Publication Cover
Journal of Intelligent Transportation Systems
Technology, Planning, and Operations
Volume 26, 2022 - Issue 2
344
Views
1
CrossRef citations to date
0
Altmetric
Articles

Mapping of bus travel time to traffic stream travel time using econometric modeling

, &
Pages 235-251 | Received 17 Dec 2019, Accepted 01 Nov 2020, Published online: 18 Nov 2020

References

  • Bae, S., Kachroo, P. (1995). Proactive travel time predictions under interrupted flow condition [Paper presentation]. Pacific Rim TransTech Conference. 1995 Vehicle Navigation and Information Systems Conference Proceedings. 6th International VNIS. A Ride into the Future, 179–186.
  • Baltagi, B. H. (2001). Econometric analysis of panel data. John Wiley & Sons, Inc.
  • Berg, G. J. (2008). Duration models: Specification, identification, and multiple durations (Munich Personal RePPEc Archive, MPRA Paper No. 9446). VU University.
  • Bertini, L., & Tantiyanugulchai, S. (2004). Transit buses as traffic probes: Empirical evaluation using geo-location data [paper presentation]. 83rd Annual Meeting of the Transportation Research Board, January, Washington, DC, USA.
  • Berzina, L., Faghri, A., Shourijeh, M., & Mingxin, L. (2013). Evaluation of travel time data collection techniques: A statistical analysis. International Journal of Traffic and Transportation Engineering, 2(6), 149–158.
  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239–253. https://doi.org/10.2307/2297111
  • Chakroborty, P., & Kikuchi, S. (2004). Using bus travel time data to estimate travel times on urban corridors. Transportation Research Record: Journal of the Transportation Research Board, 1870(1), 18–25.
  • Coifman, B., & Kim, S. (2009). Measuring freeway traffic conditions with transit vehicles. Transportation Research Record: Journal of the Transportation Research Board, 2121(1), 90–101. https://doi.org/10.3141/2121-10
  • Colonescu, C. (2016, September). Principle of Econometrics with R. Retrieved from https://bookdown.org/ccolonescu/RPoE4/.
  • Croissant, Y., & Millo, G. (2008). Panel data econometrics in R: The plm package. Journal of Statistical Software, 27(2), 1–43.
  • Dailey, J., & Cathey, W. (2005). AVL-equipped vehicles as speed probes (Report No. WA-RD 617.1). Washington State Transportation Center (TRAC), University of Washington.
  • Forouzandeh, R., Khademi, N., & Hakimpour, F. (2017). Real-time link travel time estimation: Using buses as traffic probes. Int'l Journal of Research in Chemical, Metallurgical and Civil Engineering, 4(1), 60–64.
  • Fox, K. A. (1980). Intermediate economic statistics. John Wiley & Sons.
  • Hall, R., Vyas, N., Sabnani, C., & Khetani, S. (2000). Buses as a traffic probe – demonstration project. Transportation Research Record: Journal of the Transportation Research Board, 1731(1), 96–103. https://doi.org/10.3141/1731-12
  • Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271.
  • Hsiao, C. (2003). Analysis of panel data. Cambridge University Press.
  • Kennedy, P. (2008). A guide to econometrics (6th ed). Blackwell Publishing.
  • Kissell, R. L., & Poserina, J. (2017). Optimal sports math, statistics, and fantasy. Academic Press.
  • Knoop, V. L., Hoogendoorn, S. P., & van Zuylen, H. J. (2009). Processing traffic data collected by remote sensing. Transportation Research Record: Journal of the Transportation Research Board, 2129(1), 55–61. https://doi.org/10.3141/2129-07
  • Kumar, B. A., Jairam, R., Arkatkar, S. S., & Vanajakshi, L. (2019). Real time bus travel time prediction using k-NN classifier. Transportation Letters, 11(7), 362–372. https://doi.org/10.1080/19427867.2017.1366120
  • Kumar, V., Vanajakshi, L., Subramanian, C. (2011). A model based approach to predict stream travel time using public transit as probes [Paper presentation]. IEEE Intelligent Vehicles Symposium (IV), Baden, Germany.
  • Lomax, R. G., & Hahs-Vaughn, D. L. (2013). An introduction to statistical concepts. Routledge.
  • Liu, K., Yamamoto, T., & Morikawa, T. (2009). Feasibility of using taxi dispatch system as probes for collecting traffic information. Journal of Intelligent Transportation Systems, 13(1), 16–27. https://doi.org/10.1080/15472450802644447
  • Moksony, F. (1990). Small is beautiful. The use and interpretation of R2 in social research. Szociológiai Szemle, Special Issue, 130–138.
  • Park, H. M. (2011). Practical Guides to Panel Data Modeling: A Step-by-Step Analysis using Stata. (Tutorial Working Paper). Graduate School of International Relations, International University of Japan.
  • Patra, S. S., Muthurajan, B., Chilukuri, B. R., & Devi, L. (2019). Development and evaluation of a low-cost Wi-Fi media access control scanner as traffic sensor [Paper presentation]. 2019 11th International Conference on Communication Systems & Networks (COMSNETS), pp. 777–782. IEEE. https://doi.org/10.1109/COMSNETS.2019.8711405[]
  • Porter, C., Suhrbier, J., Plumeau, P., Campbell, E. (2008). Effective practices for congestion management: Final report [Paper presentation]. Prepared for the American Association of State Highway and Transportation Officials. NCHRP.
  • Pu, W., Lin, W., Long, L. (2009). Real-time estimation of urban street segment travel time using buses as speed probes [Paper presentation]. Paper presented at the 88th Annual Meeting of the Transportation Research Board, Washington, DC, USA.
  • Qiao, W., Haghani, A., & Hamedi, M. (2013). A nonparametric model for short-term travel time prediction using bluetooth data. Journal of Intelligent Transportation Systems, 17(2), 165–175. https://doi.org/10.1080/15472450.2012.748555
  • Remias, S. M., Hainen, A. M., Mathew, J. K., Vanajakshi, L., Sharma, A., & Bullock, D. M. (2017). Travel time observations using bluetooth mac address matching: a case study on the Rajiv Gandhi roadway: Chennai, India. Purdue University.
  • Sakhare, R., & Vanajakshi, L. (2020). Reliable corridor level travel time estimation using probe vehicle data. Transportation Letters, 12(8), 570–579.
  • Sharma, C., & Kaur, A. (2011). Indian vehicle license plate extraction and segmentation. International Journal of Computer Science and Communication, 2(2), 593–599.
  • Sen, A., Soot, S., Ligas, J., & Tian, X. (1996). Arterial link travel time estimation: Probes, detectors and assignment type models (Report No. 50). National Institute of Statistical Sciences. 27709–24006.
  • Sims, C. A. (1980). Macroeconomics and reality. Econometrica, 48(1), 1–48.
  • Turner, S. M., Eisele, W. L., Benz, R. J., & Douglas, J. (1998). Travel time data collection handbook (Report No. FHWA-PL-98-035). Texas Transportation Institute.
  • Uno, N., Kurauchi, F., Tamura, H., & Iida, Y. (2009). Using bus probe data for analysis of travel time variability. Journal of Intelligent Transportation Systems, 13(1), 2–15. https://doi.org/10.1080/15472450802644439
  • Wasson, J. S., Sturdevant, J. R., & Bullock, D. M. (2008). Real-time travel time estimates using MAC address matching. Institute of Transportation Engineers Journal, ITE, 78(6), 20–23.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.