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Modeling Non-Ignorable Attrition and Measurement Error in Panel Surveys: An Application to Travel Demand Modeling

Author

Listed:
  • Brownstone, D.
  • Golob, T.F.
  • Kazimi, C.

Abstract

Modern panel surveys frequently suffer from high and non-ignorable attrition, and transportation surveys suffer from poor travel estimates. We illustrate the impact of attrition and measurement error on a standard conditional logit model of commuters' mode choice (solo drive in free lanes, pay to solo drive in the carpool lanes, or carpool for free in carpool lanes).

Suggested Citation

  • Brownstone, D. & Golob, T.F. & Kazimi, C., 1999. "Modeling Non-Ignorable Attrition and Measurement Error in Panel Surveys: An Application to Travel Demand Modeling," Papers 99-00-06, California Irvine - School of Social Sciences.
    • Handle: RePEc:fth:calirv:99-00-06
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    1. repec:cdl:uctcwp:qt6s78c7rt is not listed on IDEAS
    2. repec:cdl:uctcwp:qt52g9r2sd is not listed on IDEAS
    3. Steimetz, Seiji S.C. & Brownstone, David, 2005. "Estimating commuters' "value of time" with noisy data: a multiple imputation approach," Transportation Research Part B: Methodological, Elsevier, vol. 39(10), pages 865-889, December.
    4. Small, Kenneth A. & Yan, Jia, 2001. "The Value of "Value Pricing" of Roads: Second-Best Pricing and Product Differentiation," Journal of Urban Economics, Elsevier, vol. 49(2), pages 310-336, March.
    5. Golob, Thomas F., 2001. "Joint models of attitudes and behavior in evaluation of the San Diego I-15 congestion pricing project," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(6), pages 495-514, July.
    6. David Brownstone & Robert Valletta, 2001. "The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 129-141, Fall.
    7. repec:cdl:uctcwp:qt4qh7m2d0 is not listed on IDEAS
    8. repec:cdl:uctcwp:qt16q7w28k is not listed on IDEAS
    9. repec:cdl:uctcwp:qt0zs0z136 is not listed on IDEAS
    10. repec:cdl:uctcwp:qt29v7d1pk is not listed on IDEAS

    More about this item

    Keywords

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    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General

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