Summary
Starting from the expected value of a certain transformation of the Poisson random variable, a new family of discrete distributions is proposed. Special attention is given to particular members of the family. In this way a discrete distribution is obtained, named “simple meta-Poisson,” whose unique parameter is the quadratic mean. The potential usefulness of the simple meta-Poisson distribution is confirmed by its fit compared with the fits of various two-parameters distributions.
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References
Bardwell, G. E. and Crow, E. L. (1964). A two parameter family of hyper-Poisson distributions. Journal of the American Statistical Association, 59, 133–141.
Bhattacharya, S. K. (1966). Confluent hyper-geometric distributions of discrete and continuous type with application to accident proneness. Calcutta Statistical Association Bulletin, 15, 20–51.
Dzhaparidze, K. U. and Nikulin, M. S. (1974). On a modification of the standard statistics of Pearson. Theory of Probability and its Applications, 19, 851–853.
Cocchi, D. (1980). A reliability model with finite domain and an application to the analysis of residual platelet survival Statistica, 40, 1, 69–92.
Ferreri, C. (1968). Di alcune ricerche su un nuovo schema metodologico per l’analisi delle distribuzioni statistiche di frequenza. Ingrana, Palermo.
Ferreri, C. (1977a). On a class of frequency distributions. Statistica, 37, 2, 121–143.
Ferreri, C. (1977b). Properties and statistical uses of the Poisson expected value function Fc,k(α,θ). Statistica, 37, 3, 285–307.
Johnson, N. L. and Kotz, S. (1969). Distributions in Statistics: Discrete Distributions. Houghton Mifflin, Boston.
Neyman, J. (1939). On a new class of “contagious” distributions, applicable in entomology and bacteriology. Annals of Mathematical Statistics, 10, 35–57.
Ord, J. K. (1972). Families of Frequency Distributions. Griffin, London.
Patil, G. P. (1962). Certain properties of the generalized power series distributions. Annals of the Institute of Statistical Mathematics, 14, 179–182.
Staff, D. J. (1967). The displaced Poisson distribution. Journal of the American Statistical Association, 62, 643–654.
“Student“ (1907). On the error of counting with a haemacytometer. Biometrika, 5, 351–360.
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© 1981 D. Reidel Publishing Company
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Ferreri, C. (1981). On a New Family of Discrete Distributions. In: Taillie, C., Patil, G.P., Baldessari, B.A. (eds) Statistical Distributions in Scientific Work. NATO Advanced Study Institutes Series, vol 79. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-8549-0_13
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DOI: https://doi.org/10.1007/978-94-009-8549-0_13
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