Please use this identifier to cite or link to this item: https://scholarbank.nus.edu.sg/handle/10635/105401
Title: Testing extra-binomial variations
Authors: Lu, W.-S. 
Keywords: Binomial deviance
Extra-binomial variation
Power
Quasi-likelihood
Score test
Issue Date: 1999
Citation: Lu, W.-S. (1999). Testing extra-binomial variations. Journal of Statistical Computation and Simulation 63 (1) : 93-103. ScholarBank@NUS Repository.
Abstract: Testing extra-binomial variations for proportion responses in a generalized linear regression is considered. With only the first two moments specified in the model, a unified quasi-score test that can be applied to more general alternatives is proposed. The test statistic is based on the binomial deviances and its null distribution can be approximated by a weighted sum of chi-square distributions. Simulation study shows that the quasi-score test is as powerful as the ordinary score test in some situations. Two data examples are illustrated.
Source Title: Journal of Statistical Computation and Simulation
URI: http://scholarbank.nus.edu.sg/handle/10635/105401
ISSN: 00949655
Appears in Collections:Staff Publications

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