Abstract
Traffic congestion is an unpleasant fact of modern life. Although difficult to quantify precisely, congestion must cost Californians millions of dollars per day. Since further extensive construction of freeways is unlikely, information technology is being increasingly looked to for amelioration by providing information allowing more efficient use of existing freeways. Statistics plays a major role in such efforts.
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References
J. Besag. Statistical analysis of non-lattice data. The Statistician, 24:179–195, 1975.
T. Hastie and R. Tibshirani. Varying coefficient models. Journal of the Royal Statistical Society Series B, 55(4):757–796, 1993.
Z. Jia, C. Chen, B. Coiffman, and P. Varaiya. The PeMS algorithms for accurate, real-time estimates of g-factors and speeds from single-loop detectors. In Fourth International IEEE Conference on Intelligent Transportation Systems.
J. Kwon and K. Murphy. Modeling freeway traffic with coupled HMMs. 2000.
Jaimyoung Kwon, B. Coifman, and Peter J. Bickel. Day-to-day travel time trends and travel time prediction from loop detector data. In Transportation Research Record, 2000. Accepted for publication.
J. S. Liu and R. Chen. Sequential monte carlo methods for dynamic systems. Journal of the American Statistical Association, 93(443): 1032–1044, 1998.
K. V. Mardia, J. T. Kent, and S. M. Bibby. Multivariate Analysis. Academic Press, 1979.
A. D. May. Traffic Flow Fundamentals. Prentice-Hall, 1990.
L. K. Saul and M. Jordan. Boltzman chains and hidden markov models. In G. Tesauro, D. S. Touretzky, and T. Leen, editors, Advances in Neural Information Processing Systems. MIT Press, 1995.
X. Zhang and J. Rice. Short term travel time prediction. Transportation Research C, 2002. to appear.
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Bickel, P., Chen, C., Kwon, J., Rice, J., Varaiya, P., van Zwet, E. (2003). Traffic Flow on a Freeway Network. In: Denison, D.D., Hansen, M.H., Holmes, C.C., Mallick, B., Yu, B. (eds) Nonlinear Estimation and Classification. Lecture Notes in Statistics, vol 171. Springer, New York, NY. https://doi.org/10.1007/978-0-387-21579-2_5
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DOI: https://doi.org/10.1007/978-0-387-21579-2_5
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