Forecasting Multivariate Road Traffic Flows Using Bayesian Dynamic Graphical Models, Splines and Other Traffic Variables
Author:
Affiliation:
1. The Open University; Department of Mathematics and Statistics; Walton Hall; Milton Keynes; MK7 6AA; UK
2. Department Psychometrics & Statistics; University of Groningen; Grote Kruisstraat 2/1; Groningen; 9712 TS; The Netherlands
Publisher
Wiley
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/anzs.12026/fullpdf
Reference26 articles.
1. Analysis of freeway traffic time-series data by using Box-Jenkins techniques;Ahmed;Transp. Res. Rec.,1979
2. Multivariate forecasting of road traffic flows in the presence of heteroscedasticity and measurement errors;Anacleto;Appl. Stat.,2013
3. Predictions of freeway traffic speeds and volumes using vector autoregressive models;Chandra;J. Intell. Transport. Syst.,2009
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