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José Alfredo López-Mimbela

Publications and source records attributed to José Alfredo López-Mimbela.

4 recordsLinked to original sources

Occupation-Time Fluctuations of an Age-Dependent Branching System Driven by Poisson Immigration

We study the occupation-time fluctuations of a critical age-dependent branching particle system with immigration in $\mathbb{R}^d$. Immigrants arrive according to a homogeneous Poisson random measure in space and time. Each particle moves independently according to a symmetric $α$-stable process and, at the end of its lifetime, either dies or splits into two offspring with equal probability. The lifetime distribution is allowed to have either finite mean or a heavy tail of index $γ\in(0,1]$. We investigate the asymptotic behavior of the centered occupation-time process under a suitable space-time scaling. Assuming $ α<d<(1+γ)α, $ we prove that the rescaled occupation-time fluctuations weakly converge as processes with values in the space of tempered distributions to a centered Gaussian process with an explicitly identified covariance structure. The normalization and the covariance depend on both the stability index $α$ and the tail exponent $γ$. The limiting process is self-similar, possesses long-range dependence, and is neither Markovian nor a semimartingale. In contrast with the corresponding age-dependent branching system without immigration, the contribution of the initial population vanishes in the limit, and the asymptotic fluctuations are entirely determined by the immigration mechanism. When $γ=1$, our results recover the covariance structure previously obtained for branching systems with immigration and finite-mean lifetimes. The proofs rely on the space-time random field approach, Fourier analytic techniques, and asymptotic properties of renewal functions associated with the lifetime distribution.

math.PR↗

Estimates for exponential functionals of continuous Gaussian processes with emphasis on fractional Brownian motion

Our aim in this article is to provide explicit computable estimates for the cumulative distribution function (c.d.f.) and the $p$-th order moment of the exponential functional of a fractional Brownian motion (fBM) with drift. Using elementary techniques, we prove general upper bounds for the c.d.f. of exponential functionals of continuous Gaussian processes. On the other hand, by applying classical results for extremes of Gaussian processes, we derive general lower bounds. We also find estimates for the $p$-th order moment and the moment-generating function of such functionals. As a consequence, we obtain explicit lower and upper bounds for the c.d.f. and the $p$-th order moment of the exponential functionals of a fBM, and of a series of independent fBMs. In addition, we show the continuity in law of the exponential functional of a fBM with respect to the Hurst parameter.

math.PR↗

Occupation time fluctuations of an age-dependent critical binary branching particle system

We study the limit fluctuations of the rescaled occupation time process of a branching particle system in $\mathbb{R}^d$, where the particles are subject to symmetric $α$-stable migration ($0<α\leq2$), critical binary branching, and general non-lattice lifetime distribution. We focus on two different regimes: lifetime distributions having finite expectation, and Pareto-type lifetime distributions, i.e. distributions belonging to the normal domain of attraction of a $γ$-stable law with $γ\in(0,1)$. In the latter case we show that, for dimensions $αγ<d<α(1+γ)$, the rescaled occupation time fluctuations converge weakly to a centered Gaussian process whose covariance function is explicitly calculated, and we call it {\em weighted sub-fractional Brownian motion.} Moreover, in the case of lifetimes with finite mean, we show that for $α<d<2α$ the fluctuation limit turns out to be the same as in the case of exponentially distributed lifetimes studied by Bojdecki et al. [7,8,9]. We also investigate the maximal parameter range allowing existence of the weighted sub-fractional Brownian motion and provide some of its fundamental properties, such as path continuity, long-range dependence, self-similarity and the lack of Markov property.

math.PR↗

Laws of Large Numbers for the Occupation Time of an Age-Dependent Critical Binary Branching System

The occupation time of an age-dependent branching particle system in $\Rd$ is considered, where the initial population is a Poisson random field and the particles are subject to symmetric $α$-stable migration, critical binary branching and random lifetimes. Two regimes of lifetime distributions are considered: lifetimes with finite mean and lifetimes belonging to the normal domain of attraction of a $γ$-stable law, $γ\in(0,1)$. It is shown that in dimensions $d>αγ$ for the heavy-tailed lifetimes case, and $d>α$ for finite mean lifetimes, the occupation time proccess satisfies a strong law of large numbers.

math.PR↗