A Primer on Nonparametric Methods and Their Application to Research in Human Capital and Economic Growth
A Primer on Nonparametric Methods and Their Application to Research in Human Capital and Economic Growth
This chapter outlines basic nonparametric techniques, looking at their specific applications in testing the human capital–growth relationship. The second section provides an overview of nonparametric econometric methods. The third section discusses a commonly used semiparametric model, the semiparametric partially linear (PLR) model. The fourth section describes the modeling of economic growth using the PLR model. It notes that a semiparametric PLR specification of the cross-country growth regression function is a particularly useful way of studying the contribution of human capital to economic growth from a nonlinear perspective.
Keywords: human capital–growth relationship, nonparametric techniques, PLR model, economic growth
Stanford Scholarship Online requires a subscription or purchase to access the full text of books within the service. Public users can however freely search the site and view the abstracts and keywords for each book and chapter.
Please, subscribe or login to access full text content.
If you think you should have access to this title, please contact your librarian.
To troubleshoot, please check our FAQs , and if you can't find the answer there, please contact us.