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CTS - Centre for Transport Studies Stockholm (KTH and VTI)
CTS - Centre for Transport Studies Stockholm (KTH and VTI) CTS - Centre for Transport Studies Stockholm (KTH and VTI)
Working papers in Transport Economics

No 2013:12:
Consistently estimating link speed using sparse GPS data with measured errors

Masoud Fadaei Oshyani (), Marcus Sundberg () and Anders Karlström ()

Abstract: Data sources using new technology such as the Geographical Positioning System are increasingly available. In many different applications, it is important to predict the average speed on all the links in a network. The purpose of this study is to estimate the link speed in a network using sparse GPS data set. Average speed is consistently estimated using Indirect Inference approach. In the end, the Monte Carlo evidence is provided to show that the results are consistent with parameter estimates.

Keywords: Travel time; Sparse GPS data; Indirect inference; Map matching; Route choice.; (follow links to similar papers)

JEL-Codes: R40; (follow links to similar papers)

23 pages, September 16, 2013

To be published in the proceedings of the 16th Euro Working Group on Transportation, Porto, Portugal, 4-6 September 2013. QS 2013

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