Abstract:
Generalized linear models are usually adopted to model the discrete or nonnegative re-sponses.In this paper,empirical likelihood inference for fixed design generalized linear models with longitudinal data is investigated.Under some mild conditions,the consistency and asymptotic normal-ity of the maximum empirical likelihood estimator are established,and the asymptotic x2 distribution of the empirical log-likelihood ratio is also obtained.Compared with the existing results,the new con-ditions are more weak and easy to verify.Some simulations are presented to illustrate these asymptotic properties.
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系统科学与复杂性学报(英文版)
ISSN: 1009-6124
Year: 2023
Issue: 5
Volume: 36
Page: 2100-2124
2 . 1 0 0
JCR@2022
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 6
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