A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices

Transportation Research Part B: Methodological - Tập 64 - Trang 24-40 - 2014
Jean Dubé1, Diègo Legros2, Marius Thériault3, François Des Rosiers4
1Université du Québec à Rimouski (UQAR), 300, Allée des Ursulines, Rimouski G5L 3A1, Canada
2Université de Bourgogne, 2, Boulevard Gabriel, 21066 Dijon Cedex, France
3Université Laval, 2325, rue des Bibliothéques, Pavillon Félix-Antoine-Savard, Québec G1V 0A6, Canada
4Université Laval, 2325, rue de la Terrasse, Pavillon Palasis-Prince, Québec G1V 0A6, Canada

Tài liệu tham khảo

Abraham, 1991, New evidence on home prices from Freddie Mac repeat sales, Real Estate Economics, 19, 333, 10.1111/1540-6229.00556 Anselin, 1986, Model comparison and model validation issues in empirical work on urban density functions, Geographical Analysis, 18, 179, 10.1111/j.1538-4632.1986.tb00092.x Bailey, 1963, A regression method for real estate price index construction, Journal of the American Statistical Association, 58, 933, 10.1080/01621459.1963.10480679 Can, 1992, Specification and estimation of hedonic pricing models, Regional Science and Urban Economics, 22, 453, 10.1016/0166-0462(92)90039-4 Cao, X., Hough, J., 2007. Hedonic Value of Transit Accessibility: An Empirical Analysis in a Small Urban Area. Tech. Rep., Small Urban & Rural Transit Center. Card, 1990, The impact of the mariel boatlift on the Miami labor market, Industrial and Labor Relations Review, 43, 245, 10.2307/2523702 Card, 1994, Minimum wages and employment: a case study of the fast-food industry in New Jersey and Pennsylvania, The American Economic Review, 84, 772 Case, 1987, Prices of single-family homes since 1970: new indexes for four cities, New England Economic Review, 45 Case, 1989, The efficiency of the market for single-family homes, The American Economic Review, 79, 125 Celik, 2006, The impact of rail transit investment on the residential property values in developing countries: the case of Izmir subway, Turkey, Property Management, 24, 369, 10.1108/02637470610671604 Cervero, 2002, Transit’s added value: at what point does locating near transit raise real estate values?, Urban Land, 61, 77 Clapp, 1991, Housing price indices based on all transactions compared to repeat subsamples, Real Estate Economics, 19, 270, 10.1111/1540-6229.00553 Debarsy, 2012, Interpreting dynamic space-time panel data models, Statistical Methodology, 9, 158, 10.1016/j.stamet.2011.02.002 Debrezion, 2007, The impact of railway stations on residential and commercial property value: a meta-analysis, The Journal of Real Estate Finance and Economics, 35, 161, 10.1007/s11146-007-9032-z Debrezion, 2011, The impact of rail transport on real estate prices: an empirical analysis of the Dutch housing market, Urban Studies, 48, 997, 10.1177/0042098010371395 Des Rosiers, 2010, Does an improved urban bus service affect house values?, International Journal of Sustainable Transportation, 4, 321, 10.1080/15568310903093362 Dubé, J., Baumont, C., Legros, D., 2011b. Utilisation des matrices de pondérations en économétrie spatiale: Proposition dans un contexte spatio-temporel. Tech. Rep. e2011-01, Laboratoire d’Economie et de Gestion (LEG), Université de Bourgogne. Dubé, J., Baumont, C., Legros, D., 2013. Matrices de pondérations et contexte spatio-temporel en économétrie spatiale. Revue Canadienne de Science Régionale, in press. Dubé, 2011, Impact de la segmentation spatiale sur le choix de la forme fonctionnelle pour la modélisation hédonique, Revue d’Économie Régionale et Urbaine, 1, 9, 10.3917/reru.111.0009 Dubé, 2011, Economic impact of a supply change in mass transit in urban areas: a Canadian example, Transportation