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Una propuesta metodológica para estimar los cambios sobre el valor de la propiedad: estudio de caso para Bogotá aplicando propensity score matching y


  • Jorge Andrés Perdomo C.



Este estudio comparó los resultados obtenidos mediantes Propensity Score Matching (PSM, nombre y sigla en inglés) y un modelo de precios hedónico espaciales (PHE) para estimar elcambio en el valor de la propiedad en Bogotá, cuando un predio se encuentra ubicado cerca auna estación de TransMilenio (TM). Así, en 2008, las viviendas colindantes a una estación deTM en promedio obtienen un precio mayor entre $117.500 (PHE) y $115.403 (PSM) por metro cuadrado, cuando es contrastado con el valor por metro cuadrado de los predios alejados del área de influencia del sistema TM y que potencialmente hubiesen podido estar afectados directamente por el proyecto.

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  • Jorge Andrés Perdomo C., 2010. "Una propuesta metodológica para estimar los cambios sobre el valor de la propiedad: estudio de caso para Bogotá aplicando propensity score matching y," DOCUMENTOS CEDE 007608, UNIVERSIDAD DE LOS ANDES-CEDE.
  • Handle: RePEc:col:000089:007608

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    References listed on IDEAS

    1. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    2. Daniel P. McMillen & John F. McDonald, 2002. "Land Values In A Newly Zoned City," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 62-72, February.
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    More about this item


    evaluación de impacto; Propensity Score Matching; modelo de precio hedónicoespacial; cambio en el valor de la propiedad; TransMilenio.;

    JEL classification:

    • L92 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Railroads and Other Surface Transportation
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

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