DMS, AE, DAA: methods and applications of adaptive time series model selection, ensemble, and financial evaluation

Parley Ruogu Yang, Ryan Lucas

We introduce three adaptive time series learning methods, called Dynamic Model Selection (DMS), Adaptive Ensemble (AE), and Dynamic Asset Allocation (DAA). The methods respectively…