Dynamic factor model for network traffic state forecast

Title
Dynamic factor model for network traffic state forecast
Authors
Keywords
Dynamic factor model, Latent factor, Dimension reduction, Sparse vector autoregressive, EM algorithm, Kalman filter, Network traffic state forecast, Spatial correlation, Forecast for groups of locations
Journal
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
Volume 118, Issue -, Pages 281-317
Publisher
Elsevier BV
Online
2018-11-11
DOI
10.1016/j.trb.2018.10.018

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