Model Robust Regression Based on Generalized Estimating Equations

Model Robust Regression Based on Generalized Estimating Equations

One form of model robust regression (MRR) predicts mean response as a convex combination of a parametric and a nonparametric prediction. MRR is a semiparametric method by which an incompletely or an incorrectly specified parametric model can be improved through adding an appropriate amount of a n...

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Bibliographic Details
Main Author: Clark, Seth K.
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2014
Subjects:
Local Model
Nonparametric Regression
Semiparametric
Model Misspecification
Online Access:http://hdl.handle.net/10919/26588
http://scholar.lib.vt.edu/theses/available/etd-04022002-161238/

Internet

http://hdl.handle.net/10919/26588
http://scholar.lib.vt.edu/theses/available/etd-04022002-161238/

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