The Laplace-transform criterion for Lm(s)=1/(mses+1)L_m(s)=1/(mse^s+1)

For m0m\ge 0, define

Lm(s)=1mses+1.L_m(s)=\frac{1}{mse^s+1}.

A Laplace transform of a random variable is understood in the usual probabilistic sense.

Laplace-transform criterion. The function LmL_m is the Laplace transform of some random variable if and only if m=0m=0, corresponding to a trivial random variable, or mem\ge e.

For mem\ge e, the associated inverse transform is known to give a probability density, while the conjectured extension to all m0m\ge0 is false because complete monotonicity fails for sufficiently small positive mm. The supplied text gives no resolution of the sharper if-and-only-if claim.

Sources & referencesView supporting material

Primary source

George Kesidis, Takis Konstantopoulos and Michael A. Zazanis, “Age of information without service preemption”, arXiv:2104.08050 (2021).

Additional references

2 papers in this index state this conjecture (2018–2021). The statement above is taken from the most recent of them; the others are arXiv:1802.00116.

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