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  • Estimation of implicit prices in hedonic price models : flexible parametric versus additive nonparametric approach

    Creator:
    Bin, Okmyung
    Abstract:
    This thesis contains two essays that use state-of-the-art econometric methods to estimate the implicit prices of various housing and vehicle attributes in hedonic price analysis. The additive nonparametric regression proposed by Hastie and Tibshirani (1990) is applied to capture a series of nonlinearities relating prices to their attributes that cannot...
    Resource Type:
    Dissertation
    Full Text:
    . Abstract approved: Stephen Polasl* This thesis contains two essays that use state-of-the-art econometric

  • Smooth nonparametric conditional quantile profit function estimation

    Creator:
    Piskunov, Anton
    Abstract:
    Recently, in an attempt to produce robust production frontier estimators, Aragon et al. [2005, Nonparametric frontier estimation: a conditional quantile-based approach. Econometric Theory 21, 358-389] and Martins-Filho and Yao [2008, A smooth nonparametric conditional quantile frontier estimator. Journal of Econometrics 143, 317-333] considered the estimation of nonparametric α- frontier models...
    Resource Type:
    Masters Thesis
    Full Text:
    conditional quantile-based approach. Econometric Theory 21, 358-389] and Martins-Filho and Yao [2008, A