Statistical Methods for Traffic Flow Prediction: Limitations and Challenges

Early researchers often used statistical-based methods to predict traffic flow. However, these methods often rely on the assumption that the distribution of raw data satisfies certain conditions, while real data often do not exhibit explicit distribution trends, leading to poor performance in practical applications.