HATLINK: a link between least squares regression and nonparametric curve estimation

For both least squares and nonparametric kernel regression, prediction at a given regressor location is obtained as a weighted average of the observed responses. For least squares, the weights used in this average are a direct consequence of the form of the parametric model prescribed by the user. I...

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Bibliographic Details
Main Author: Einsporn, Richard L.
Other Authors: Statistics
Format: Others
Language:en_US
Published: Virginia Polytechnic Institute and State University 2017
Subjects:
Online Access:http://hdl.handle.net/10919/77794