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Generating Functions in Statistics

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Generating Functions in Engineering and the Applied Sciences

Abstract

GFs are used in various branches of statistics like distribution theory, stochastic processes, etc. A one-to-one correspondence is established between the power series expansion of a GF in one or more auxiliary (dummy) variables, and the coefficients of a known sequence.

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References

  • Chattamvelli, R., & Shanmugam, R. (2020). Discrete distributions in engineering and the applied sciences. Springer.

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  • Johnson, N. L., Kotz, S., & Balakrishnan, N. (2005). Continuous univariate distributions (Vols. 1,2, 2nd ed.). New York: Wiley.

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  • Puri, P. S. (1966). Probability generating functions of absolute difference of two random variables. Proceedings of the National Academy of Sciences, 56(4), 1059–1061.

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Correspondence to Rajan Chattamvelli .

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Chattamvelli, R., Shanmugam, R. (2023). Generating Functions in Statistics. In: Generating Functions in Engineering and the Applied Sciences. Synthesis Lectures on Engineering, Science, and Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-21143-0_3

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