Huang, Biao (2007): Random Utility Pseudo Panel Model and Application on Car Ownership Forecast.
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Abstract
This paper reports the recent development on the theoretical aspects of the nonlinear pseudo panel, its empirical application on car demand model, and forecast of car ownership level in Great Britain to year 2026.
Item Type: | MPRA Paper |
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Original Title: | Random Utility Pseudo Panel Model and Application on Car Ownership Forecast |
Language: | English |
Keywords: | random utility, pseudo panel, Car Ownership |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C25 - Discrete Regression and Qualitative Choice Models ; Discrete Regressors ; Proportions ; Probabilities |
Item ID: | 7778 |
Depositing User: | Biao Huang |
Date Deposited: | 15 Mar 2008 18:29 |
Last Modified: | 27 Sep 2019 03:25 |
References: | Ben-Akiva, M.E. and Lerman, S.R. (1985), Discrete Choice Analysis, Cambridge, Massachusetts: MIT Press Dargay, J. (2001), The Effect of Income on Car Ownership: Evidence of Asymmetry, Transportation Research Part A, Volume 35, pp807-821 Dargay, J. (2002), Determinants of car ownership in rural and urban areas: a pseudo-panel analysis, Transportation Research Part E: Logistics and Transportation Review Volume 38, Issue 5, September 2002, pp351-366 Dargay, J. and Vythoulkas, P. (1999), Estimation of a Dynamic Car Ownership Model, A Pseudo-Panel Approach, Journal of Transport Economics and Policy, Vol. 33, Part 3, Sept. 1999, pp 287-302 Daly, A. (1999), How Much is Enough? Saturation Effects Using Choice Models, Traffic Engineering and Control, Oct. 1999, pp 493-495 Daly, A.J. and Gunn, H.F. (1985), Cost-Effective Methods for National-Level demand Forecastin’, IATBR Conference, Noordwijk Deaton, A. (1985), “Panel Data from Time Series of Cross Sections”, Journal of Econometrics, 30, pp109-26 DETR (2000), Transport 10 Year Plan 2000, http://www.dft.gov.uk/about/strategy/whitepapers/previous/transporttenyearplan2000 Department for Transport (2005), Vehicle Licensing Statistics, 2005, http://www.dft.gov.uk/pgr/statistics/datatablespublications/vehicles/licensing/vehiclelicensingstatistics2005b Department for Transport (2006a), Vehicle Licensing Statistics Release, 2006, http://www.dft.gov.uk/pgr/statistics/datatablespublications/vehicles/licensing/vehiclelicensingstatrelease2006 Department for Transport (2006b), Transport Statistics Bulletin, Vehicle Excise Duty Evasion, 2006, http://www.dft.gov.uk/pgr/statistics/datatablespublications/vehicles/excisedutyevasion/vehicleexcisedutyevasion2006 Gaudry, M. and Dagenais, M. (1979), The Dogit Model, Transportation Research Part B, 13 (2), pp105-112 Government Actuary Office (2003), Population Projections, http://www.gad.gov.uk/Population/2003/gb/wgb035y.xls Greene, W. (2001), Fixed and Random Effects in Nonlinear Models, Working paper, Department of Economics, New York University Heckman, J. (1981a), Statistical Models for Discrete Panel Data, in Structural Analysis of Discrete Data with Econometric Applications, Manski, C. and McFadden, D. (eds.), Cambridge: MIT Press Huang, B. (2007), The Use of Pseudo Panel Data for Forecasting Car Ownership, unpublished PhD thesis, Department of Economics, Birkbeck College Moffitt, R. (1993), Identification and Estimation of Dynamic Models with Time Series of Repeated Cross Sections, Journal of Econometrics 59, pp 99-123 NRTF (1997), National Road Traffic Forecasts (Great Britain) 1997, Working Paper No. 1, Car Ownership: Modelling and Forecasting, Department of the Environment, Transport and the Regions Office of Deputy Prime Minister (1999), Projections of households in England 2021, http://www.odpm.gov.uk/stellent/groups/odpm_housing/documents/page/odpm_house_604206.hcsp Office of National Statistics (2005), Focus on Family, http://www.statistics.gov.uk/focuson/families/ Ortuzar, J. and Willumsen, L. (2001), Modelling Transport, 3rd Edition, London: John Wiley & Sons, Ltd RAC (2002a), Motoring towards 2050, RAC Foundation, http://www.racfoundation.org/files/rac_foundation_2050.pdf RAC (2002b), Motoring towards 2050, Appendix 2: Technical Details of Forecasting Procedure, RAC Foundation Revelt, D. and Train, K. (1998), Mixed Logit with Repeated Choices, Review of Economics and Statistics, 80, pp647-657 Scottish Executive (2002), Household Projections for Scotland: 2000-Based, http://www.scotland.gov.uk/stats/bulletins/00179-00.asp Treasury (2007), HM Treasury Weekly Economic Indicator Data Bank, 1st May 2007, http://www.hm-treasury.gov.uk/economic_data_and_tools/latest_economic_indicators/data_indic_index.cfm Whelan, G. (2003), Modelling Car Ownership in Great Britain, unpublished PhD thesis, University of Leeds Whelan, G., Wardman, M. and Daly, A. (2000), Is There a Limit to Car Ownership Growth? An Exploration of Household Saturation Levels Using two Novel Approaches, paper presented to European Transport Conference, PTRC, Cambridge Whelan, G. (2007), Modelling car ownership in Great Britain, Transportation Research Part A 41 pp 205–219 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/7778 |