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Pardo Llorente, Julio Ángel and Pardo Llorente, María del Carmen (2009) Selecting and checking a binomial response generalized linear model using phi-divergences. Journal of Statistical Planning and Inference, 139 (9). pp. 3038-3049. ISSN 0378-3758
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Official URL: http://www.sciencedirect.com/science/article/pii/S0378375809000378
Abstract
This work introduces specific tools based on phi-divergences to select and check generalized linear models with binary data. A backward selection criterion that helps to reduce the number of explanatory variables is considered. Diagnostic methods based on divergence measures such as a new measure to detect leverage points and two indicators to detect influential points are introduced. As an illustration, the diagnostics are applied to human psychology data.
Item Type: | Article |
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Uncontrolled Keywords: | Generalized linear model; Binary data; -Divergence; Backward procedure; Diagnostics |
Subjects: | Sciences > Mathematics > Mathematical statistics |
ID Code: | 17316 |
Deposited On: | 05 Dec 2012 09:36 |
Last Modified: | 12 Dec 2018 16:35 |
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