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Extreme Value Laws in Dynamical Systems for Non-smooth Observations

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Abstract

We prove the equivalence between the existence of a non-trivial hitting time statistics law and Extreme Value Laws in the case of dynamical systems with measures which are not absolutely continuous with respect to Lebesgue. This is a counterpart to the result of the authors in the absolutely continuous case. Moreover, we prove an equivalent result for returns to dynamically defined cylinders. This allows us to show that we have Extreme Value Laws for various dynamical systems with equilibrium states with good mixing properties. In order to achieve these goals we tailor our observables to the form of the measure at hand.

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References

  1. Abadi, M., Galves, A.: Inequalities for the occurrence times of rare events in mixing processes. The state of the art. Markov Process. Relat. Fields 7(1), 97–112 (2001)

    MATH  MathSciNet  Google Scholar 

  2. Abadi, M., Saussol, B.: Hitting and returning into rare events for all alpha-mixing processes. Stoch. Process. Appl. (2010, to appear). Preprint arXiv:1003.4856v1

  3. Bruin, H., Saussol, B., Troubetzkoy, S., Vaienti, S.: Return time statistics via inducing. Ergod. Theory Dyn. Syst. 23(4), 991–1013 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  4. Bruin, H., Todd, M.: Return time statistics of invariant measures for interval maps with positive Lyapunov exponent. Stoch. Dyn. 9(1), 81–100 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  5. Bruin, H., Vaienti, S.: Return time statistics for unimodal maps. Fund. Math. 176(1), 77–94 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  6. Coelho, Z.: Asymptotic laws for symbolic dynamical systems. In: Topics in Symbolic Dynamics and Applications, Temuco, 1997. London Math. Soc. Lecture Note Ser., vol. 279, pp. 123–165. Cambridge Univ. Press, Cambridge (2000)

    Google Scholar 

  7. Coelho, Z., de Faria, E.: Limit laws of entrance times for homeomorphisms of the circle. Isr. J. Math. 93, 93–112 (1996)

    Article  MATH  Google Scholar 

  8. Collet, P.: Statistics of closest return for some non-uniformly hyperbolic systems. Ergod. Theory Dyn. Syst. 21(2), 401–420 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  9. Denker, M., Philipp, W.: Approximation by Brownian motion for Gibbs measures and flows under a function. Ergod. Theory Dyn. Syst. 4(4), 541–552 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  10. Freitas, A.C.M.: Statistics of the maximum for the tent map. Chaos Solitons Fractals 42(1), 604–608 (2009)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  11. Freitas, A.C.M., Freitas, J.M.: Extreme values for Benedicks-Carleson quadratic maps. Ergod. Theory Dyn. Syst. 28(4), 1117–1133 (2008)

    MATH  MathSciNet  Google Scholar 

  12. 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(9), 1088–1093 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  13. Freitas, A.C.M., Freitas, J.M., Todd, M.: Hitting time statistics and extreme value theory. Probab. Theory Relat. Fields 147(3), 675–710 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  14. Gupta, M., Holland, M., Nicol, M.: Extreme value theory for Sinai dispersing billiards, Lozi maps and Lorenz like maps. Ergod. Theory Dyn. Syst. (2010, to appear)

  15. Haiman, G.: Extreme values of the tent map process. Stat. Probab. Lett. 65(4), 451–456 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  16. Haydn, N., Lacroix, Y., Vaienti, S.: Hitting and return times in ergodic dynamical systems. Ann. Probab. 33(5), 2043–2050 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  17. Hénon, M.: A two-dimensional mapping with a strange attractor. Commun. Math. Phys. 50(1), 69–77 (1976)

    Article  MATH  ADS  Google Scholar 

  18. Hirata, M.: Poisson law for Axiom A diffeomorphisms. Ergod. Theory Dyn. Syst. 13(3), 533–556 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  19. Hirata, M., Saussol, B., Vaienti, S.: Statistics of return times: a general framework and new applications. Commun. Math. Phys. 206(1), 33–55 (1999)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  20. Holland, M., Nicol, M., Torok, A.: Extreme value distributions for non-uniformly expanding systems. Trans. Am. Math. Soc. (2010, to appear)

  21. Iommi, G., Todd, M.: Natural equilibrium states for multimodal maps. Commun. Math. Phys. 300, 65–94 (2010)

    Article  MATH  ADS  MathSciNet  Google Scholar 

  22. Leadbetter, M.R., Lindgren, G., Rootzén, H.: Extremes and Related Properties of Random Sequences and Processes. Springer Series in Statistics. Springer, New York (1983)

    Book  MATH  Google Scholar 

  23. Lozi, R.: Un attracteur etrange du type attracteur de Hénon. J. Phys. (Paris) 39(Coll. C5), 9–10 (1978)

    Google Scholar 

  24. Pitskel, B.: Poisson limit law for Markov chains. Ergod. Theory Dyn. Syst. 11(3), 501–513 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  25. Saussol, B.: An introduction to quantitative Poincaré recurrence in dynamical systems. Rev. Math. Phys. 21(8), 949–979 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  26. Varandas, P.: Correlation decay and recurrence asymptotics for some robust nonuniformly hyperbolic maps. J. Stat. Phys. 133(5), 813–839 (2008)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  27. Varandas, P.: Entropy and Poincaré recurrence from a geometrical viewpoint. Nonlinearity 22(10), 2365–2375 (2009)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  28. Young, L.-S.: What are SRB measures, and which dynamical systems have them? J. Stat. Phys. 108(5–6), 733–754 (2002)

    Article  MATH  Google Scholar 

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Correspondence to Jorge Milhazes Freitas.

Additional information

ACMF was partially supported by FCT grant SFRH/BPD/66174/2009. JMF was partially supported by FCT grant SFRH/BPD/66040/2009. MT was partially supported by FCT grant SFRH/BPD/26521/2006 and NSF grants DMS 0606343 and DMS 0908093. All three authors were supported by FCT through CMUP and PTDC/MAT/099493/2008.

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Freitas, A.C.M., Freitas, J.M. & Todd, M. Extreme Value Laws in Dynamical Systems for Non-smooth Observations. J Stat Phys 142, 108–126 (2011). https://doi.org/10.1007/s10955-010-0096-4

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