A Bayesian Hierarchical Model is presented to estimate route choice preferences between OD pairs. The methodology adopted utilizes both Origin-Destination (OD) information and traffic counts observed on some of the links in the network to estimate route choice probabilities. Route choice preferences are represented by multinomial distributions and estimated via a Markov Chain Monte Carlo (MCMC) algorithm. The proposed model takes into account measurement errors in the link counts, the uncertanties present in OD data and alternative routes choices both inside or outside the network of study. The proposed method is validated on both a synthetic example and the traffic network of Malta.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Bayesian hierarchical modelling of traffic flow - With application to Malta's road network


    Beteiligte:


    Erscheinungsdatum :

    01.10.2013


    Format / Umfang :

    948901 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Malta's double-whammy

    Online Contents | 1994


    EU boosts Malta's HS ferry link

    Online Contents | 2011


    Malta's aim: Transport hub of the Mediterranean

    Arndt, Eckhard-Herbert | Online Contents | 1996