Exploratory data analysis for counts using the empirical probability generating function 1 |
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Authors: | Miguel Nakamura Victor Pérez-Abreu |
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Institution: | Centro de Investigation en Matematicas , Guanajuato, Gto, 36000, MexicoApartado Postal 402 |
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Abstract: | We present a graphical method based on the empirical probability generating function for preliminary statistical analysis of distributions for counts. The method is especially useful in fitting a Poisson model, or for identifying alternative models as well as possible outlying observations from general discrete distributions. |
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Keywords: | Graphical method distribution for counts exploratory data analysis |
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