Convergence of Probability Measures. By P. Billingsley. Chichester, Sussex, Wiley, 1968. xii, 253 p. 9 1/4“. 117s.

Convergence of Probability Measures

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Table Of Integrals Series And Products

Fractional Differential Equations

Stable non-Gaussian random processes , by G. Samorodnitsky and M. S. Taqqu. Pp. 632. £49.50. 1994. ISBN 0-412-05171-0 (Chapman and Hall).

Preface to the revised edition Remarks on notation 1. Basic examples 2. Characterization and existence 3. Stable processes and their extensions 4. The Levy-Ito decomposition of sample functions 5. Distributional properties of Levy processes 6. Subordination and density transformation 7. Recurrence and transience 8. Potential theory for Levy processes 9. Wiener-Hopf factorizations 10. More distributional properties Supplement Solutions to exercises References and author index Subject index.

Lévy processes and infinitely divisible distributions

We consider some fractional extensions of the recursive differential equation governing the Poisson process, by introducing combinations of different fractional time-derivatives. We show that the so-called "Generalized Mittag-Leffler functions" (introduced by Prabhakar [20]) arise as solutions of these equations. The corresponding processes are proved to be renewal, with density of the intearrival times (represented by Mittag-Leffler functions) possessing power, instead of exponential, decay, for t tending to infinite. On the other hand, near the origin the behavior of the law of the interarrival times drastically changes for the parameter fractional parameter varying in the interval (0,1). For integer values of the parameter, these models can be viewed as a higher-order Poisson processes, connected with the standard case by simple and explict relationships.

Poisson-type processes governed by fractional and higher-order recursive differential equations

The telegrapher's process with drift is here examined and its distribution is 
obtained by applying the Lorentz transformation. The related characteristic function as well as the distribution are also derived by solving an initial 
value problem for the generalized telegraph equation.

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Probabilistic analysis of the telegrapher's process with drift by means of relativistic transformations

We consider a fractional version of the classical nonlinear birth process of which the Yule–Furry model is a particular case. Fractionality is obtained by replacing the first order time derivative in the difference-differential equations which govern the probability law of the process with the Dzherbashyan–Caputo fractional derivative. We derive the probability distribution of the number $\mathcal{N}_{\nu}(t)$ of individuals at an arbitrary time $t$. We also present an interesting representation for the number of individuals at time $t$, in the form of the subordination relation $\mathcal{N}_{\nu}(t)=\mathcal{N}(T_{2\nu}(t))$, where $\mathcal{N}(t)$ is the classical generalized birth process and $T_{2ν}(t)$ is a random time whose distribution is related to the fractional diffusion equation. The fractional linear birth process is examined in detail in Section 3 and various forms of its distribution are given and discussed.

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Fractional pure birth processes

We consider compositions of stochastic processes that are governed by higherorder partial differential equations. The processes studied include compositions of Brownian motions, stable-like processes with Brownian time, Brownian motion whose time is an integrated telegraph process, and an iterated integrated telegraph process. The governing higher-order equations that are obtained are shown to be either of the usual parabolic type or, as in the last example, of hyperbolic type.

Composition of Stochastic Processes Governed by Higher-Order Parabolic and Hyperbolic Equations

We obtain the explicit distributions of motions governed by the telegraph equation (without drift) when a reflecting and an absorbing barrier is assumed. Special attention is devoted to the analysis of reflecting and absorbing motions when the initial velocities are fixed. As a by-product of our investigation we obtain the first-passage time distributions which are shown to converge to the corresponding distribution of Brownian motion.

Enzo Orsingher

Papers

Poisson-type processes governed by fractional and higher-order recursive differential equations

Probabilistic analysis of the telegrapher's process with drift by means of relativistic transformations

Fractional pure birth processes

Composition of Stochastic Processes Governed by Higher-Order Parabolic and Hyperbolic Equations

Motions with reflecting and absorbing barriers driven by the telegraph equation