Article (Scientific journals)
Limit theorems for general functionals of Brownian local times
CAMPESE, Simon; LENGERT, Nicolas; PODOLSKIJ, Mark
2024In Electronic Journal of Probability, 29 (none)
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Keywords :
Brownian motion; local time; mixed normality; semimartingales; stable convergence; Statistics and Probability; Statistics, Probability and Uncertainty
Abstract :
[en] In this paper, we present the asymptotic theory for integrated functions of increments of Brownian local times in space. Specifically, we determine their first-order limit, along with the asymptotic distribution of the fluctuations. Our key result establishes that a standardized version of our statistic converges stably in law towards a mixed normal distribution. Our contribution builds upon a series of prior works by S. Campese, X. Chen, Y. Hu, W.V. Li, M.B. Markus, D. Nualart and J. Rosen [2, 3, 4, 5, 10, 13, 14], which delved into special cases of the considered problem. Notably, [3, 4, 5, 13, 14] explored quadratic and cubic cases, predominantly utilizing the method of moments technique, Malliavin calculus and Ray-Knight theorems to demonstrate asymptotic mixed normality. Meanwhile, [2] extended the theory to general polynomials under a non-standard centering by exploiting Perkins’ semimartingale representation of local time and the Kailath-Segall formula. In contrast to the methodologies employed in [3, 4, 5, 13], our approach relies on infill limit theory for semimartingales, as formulated in [6, 8]. Notably, we establish the limit theorem for general functions that satisfy mild smoothness and growth conditions. This extends the scope beyond the polynomial cases studied in previous works, providing a more comprehensive understanding of the asymptotic properties of the considered functionals.
Disciplines :
Mathematics
Author, co-author :
CAMPESE, Simon ;  University of Luxembourg > Faculty of Science, Technology and Medicine > Department of Mathematics > Team Ivan NOURDIN ; Department of Mathematics, Hamburg University of Technology, Germany
LENGERT, Nicolas ;  University of Luxembourg > Faculty of Science, Technology and Medicine > Department of Mathematics > Team Mark PODOLSKIJ
PODOLSKIJ, Mark  ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Mathematics (DMATH)
External co-authors :
yes
Language :
English
Title :
Limit theorems for general functionals of Brownian local times
Publication date :
2024
Journal title :
Electronic Journal of Probability
eISSN :
1083-6489
Publisher :
Institute of Mathematical Statistics
Volume :
29
Issue :
none
Peer reviewed :
Peer Reviewed verified by ORBi
Funding text :
Nicolas Lengert and Mark Podolskij gratefully acknowledge financial support of ERC Consolidator Grant 815703 STAMFORD: Statistical Methods for High Dimensional Diffusions.
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