectral Modeling of Time Series Data with Applications to Wearable Device Measurements

Beniamino Hadj-Amar, Vaishnav Krishnan, Marina Vannucci

This paper introduces a Bayesian spike-and-slab framework for spectral analysis of time series data. The proposed method combines frequency selection and dimensionality reduction w…