Abstract
We study the asymptotic distribution of the partial maximum of observable random variables evaluated along the orbits of some particular dynamical systems. Moreover, we show the link between Extreme Value Theory and Hitting Time Statistics for discrete time non-uniformly hyperbolic dynamical systems. This relation allows to study Hitting Time Statistics with tools from Extreme Value Theory, and vice versa.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Benedicks, M., Carleson, L.: On iterations of 1 − ax 2 on ( − 1, 1). Ann. Math. 122, 1–25 (1985)
Bruin, H., Saussol, B., Troubetzkoy, S., Vaienti, S.: Return time statistics via inducing. Ergod. Theory Dyn. Syst. 23, 991–1013 (2003)
Bruin, H., Todd, M.: Return time statistics for invariant measures for interval maps with positive Lyapunov exponent. Stoch. Dyn. (to appear)
Bruin, S., Vaienti, S.: Return time statistics for unimodal maps. Fund. Math. 176, 77–94 (2003)
Collet, P.: Some ergodic properties of maps of the interval. Dynamical Systems (Temuco, 1991/1992), (Travaux en cours, 52), pp. 55–91. Herman, Paris (1996)
Collet, P.: Statistics of closest return for some non-uniformly hyperbolic systems. Ergod. Theory Dyn. Syst. 21, 401–420 (2001)
Freitas, A.C.M., Freitas, J.M.: Extreme values for Benedicks Carleson maps. Ergod. Theory Dyn. Syst. 28, 1117–1133 (2008)
Freitas, A.C.M., Freitas, J.M.: On the link between dependence and independence in Extreme Value Theory for Dynamical Systems. Stat. Probab. Lett. 78, 1088–1093 (2008)
Freitas, A.C.M., Freitas, J.M., Todd, M.: Hitting Time Statistics and Extreme Value Theory. arXiv:0804.2887
Haydn, N., Lacroix, Y., Vaienti, S.: Hitting and return times in ergodic dynamical systems. Ann. Probab. 33, 2043–2050 (2005)
Hirata, M.: Poisson law for Axiom A diffeomorphisms. Ergod. Theory Dyn. Syst. 13, 533–556 (1993)
Hirata, M., Saussol, B., Vaienti, S.: Statistics of return times: a general framework and new applications. Comm. Math. Phys. 206, 33–55 (1999)
Holland, M., Nicol, M., Torok, A.: Extreme value distributions for non-uniformly hyperbolic dynamical systems. Preprint (http://www.math.uh.edu/ ∼ nicol/papers.html)
Lindgren, G., Leadbetter, M.R., Rootzén, H.: Extremes and related properties of random sequences and processes. Springer Series in Statistics. Springer, New York, Berlin (1983)
Pitskel, B.: Poisson limit law for Markov chains. Ergod. Theory Dyn. Syst. 11, 501–513 (1991)
Rychlik, M.: Bounded variation and invariant measures. Studia Math. 76, 69–80 (1983)
Acknowledgements
MT is supported by FCT grant SFRH/BPD/26521/2006. All three authors are supported by FCT through CMUP.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Freitas, A.C.M., Freitas, J.M., Todd, M. (2011). Statistical Properties of the Maximum for Non-Uniformly Hyperbolic Dynamics. In: Peixoto, M., Pinto, A., Rand, D. (eds) Dynamics, Games and Science I. Springer Proceedings in Mathematics, vol 1. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11456-4_24
Download citation
DOI: https://doi.org/10.1007/978-3-642-11456-4_24
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-11455-7
Online ISBN: 978-3-642-11456-4
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)