Dependent Matérn Processes for Multivariate Time Series

Alexander Vandenberg-Rodes, Babak Shahbaba

For the challenging task of modeling multivariate time series, we propose a new class of models that use dependent Matérn processes to capture the underlying structure of data, exp…