Quantile Regression for Spatial Data

• Main Author: McMillen, Daniel P. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: SpringerBriefs in Regional Science,
• Subjects: Regional economics.; Spatial economics.; Economics.; Regional/Spatial Science.

Quantile regression analysis differs from more conventional regression models in its emphasis on distributions. Whereas standard regression procedures show how the expected value of the dependent variable responds to a change in an explanatory variable, quantile regressions imply predicted changes f...

Table of Contents:

• 1 Quantile Regression: An Overview. 2 Linear and Nonparametric Quantile Regression
• 3 A Quantile Regression Analysis of Assessment Regressivity.-4 Quantile Version of the Spatial AR Model
• 5 . Conditionally Parametric Quantile Regression.- 6 Guide to Further Reading
• References.