On Characterization of the Exponential Distribution Via Hypoexponential Distributions

Journal of Statistical Theory and Practice(2023)

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Abstract
The sum of independent, but not necessary identically distributed, exponential random variables follows a hypoexponential distribution. We focus on a particular case when all but one rate parameters of the exponential variables are identical. This is known as exponentially modified Erlang distribution in molecular biology. We prove a characterization of the exponential distribution, which complements previous characterizations via hypoexponential distribution with all rates different from each other.
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Key words
Characterizations,Exponential distribution,Hypoexponential distribution,Exponentially modified Erlang distribution
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