Brian Wu

Model selection for big multivariate time series data using emulators

2024 · Communications in Statistics - Simulation and Computation

Order identification for models of big time series data presents computational challenges. Results from previous studies on big univariate time series suggest that methods based on kriging and optimization can reduce the computing time substantially …