Scandinavian Working Papers in Economics
Working papers in Transport Economics,
CTS - Centre for Transport Studies Stockholm (KTH and VTI)
No 2013:12: Consistently estimating link speed using sparse GPS data with measured errors
Masoud Fadaei Oshyani (), Marcus Sundberg () and Anders Karlström ()
Additional contact information
Masoud Fadaei Oshyani: KTH, Postal: Centrum för Transportstudier (CTS), Teknikringen 10, 100 44 Stockholm, Sweden
Marcus Sundberg: KTH, Postal: Centrum för Transportstudier (CTS), Teknikringen 10, 100 44 Stockholm, Sweden
Anders Karlström: KTH, Postal: Centrum för Transportstudier (CTS), Teknikringen 10, 100 44 Stockholm, Sweden
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.
JEL-codes: R40
23 pages, September 16, 2013
Note: 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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CTS2013-12.pdf
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