Abstract
Many years ago, Griego, Heath and Ruiz-Moncayo proved that it is possible to define realizations of a sequence of uniform transport processes that converges almost surely to the standard Brownian motion, uniformly on the unit time interval. In this paper we extend their results to the multi parameter case. We begin constructing a family of processes, starting from a set of independent standard Poisson processes, that has realizations that converge almost surely to the Brownian sheet, uniformly on the unit square. At the end the extension to the d-parameter Wiener processes is presented.
Similar content being viewed by others
References
Bardina, X., Binotto, G., Rovira, C.: The complex Brownian motion as a strong limit of processes constructed from a Poisson process. J. Math. Anal. Appl. 444(1), 700–720 (2016)
Bardina, X., Jolis, M.: Weak approximation of the Brownian sheet from a Poisson process in the plane. Bernoulli 6(4), 653–665 (2000)
Bardina, X., Jolis, M., Rovira, C.: Weak approximation of the Wiener process from a Poisson process: the multidimensional parameter set case. Stat. Probab. Lett. 50(3), 245–255 (2000)
Bass, R.F., Pyke, R.: Functional law of the iterated logarithm and uniform central limit theorem for partial-sum processes indexed by sets. Ann. Probab. 12(1), 13–34 (1984)
Csörgo, M., Horváth, L.: Rate of convergence of transport processes with an application to stochastic differential equations. Probab. Theory Relat. Fields 78(3), 379–387 (1988)
Garzón, J., Gorostiza, L.G., León, J.A.: A strong uniform approximation of fractional Brownian motion by means of transport processes. Stoch. Process. Appl. 119(10), 3435–3452 (2009)
Garzón, J., Gorostiza, L.G., León, J.A.: A strong approximation of subfractional Brownian motion by means of transport processes. In: Malliavin Calculus and Stochastic Analysis, pp. 335–360, Springer Proceedings in Mathematics and Statistics, vol. 34. Springer, New York (2013)
Garzón, J., Gorostiza, L.G., León, J.A.: Approximations of fractional stochastic differential equations by means of transport processes. Commun. Stoch. Anal. 5(3), 433–456 (2011)
Gorostiza, L.G., Griego, R.J.: Strong approximation of diffusion processes by transport processes. J. Math. Kyoto Univ. 19(1), 91–103 (1979)
Gorostiza, L.G., Griego, R.J.: Rate of convergence of uniform transport processes to Brownian motion and application to stochastic integrals. Stochastics 3, 291–303 (1980)
Griego, R.J., Heath, D., Ruiz-Moncayo, A.: Almost sure convergence of uniform trasport processes to Brownian motion. Ann. Math. Stat. 42(3), 1129–1131 (1971)
Pinsky, M.: Differential equations with a small parameter and the central limit theorem for functions defined on a finite Markov chain. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete 9, 101–111 (1968)
Skorokhod, A.V.: Study in the Theory of Random Processes. Addison-Wesley, Reading (1965)
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
X. Bardina and C. Rovira are supported by the grant PGC2018-097848-B-I00 from Ministerio de Ciencia, Innovación y Universidades.
Rights and permissions
About this article
Cite this article
Bardina, X., Ferrante, M. & Rovira, C. Strong approximations of Brownian sheet by uniform transport processes. Collect. Math. 71, 319–329 (2020). https://doi.org/10.1007/s13348-019-00263-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13348-019-00263-4