On discrete time Prabhakar-generalized fractional Poisson processes and related stochastic dynamics
نویسندگان
چکیده
Recently the so-called Prabhakar generalization of fractional Poisson counting process attracted much interest for his flexibility to adapt real world situations. In this renewal waiting times between events are IID continuous random variables. present paper we analyze discrete-time counterparts: Renewal processes with integer interarrival which converge in well-scaled continuous-time limits Prabhakar-generalized process. These exhibit non-Markovian features and long-time memory effects. We recover special choices parameters versions classical cases, such as Bernoulli standard approximations process, respectively. derive difference equations generalized type that govern these discrete time-processes where known evolution recovered. also develop Montroll–Weiss fashion “Prabhakar Discrete-time walk (DTRW)” a on graph time-changed version Kolmogorov–Feller governing resulting stochastic motion. Prabhakar-discrete-time open promising field capturing several aspects dynamics complex systems.
منابع مشابه
Discrete Time Stochastic Processes
4 Martingales 35 4.1 Examples . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 4.2 Doob Decomposition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 4.3 Optional Sampling Theorem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 4.4 Inequalities and Convergence . . . . . . . . . . . ...
متن کاملFractional Poisson Processes and Related Planar Random Motions
We present three different fractional versions of the Poisson process and some related results concerning the distribution of order statistics and the compound Poisson process. The main version is constructed by considering the difference-differential equation governing the distribution of the standard Poisson process, N(t), t > 0, and by replacing the time-derivative with the fractional Dzerba...
متن کاملGeneralized fractional Lévy processes with fractional Brownian motion limit and applications to stochastic volatility models
Fractional Lévy processes generalize fractional Brownian motion in a natural way. We go a step further and extend the usual fractional Riemann-Liouville kernels to the more general class of regularly varying functions with the corresponding fractional integration parameter. The resulting stochastic processes are called generalized fractional Lévy processes (GFLP). Moreover, we define stochastic...
متن کاملParameter Estimation for Fractional Poisson Processes
The paper proposes a formal estimation procedure for parameters of the fractional Poisson process (fPp). Such procedures are needed to make the fPp model usable in applied situations. The basic idea of fPp, motivated by experimental data with long memory is to make the standard Poisson model more flexible by permitting nonexponential, heavy-tailed distributions of interarrival times and differe...
متن کاملFractional Processes: from Poisson to Branching One
Fractional generalizations of the Poisson process and branching Furry process are considered. The link between characteristics of the processes, fractional differential equations and Lèvy stable densities are discussed and used for construction of the Monte Carlo algorithm for simulation of random waiting times in fractional processes. Numerical calculations are performed and limit distribution...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Physica D: Nonlinear Phenomena
سال: 2021
ISSN: ['1872-8022', '0167-2789']
DOI: https://doi.org/10.1016/j.physa.2020.125541