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Score tests for both extra zeros and extra ones in binomial mixed regression models. (English) Zbl 1332.62251
Summary: In this article, the zero-one inflated binomial mixed regression is proposed to model proportional data with large frequencies of both zeros and binomial denominators. Score tests for assessing both extra zeros and extra binomial denominators in proportional data are developed. The empirical levels and empirical powers of the score test statistics are evaluated using a simulation study. Finally, the application of the proposed model is illustrated on the whitefly data.

MSC:
62J12 Generalized linear models (logistic models)
62F03 Parametric hypothesis testing
62P12 Applications of statistics to environmental and related topics
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