Research Part A, 45, 46 Dubé, J., Legros, D., 2011. Development of a Spatio-temporal Autoregressive (star) Model using Spatio-temporal Weight Matrices. Tech. Rep. e2011-05, Laboratoire d’Economie et de Gestion, Université de Bourgogne. Dubé, 2013, A spatio-temporal measure of spatial dependence: an example using real estate data, Papers in Regional Science, 92, 19 Dubé, 2013, Dealing with spatial data pooled over time in statistical models, Letters in Spatial and Resource Sciences, 6, 1, 10.1007/s12076-012-0082-3 Dubé, 2013, Commuter rail accessibility and house values: the case of the Montreal south shore, Canada, 1992–2009, Transportation Research Part A, 54, 49 Dubin, 1998, Predicting house prices using multiple listing data, Journal of Real Estate Finance and Economics, 17, 35, 10.1023/A:1007751112669 Dubin, 1987, Spatial variation in the price of housing: rent gradients in non-monocentric cities, Urban Studies, 24, 193, 10.1080/00420988720080331 Elhorst, 2010, Applied spatial econometrics: raising the bar, Spatial Economic Analysis, 5, 9, 10.1080/17421770903541772 Elhorst, 2012, Dynamic spatial panels: models, methods and inferences, Journal of Geographical Systems, 14, 5, 10.1007/s10109-011-0158-4 Gatzlaff, 1997, Sample selection bias and repeat-sales index estimates, Journal of Real Estate Finance and Economics, 14, 33, 10.1023/A:1007763816289 Gatzlaff, 1998, Sample selection and biases in local house value indices, Journal of Urban Economics, 43, 199, 10.1006/juec.1997.2045 Gibbons, 2008, Valuing school quality, better transport, and lower crime: evidence from house prices, Oxford Review of Economic Policy, 24, 99, 10.1093/oxrep/grn008 Griffith, 2005, Effective geographic sample size in the presence of spatial autocorrelation, Annals of the Association of American Geographers, 95, 740, 10.1111/j.1467-8306.2005.00484.x Hensher, 2010, Hypothetical bias, choice experiments and willingness to pay, Transportation Research Part B, 44, 735, 10.1016/j.trb.2009.12.012 Huang, 2010, Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices, International Journal of Geographical Information Science, 24, 383, 10.1080/13658810802672469 Immergluck, 2009, Large redevelopment initiatives, housing values and gentrification: the case of the Atlanta beltline, Urban Studies, 46, 1723, 10.1177/0042098009105500 Knaap, 2001, Do plans matter? The effects of light rail plans on land values in station areas, Journal of Planning Education and Research, 21, 32, 10.1177/0739456X0102100103 Le Gallo, 2002, Econométrie spatiale: L’autocorrélation spatiale dans les modéles de régression linéaire, Economie et Prévision, 155, 139, 10.3406/ecop.2002.6875 LeSage, J., 1999. Spatial Econometrics. The Web Book of Regional Science. Regional Research Institute, West Virginia University, Morgantown. LeSage, 2009 Li, 2012, Modeling the effects of integrated rail and property development on the design of rail line services in a linear monocentric city, Transportation Research Part B, 46, 710, 10.1016/j.trb.2012.01.004 Liu, 2009, Continuum modeling of park-and-ride services in a linear city with deterministic mode choice, Transportation Research Part B, 43, 692, 10.1016/j.trb.2009.01.001 Ma, 2012, Modeling transport management and land use over time, Transportation Research Part B, 46, 687, 10.1016/j.trb.2012.01.010 Ma, 2013, On joint railway and housing development strategy, Transportation Research Part B, 57, 451, 10.1016/j.trb.2013.05.006 Mathur, 2013, Measuring the impact of sub-urban transit-oriented developments on single-family home values, Transportation Research Part A, 47, 42 McDonald, 1995, The effects of anticipated transportation improvements