On the estimation of temporal mileage rates

R. E. Wilson, J. Anable, S. Cairns, T. Chatterton, S. Notley, J.D. Lees-Miller

Research output: Contribution to journalArticle

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Abstract

Mathematical and computational techniques are developed for the analysis of annual roadworthiness (MOT) test data that the UK Department for Transport has placed in the public domain. This paper develops a new theory to estimate fine-scale temporal (e.g., monthly) variations in vehicle mileage at a population level – derived from coarse-scale (e.g., annual) mileage data at an individual vehicle level. Numerical time-stepping schemes are derived from the theory and are tested on synthetic data to permit comparison with a known ground-truth mileage rate. Finally, we consider first steps in applying the methods directly to the MOT data set.
Original languageEnglish
Pages (from-to)126-139
Number of pages14
JournalTransportation Research Part E: Logistics and Transportation Review
Volume60
Early online date30 Aug 2013
DOIs
Publication statusPublished - Dec 2013

Keywords

  • Car Use
  • Mileage Rates
  • Mathematical Models
  • Mathematical methods

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    Wilson, R. E., Anable, J., Cairns, S., Chatterton, T., Notley, S., & Lees-Miller, J. D. (2013). On the estimation of temporal mileage rates. Transportation Research Part E: Logistics and Transportation Review, 60, 126-139. https://doi.org/10.1016/j.tre.2013.06.004