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Splice plots for generalized linear models.

Authors :
Nelson, David
Noorbaloochi, Siamak
Source :
Communications in Statistics: Theory & Methods; 2016, Vol. 45 Issue 12, p3524-3540, 17p
Publication Year :
2016

Abstract

We develop splice plots as a diagnostic tool for parametric generalized linear models. Splice plots use the independence of the outcome and explanatory measures given the regression function. Plotting differences between the estimated parametric regression function and non-parametric estimates of the regression function computed in small neighborhoods of the fitted values from the parametric model can be used to assess model fit. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
45
Issue :
12
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
116268455
Full Text :
https://doi.org/10.1080/03610926.2014.895842