Bayesian Dynamic Linear Model with Adaptive Parameter Estimation for Short-Term Travel Speed Prediction

Figure 5

First-order DLM Kalman filter smoother fitted on average travel speed on link 4E. On the left: parameters () estimated by MLE; on the right: after optimization.