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Pardo Llorente, Julio Ángel and Pardo Llorente, Leandro and Pardo Llorente, María del Carmen (2006) Testing in logistic regression models based on phi-divergences measures. Journal of Statistical Planning and Inference, 136 (3). pp. 982-1006. ISSN 0378-3758
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Official URL: http://www.sciencedirect.com/science/article/pii/S0378375804003441
Abstract
In this paper, we consider inference based on very general divergence measures under assumptions of a logistic regression model. We use the minimum phi-divergence estimator in a phi-divergence statistic, which is the basis of some new statistics, for solving the classical problems of testing in a logistic regression model. A diagnostic analysis is developed based on the new estimators and test statistics.
Item Type: | Article |
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Uncontrolled Keywords: | Logistic regression model; phi-divergence measure; Goodness-of-fit tests; Model diagnostics |
Subjects: | Sciences > Mathematics > Mathematical statistics |
ID Code: | 17476 |
Deposited On: | 18 Dec 2012 09:26 |
Last Modified: | 12 Dec 2018 16:30 |
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