Estimating commuters' "value of time" with noisy data: A multiple imputation approach

Transportation Research Part B: Methodological

Volumn 39, Issue 10, 2005, Pages 865-889

  Steimetz, Seiji S C ^a   Brownstone, David ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Congestion pricing; Heterogeneous consumers; Missing data; Multiple imputation; Product differentiation; Value of time

Indexed keywords

DATA REDUCTION; FLOW OF FLUIDS; MOTOR TRANSPORTATION; STATISTICAL METHODS;

COMMUTERS; MARKET SITUATION; MOTORISTS; NOISY DATA;

SPURIOUS SIGNAL NOISE;

COMMUTING; ESTIMATION METHOD; TRAVEL BEHAVIOR;

EID: 20444444760     PISSN: 01912615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trb.2004.11.001     Document Type: Article

References (18)

1. Brownstone, D., Small, K.A., 2005. Valuing time and reliability: assessing the evidence from road pricing demonstrations. Transportation Research A, in press, doi:10.1016/j.tra.2004.11.001.
2. D. Brownstone T. Golob C. Kazimi Modeling non-ignorable attrition and measurement error in panel surveys: An application to travel demand modeling In: R.M. Groves D.A. Dillman J.L. Eltinge R.J.A. Little (Eds.) Survey Nonresponse 1999 Wiley New York 373-388
3. D. Brownstone A. Ghosh T. Golob C. Kazimi D. van Amelsfort Drivers' willingness-to-pay to reduce travel time: Evidence from the Sand Diego I-15 Congestion Pricing Project Transportation Research Part A 37 2003 373-387
4. Ghosh, A., 2001. Valuing Time and Reliability: Commuters' Mode Choice from a Real Time Congestion Pricing Experiment. Ph.D. Thesis, University of California at Irvine, USA.
5. T. Golob Joint models of attitudes and behavior in evaluation of the Sand Diego I-15 Congestion Pricing Project Transportation Research Part A 35 2001 495-514
6. T. Lam K.A. Small The value of time and reliability: Measurement from a value pricing experiment Transportation Research Part E 37 2001 231-251
7. L.N. Liu J.F. McDonald Economic efficiency of second-best congestion pricing schemes in urban highway systems Transportation Research Part B 33 1999 157-188
8. C.F. Manski S. Lerman The estimation of choice probabilities from choice-based samples Econometrica 45 1977 1977-1988
9. H. Mohring Congestion In: J. Gomez-Ibanez W.B. Tye C. Winston (Eds.) Essays in Transportation Economics and Policy: A Handbook in Honor of John R. Meyer 1999 Brookings Institution Press Washington, DC 181-221
10. D. Rubin Multiple Imputation for Nonresponse in Surveys 1987 Wiley New York
11. D. Rubin Multiple imputation after 18+ years Journal of the American Statistical Association 91 1996 473-489
12. D. Rubin N. Schenker Multiple imputations for interval estimation from simple random samples with ignorable nonresponse Journal of the American Statistical Association 81 1986 366-374
13. N. Schenker H. Welsh Asymptotic results for multiple imputation Annals of Statistics 16 1988 1550-1566
14. K.A. Small Project evaluation In: J. Gomez-Ibanez W.B. Tye C. Winston (Eds.) Essays in Transportation Economics and Policy: A Handbook in Honor of John R. Meyer 1999 Brookings Institution Press Washington, DC 137-177
15. K.A. Small J. Yan The value of value pricing of roads: Second-best pricing and product differentiation Journal of Urban Economics 49 2001 310-336
16. Small, K.A., Winston, C., Yan, J., 2002. Uncovering the distribution of motorists' preferences for travel time and reliability: Implications for road pricing. Working Paper, Department of Economics, University of California at Irvine, USA.
17. Steimetz, S.S.C., 2004. Defensive driving and the external costs of accidents and travel delays. Working Paper, Department of Economics, University of California at Irvine, USA.
18. A. Zellner An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias Journal of the American Statistical Association 57 1962 348-368