Statistical Model Selection Criteria and Bayesianism

2001 ◽  
Vol 68 (S3) ◽  
pp. S141-S152 ◽  
Author(s):  
I. A. Kieseppä
Keyword(s):  
Model Selection ◽  
Statistical Model ◽  
Selection Criteria ◽  
Model Selection Criteria ◽  
Statistical Model Selection

scholarly journals Generalized Measures of Divergence in Survival Analysis and Reliability

2010 ◽  
Vol 47 (1) ◽  
pp. 216-234 ◽  
Author(s):  
Filia Vonta ◽  
Alex Karagrigoriou
Keyword(s):  
Survival Analysis ◽  
Model Selection ◽  
Mutual Information ◽  
Selection Criteria ◽  
Cox Model ◽  
Transformation Model ◽  
Model Selection Criteria ◽  
Divergence Measures

Measures of divergence or discrepancy are used either to measure mutual information concerning two variables or to construct model selection criteria. In this paper we focus on divergence measures that are based on a class of measures known as Csiszár's divergence measures. In particular, we propose a measure of divergence between residual lives of two items that have both survived up to some time t as well as a measure of divergence between past lives, both based on Csiszár's class of measures. Furthermore, we derive properties of these measures and provide examples based on the Cox model and frailty or transformation model.

scholarly journals Statistical Model Selection for TID Hardness Assurance

2009 ◽  
Vol 56 (6) ◽  
pp. 3354-3360 ◽  
Author(s):  
R. Ladbury ◽  
J. L. Gorelick ◽  
S. S. McClure
Keyword(s):  
Model Selection ◽  
Statistical Model ◽  
Statistical Model Selection ◽  
Selection For
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