on residential land values, Regional Science and Urban Economics, 25, 261, 10.1016/0166-0462(94)02085-U McMillen, 2010, Issues in spatial data analysis, Journal of Regional Science, 50, 119, 10.1111/j.1467-9787.2009.00656.x McMillen, 2004, Reaction of house prices to a new rapid transit line: Chicago’s midway line, 1983–1999, Real Estate Economics, 32, 463, 10.1111/j.1080-8620.2004.00099.x Meyer, 1995, Workers’ compensation and injury duration: evidence from a natural experiment, The American Economic Review, 85, 322 Mohammad, S., Graham, D.J., Melo, P., Anderson, R., 2013. A meta-analysis of the impact of rail projects on land and property values. Transportation Research Part A 50, 158–170. Mokhtarian, 2008, Examining the impacts of residential self-selection on travel behavior: a focus on methodologies, Transportation Research Part B, 42, 204, 10.1016/j.trb.2007.07.006 Pace, 1998, Spatiotemporal autoregressive models of neighborhood effects, Journal of Real Estate Finance and Economics, 17, 15, 10.1023/A:1007799028599 Pan, 2008, Rail transit impacts on land use: evidence from Shanghai, China, Journal of the Transportation Research Board, 2048, 16, 10.3141/2048-03 Parent, 2010, A spatial dynamic panel model with random effects applied to commuting times, Transportation Research Part B, 44, 633, 10.1016/j.trb.2010.01.004 Peer, 2013, Door-to-door travel times in RP departure time choice models: an approximation method using GPS data, Transportation Research Part B, 58, 134, 10.1016/j.trb.2013.10.006 Rodriguez, 2009, Capitalization of BRT network expansions effects into prices of non-expansion areas, Transportation Research Part A, 43, 560 Rosen, 1974, Hedonic prices and implicit markets: product differentiation in pure competition, Journal of Political Economy, 82, 34, 10.1086/260169 Ryan, 2005, The value of access to highways and light rail transit: evidence for industrial and office firms, Urban Studies, 42, 751, 10.1080/00420980500060350 Small, 2012, Spatial hedonics and the willingness to pay for residential amenities, Journal of Regional Science, 52, 635, 10.1111/j.1467-9787.2012.00774.x Smith, 2009, Estimation bias in spatial models with strongly connected weight matrices, Geographical Analysis, 41, 307, 10.1111/j.1538-4632.2009.00758.x Smith, 2009, A spatio-temporal model of housing prices based on individual sales transactions over time, Journal of Geographical Systems, 11, 333, 10.1007/s10109-009-0085-9 Steele, 1997, Short holds, the distributions of first and second sales, and bias in the repeat-sales price index, Journal of Real Estate Finance and Economics, 14, 133, 10.1023/A:1007780219924 Steimetz, 2010, Spatial multipliers in hedonic analysis: a comment on spatial hedonic models of airport noise, proximity, and housing prices, Journal of Regional Science, 50, 995, 10.1111/j.1467-9787.2010.00679.x Tobler, W., 1970. A computer movie simulating urban growth in the Detroit region. Economic Geography 46, 234–240 (supplement: Proceedings. International Geographical Union. Commission on Quantitative Methods). Wardrip, K., 2011. Public Transit’s Impact on Housing Costs: A Review of the Literature. Tech. Rep., Insights from Housing Policy Research, Center for Housing Policy, 12 p. Weinberger, 2001, Light rail proximity: benefit or detriment? The case of Santa Clara county, California, Transportation Research Record: Journal of the Transportation Research Board, 1747, 104, 10.3141/1747-13 Wooldridge, J., 2000. Introductory Econometrics: A Modern Approach. South-Western College Publishing, Cincinnati. Yiu, 2005, The effects of expected transport improvement on housing prices, Urban Studies, 42, 113, 10.1080/0042098042000309720