Storage capacity of a dam with gamma type inputs
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Consider mutually independent inputsX1,...,Xn onn different occasions into a dam or storage facility. The total input isY=X1+...+Xn. This sum is a basic quantity in many types of stochastic process problems. The distribution ofY and other aspects connected withY are studied by different authors when the inputs are independently and identically distributed exponential or gamma random variables. In this article explicit exact expressions for the density ofY are given whenX1,...,Xn are independent gamma distributed variables with different parameters. The exact density is written as a finite sum, in terms of zonal polynomials and in terms of confluent hypergeometric functions. Approximations whenn is large and asymptotic results are also given.
Key words and phrasesRandom inputs storage capacity distribution of partial sums exact densities computable representation confluent hypergeometric function of many variables
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- Cox, D. R. and Miller, H. D. (1978).The Theory of Stochastic Processes, Chapman and Hall, London.Google Scholar