Data Collection Time Intervals for Stochastic Short-Term Traffic Flow Forecasting

摘要: The specification of time intervals for data collection is a fundamental determinant the nature and utility resulting traffic condition streams. In context short-term flow forecasting, establishment interval should play key role in determining corresponding appropriate forecasting approach. provides horizon one-step-ahead forecasting. Nevertheless, need more rigorous understanding effects within not well recognized. By contrast, it has been common practice previous research to select approach without explicit consideration or systematic evaluation available methods. A stochastic seasonal autoregressive integrated moving average plus generalized conditional heterosce...