Let's Connect
Follow Us
Watch Us
(+385) 1 2380 262
journal.prometfpz.unizg.hr
Promet - Traffic&Transportation journal

Accelerating Discoveries in Traffic Science

Accelerating Discoveries in Traffic Science

PUBLISHED
-
DOI
-
LICENSE
Copyright (c) 2024 Ivan Bošnjak, Miroslav Mikula, Frane Jelušić

Evaluation of Deterministic and Stochastic Components of Traffic Counts

Authors:

Ivan Bošnjak

Miroslav Mikula

Frane Jelušić

Keywords:

Abstract

Traffic counts or statistical evidence of the traffic processare often a characteristic of time-series data. In this paper fundamentalproblem of estimating deterministic and stochasticcomponents of a traffic process are considered, in the context of'generalised traffic modelling'. Different methods for identificationand/or elimination of the trend and seasonal componentsare applied for concrete traffic counts. Further investigationsand applications of ARIMA models, Hilbert space formulationsand state-space representations are suggested.

References

  1. Z. Radic, I. Bosnjak, H. Gold: An Integral Approach to

    Traffic Phenomenon Using General Systems Methodology;

    Proceedings ICTS '97, Portoroz,1997, pp.77-83.

    Z. Radic, I. Bosnjak: Generalized Traffic Model and

    Traffic Equations Derived from ST Diagrams; Modern

    Traffic, 17, 3-4, 1997, pp.237-241.

    _ Lo, H. P., N. Zhang and W. H. K. Lam: Estimation of an

    Origin-Destination Matrix with Random Link Choice

    Proportions: A Statistical Approach; Transportation

    Research-B, Vol.30, No.4, pp. 309-324, 1996.

    Ortuzar, J. D. and L. G. Willumsen: Modelling Transport;

    John Wiley and Sons, London, 1990.

    Brockwell, P. J. and R. A. Davis: Time series-Theory and

    Methods, Springer-Verlag, New York, 1995.

    Box, G. E. P. and Jenkins, G. M.: Time Series Analysis:

    Forecasting and Control, Holden-Day, San Francisco,

    Davids, N.M.A. and Winter, R.B.: Stochastic Modelling

    and Control, Chapman and hall, London, 1985.

    Journal o

Show more
How to Cite
Bošnjak, I. (et al.) 1900. Evaluation of Deterministic and Stochastic Components of Traffic Counts. Traffic&Transportation Journal. 10, 1-2 (Jan. 1900), 27-32. DOI: https://doi.org/.

SPECIAL ISSUE IS OUT

Guest Editor: Eleonora Papadimitriou, PhD

Editors: Marko Matulin, PhD, Dario Babić, PhD, Marko Ševrović, PhD


Accelerating Discoveries in Traffic Science |
2024 © Promet - Traffic&Transportation journal