Papers
Topics
Authors
Recent
2000 character limit reached

Rates of convergence in CLT and ASIP for sequences of expanding maps

Published 16 Jan 2024 in math.DS and math.PR | (2401.08802v1)

Abstract: We prove Berry-Esseen theorems and the almost sure invariance principle with rates for partial sums of the form $S_n=\sum_{j=0}{n-1}f_j\circ T_{j-1}\circ\cdots\circ T_1\circ T_0$ where $f_j$ are functions with uniformly bounded ``variation" and $T_j$ is a sequence of expanding maps. Using symbolic representations similar result follow for maps $T_j$ in a small $C1$ neighborhood of an Axiom A map and H\"older continuous functions $f_j$. All of our results are already new for a single map $T_j=T$ and a sequence of different functions $(f_j)$.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (15)
  1. V. Bakhtin Random processes generated by a hyperbolic sequence of mappings-I, Izvestiya Math. 44 (1995) 247–279.
  2. I. Berkes, W. Philipp Approximation theorems for independent and weakly dependent random vectors. Ann. Probab. 7 (1979) 29–54.
  3. A Spectral Approach for Quenched Limit Theorems for Random Expanding Dynamical Systems, Comm. Math. Phys. 360 (2018) 1121–1187.
  4. L. Dubois Projective metrics and contraction principles for complex cones, J. Lond. Math. Soc. 79 (2009) 719–737.
  5. L. Dubois An explicit Berry-Esseen bound for uniformly expanding maps on the interval, Israel J. Math. 186 (2011) 221–250.
  6. C.-G. Esseen, On the Liapounoff limit of error in the theory of probability. Ark. Math. 28 (1942) 1–19.
  7. C.-G. Esseen Fourier analysis of distribution functions. A mathematical study of the Laplace-Gaussian law, Acta Math. 77 (1945) 1–125.
  8. S. Gouëzel. Berry–Esseen theorem and local limit theorem for non uniformly expanding maps, Annales IHP Prob. & Stat. 41 (2005) 997–1024.
  9. M. Jirak Berry-Esseen theorems under weak dependence, Ann. Prob. 44 (2016) 2024–2063.
  10. M. Jirak A Berry–Esseen bound with (almost) sharp dependence conditions, Bernoulli 29 (2005) 1219–1245.
  11. P.-D. Liu, Random perturbations of Axiom A sets. Jour. Stat. Phys. 90 (1998) 467–490.
  12. S.V. Nagaev Some limit theorems for stationary Markov chains, Th. Prob. Appl. 2 (1957) 378–406.
  13. J. Rousseau-Egele.Un théoreme de la limite locale pour une classe de transformations dilatantes et monotones par morceaux, Ann. Prob. 11 (1983) 772–788.
  14. Y. Su Random Young towers and quenched limit laws, ETDS 43 (2023) 971–1003.
  15. R. Zweimüller Mixing limit theorems for ergodic transformations, J. Theor. Prob. 20 (2007) 1059–1071.
Citations (4)

Summary

Paper to Video (Beta)

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.

Authors (2)

Collections

Sign up for free to add this paper to one or more collections.

Tweets

Sign up for free to view the 1 tweet with 0 likes about this paper.