Problems in generalized linear model selection and predictive evaluation for binary outcomes

This manuscript consists of three papers which formulate novel generalized linear model methodologies. In Chapter 1, we introduce a variant of the traditional concordance statistic that is associated with logistic regression. This adjusted c − statistic as we call it utilizes the differences in pred...

Full description

Bibliographic Details
Main Author: Ten Eyck, Patrick
Other Authors: Cavanaugh, Joseph E.
Format: Others
Language:English
Published: University of Iowa 2015
Subjects:
Online Access:https://ir.uiowa.edu/etd/6003
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=7484&context=etd