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• W2945686883 abstract "In this article, we introduce an extended binomial AR(1) model based on the generalized binomial thinning operator. This operator relaxes the independence assumption of the binomial thinning operator and contains dependent Bernoulli counting series. The new model contains the binomial AR(1) model as a particular case. Some probabilistic and statistical properties are explored. Estimators of the model parameters are derived by conditional maximum likelihood (CML), conditional least squares (CLS) and weighted conditional least squares (WCLS) methods. Some asymptotic properties and numerical results of the estimators are studied. The good performance of the new model is illustrated, among other competitive models in the literature, by an application to the monthly drunken driving counts." @default.
• W2945686883 created "2019-05-29" @default.
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• W2945686883 date "2019-05-25" @default.
• W2945686883 modified "2023-10-18" @default.
• W2945686883 title "Extended binomial AR(1) processes with generalized binomial thinning operator" @default.
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• W2945686883 doi "https://doi.org/10.1080/03610926.2019.1589519" @default.
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