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Menéndez Calleja, María Luisa and Pardo Llorente, Leandro and Pardo Llorente, María del Carmen
(2009)
*Preliminary phi-divergence test estimators for linear restrictions in a logistic regression model.*
Statistical Papers, 50
(2).
pp. 277-300.
ISSN 0932-5026

PDF
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Official URL: http://www.springerlink.com/content/bn315h370j752675/fulltext.pdf

## Abstract

The problem of estimation of the parameters in a logistic regression model is considered under multicollinearity situation when it is suspected that the parameter of the logistic regression model may be restricted to a subspace. We study the properties of the preliminary test based on the minimum phi-divergence estimator as well as in the phi-divergence test statistic. The minimum phi-divergence estimator is a natural extension of the maximum likelihood estimator and the phi-divergence test statistics is a family of the test statistics for testing the hypothesis that the regression coefficients may be restricted to a subspace.

Item Type: | Article |
---|---|

Uncontrolled Keywords: | Logistic regression model; Phi-divergence test statistics; Minimum phi-divergence estimator; General linear hypotheses; Preliminary phi-divergence test estimator |

Subjects: | Sciences > Mathematics > Mathematical statistics |

ID Code: | 17499 |

Deposited On: | 20 Dec 2012 09:43 |

Last Modified: | 26 Jul 2018 07:30 |

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