We use a quantile regression (QR) approach to analyse contingent valuation estimates of public willingness to pay (WTP) for
the air and noise pollution reductions associated with the introduction of hydrogen buses in London. QR results show that
variables that were not significant in interval regression or ordinary least squares regression become significant at certain
quantiles along the WTP distribution. In addition, the determinants of WTP at the lower tail of the distribution differ from
those at the higher end of the distribution. Our findings illustrate the usefulness of quantile regression methods for analysing
contingent valuation data, enhancing our understanding of the determinants of willingness to pay. 相似文献
Deposit insurers are particularly concerned about high-cost failures. When the factors driving such failures differ systematically
from the determinants of low- and moderate-cost failures, a new estimation technique is required. Using a sample of more than
1,000 bank failures in the U.S. between 1984 and 2003, I present a quantile regression approach that illustrates the sensitivity
of the dollar value of losses in different quantiles to my explanatory variables. These findings suggest that reliance on
standard econometric techniques results in misleading inferences, and that losses are not homogeneously driven by the same
factors across the quantiles. I also find that liability composition affects time to failure.
This article studies the differentials in body mass index (BMI) across the distribution of Indonesian people in urban and rural regions, using the latest wave of the Indonesia Family Life Survey. Besides the mean difference decomposition, this study implements a quantile decomposition analysis and decomposes the differentials between rural and urban populations at various quantile points of the distributions. This study offers new evidence of the substantial heterogeneity of their determinants and their impacts across the distribution, which has been overlooked in the literature. Physical activities explain the distributional differentials across the distribution for men and women, and their relative contribution sizes are larger at the higher quantiles. The significance of the structural effect of food expenditure and choices is observed at the middle and higher quantile points of the female distribution. This article shows the importance of analysing distributional differences by elucidating the heterogeneity of the effects of determinants. 相似文献
In this paper we study both market risks and nonmarket risks, without complete markets assumption, and discuss methods of measurement of these risks. We present and justify a set of four desirable properties for measures of risk, and call the measures satisfying these properties "coherent." We examine the measures of risk provided and the related actions required by SPAN, by the SEC/NASD rules, and by quantile-based methods. We demonstrate the universality of scenario-based methods for providing coherent measures. We offer suggestions concerning the SEC method. We also suggest a method to repair the failure of subadditivity of quantile-based methods. 相似文献
The impacts of population growth and agglomeration development on urbanization are complex. They cannot be effectively disentangled by simple fixed-effect regression analyses. This study introduces the land use intensity (LUI) metric to measure urbanization, and further applies quantile and threshold regression models to examine the impacts of population (POP) and agglomeration development (AGD) on land use intensity using a sample of 297 Chinese cities. The results reveal the heterogeneous effects that POP and AGD have on LUI. Variation is also observed in the effects of POP and AGD on LUI by POP/AGD intervals. As POP increases, its pressure on LUI increases. In contrast, the accumulative effects of development are beneficial in restraining overdevelopment of land resources within a specific range. The findings suggest that understanding complex human and development effects provides valuable insights, references, and implications for urban development and land use policies, which can guide cities with greater potential land development space in reducing the risk of unsustainable urbanization. Policies are recommended for ecological construction, city grouping, and sustainable land use. 相似文献