Semiparametric Methods for the Generalized Linear Model

The generalized linear model (GLM) is a popular model in many research areas. In the GLM, each outcome of the dependent variable is assumed to be generated from a particular distribution function in the exponential family. The mean of the distribution depends on the independent variables. The link f...

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Bibliographic Details
Main Author: Chen, Jinsong
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/28012
http://scholar.lib.vt.edu/theses/available/etd-06102010-133130/