An exponentiated Weibull-geometric distribution is defined and studied. A new count data regression model, based on the exponentiated Weibull-geometric distribution, is also defined. The regression model can be applied to fit an under- dispersed or an over-dispersed count data. The exponentiated Weibull-geometric regression model is fitted to two numerical data sets. The new model provided a better fit than the fit from its competitors. Keywords:
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Famoye, F. (2021). Exponentiated Weibull-geometric distribution and its application to count data. Journal of Data Science, 17(4), 712–725. https://doi.org/10.6339/jds.201910_17(4).0005