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Promet - Traffic&Transportation journal

Accelerating Discoveries in Traffic Science

Accelerating Discoveries in Traffic Science

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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

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.

Keywords:

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