Metadata
Abstract
We establish abstract limit theorems which provide sufficient conditions for a sequence of rare events in an ergodic probability preserving dynamical system to exhibit Poisson asymptotics, and for the consecutive positions inside the to be asymptotically iid (spatiotemporal Poisson limits). The limit theorems only use information on what happens to before some time which is of order . In particular, no assumptions on the asymptotic behavior of the system akin to classical mixing conditions are used. We also discuss some general questions about the asymptotic behaviour of spatial and spatiotemporal processes, and illustrate our results in a setup of simple prototypical systems.
References
[Aar97] An introduction to infinite ergodic theory, Mathematical Surveys and Monographs, 50, American Mathematical Society, 1997 | DOI | Zbl
[Aba04] Sharp error terms and necessary conditions for exponential hitting times in mixing processes, Ann. Probab., Volume 32 (2004) no. 1A, pp. 243-264 | MR | Zbl
[AD01] Local limit theorems for partial sums of stationary sequences generated by Gibbs–Markov maps, Stoch. Dyn., Volume 1 (2001) no. 2, pp. 193-237 | DOI | MR | Zbl
[AS11] Hitting and returning to rare events for all alpha-mixing processes, Stochastic Processes Appl., Volume 121 (2011) no. 2, pp. 314-323 | DOI | MR | Zbl
[Bil86] Probability and Measure, Wiley Series in Probability and Mathematical Statistics: Probability and mathematical statistics, John Wiley & Sons, 1986 | Zbl
[Bil99] Convergence of Probability Measures, Wiley Series in Probability and Statistics, John Wiley & Sons, 1999 | DOI | Zbl
[BSTV03] Return time statistics via inducing, Ergodic Theory Dyn. Syst., Volume 23 (2003) no. 4, pp. 991-1013 | DOI | MR | Zbl
[CC13] Poisson approximation for the number of visits to balls in non-uniformly hyperbolic dynamical systems, Ergodic Theory Dyn. Syst., Volume 33 (2013) no. 1, pp. 49-80 | DOI | MR | Zbl
[Doe40] Remarques sur la théorie métrique des fractions continues, Compos. Math., Volume 7 (1940), pp. 353-371 | Numdam | Zbl
[Eag76] Some simple conditions for limit theorems to be mixing, Teor. Veroyatn. Primen., Volume 21 (1976), pp. 653-660 | MR | Zbl
[FFT12] The extremal index, hitting time statistics and periodicity, Adv. Math., Volume 231 (2012) no. 5, pp. 2626-2665 | DOI | MR | Zbl
[FFTV16] Rare events for the Manneville–Pomeau map, Stochastic Processes Appl., Volume 126 (2016) no. 11, pp. 3463-3479 | DOI | MR | Zbl
[Gau12] Letter to Laplace (1812) (Göttingen, January 30)
[HLV05] Hitting and return times in ergodic dynamical systems, Ann. Probab., Volume 33 (2005) no. 5, pp. 2043-2050 | MR | Zbl
[Hol05] Slowly mixing systems and intermittency maps, Ergodic Theory Dyn. Syst., Volume 25 (2005) no. 1, pp. 133-159 | DOI | MR | Zbl
[HP14] Return times distribution for Markov towers with decay of correlations, Nonlinearity, Volume 27 (2014) no. 6, pp. 1323-1349 | DOI | MR | Zbl
[HSV99] Statistics of Return Times: A General Framework and New Applications, Commun. Math. Phys., Volume 206 (1999) no. 1, pp. 33-55 | DOI | MR | Zbl
[HWZ14] Return-time statistics, Hitting-time statistics and Inducing, Ergodic Theory, Open Dynamics, and Coherent Structures (Springer Proceedings in Mathematics & Statistics), Volume 70, Springer, 2014, pp. 217-227 | DOI | MR | Zbl
[HY16] Entry times distribution for mixing systems, J. Stat. Phys., Volume 163 (2016) no. 2, pp. 374-392 | DOI | MR | Zbl
[IK02] Metrical Theory of Continued Fractions, Mathematics and its Applications (Dordrecht), 547, Kluwer Academic Publishers, 2002 | DOI | Zbl
[Ios77] A Poisson law for -mixing sequences establishing the truth of a Doeblin’s statement, Rev. Roum. Math. Pures Appl., Volume 22 (1977), pp. 1441-1447 | MR | Zbl
[Kre85] Ergodic Theorems, De Gruyter Studies in Mathematics, 6, Walter de Gruyter, 1985 | DOI | Zbl
[Mar17] Entry and return times for semi-flows, Nonlinearity, Volume 30 (2017) no. 2, pp. 810-824 | DOI | MR | Zbl
[PS16] Poisson law for some non-uniformly hyperbolic dynamical systems with polynomial rate of mixing, Ergodic Theory Dyn. Syst., Volume 36 (2016) no. 8, pp. 2602-2626 | DOI | MR | Zbl
[PS20] Spatio-temporal Poisson processes for visits to small sets, Isr. J. Math., Volume 240 (2020) no. 2, pp. 625-665 | DOI | MR | Zbl
[PSZ17] Return- and hitting-time limits for rare events of null-recurrent Markov maps, Ergodic Theory Dyn. Syst., Volume 37 (2017) no. 1, pp. 244-276 | DOI | MR | Zbl
[PT20] Potential kernel, hitting probabilities and distributional asymptotics, Ergodic Theory Dyn. Syst., Volume 40 (2020) no. 7, pp. 1894-1967 | DOI | MR | Zbl
[Res08] Extreme Values, Regular Variation and Point Processes, Springer Series in Operations Research and Financial Engineering, Springer, 2008 | Zbl
[Roh64] Exact endomorphisms of a Lebesgue space, Am. Math. Soc., Transl., II. Ser., Volume 39 (1964), pp. 1-36 | DOI | Zbl
[RZ20] Return- and hitting-time distributions of small sets in infinite measure preserving systems, Ergodic Theory Dyn. Syst., Volume 40 (2020) no. 8, pp. 2239-2273 | DOI | MR | Zbl
[Rén58] On mixing sequences of sets, Acta Math. Acad. Sci. Hung., Volume 9 (1958), pp. 215-228 | DOI | MR | Zbl
[Tha80] Estimates of the invariant densities of endomorphisms with indifferent fixed points, Isr. J. Math., Volume 37 (1980), pp. 303-314 | DOI | MR | Zbl
[Tha05] Asymptotic distributions and large deviations for iterated maps with an indifferent fixed point, Stoch. Dyn., Volume 5 (2005) no. 3, pp. 425-440 | DOI | MR | Zbl
[TK10] Weak convergence to Lévy stable processes in dynamical systems, Stoch. Dyn., Volume 10 (2010) no. 2, pp. 263-289 | DOI | Zbl
[Whi02] Stochastic-Process Limits. An introduction to stochastic-process limits and their application to queue, Springer Series in Operations Research, Springer, 2002 | DOI | Zbl
[Yos38] Mean ergodic theorem in Banach spaces, Proc. Imp. Acad. Japan, Volume 14 (1938), pp. 292-294 | MR | Zbl
[Zwe03] Stable limits for probability preserving maps with indifferent fixed points, Stoch. Dyn., Volume 3 (2003) no. 1, pp. 83-99 | DOI | MR | Zbl
[Zwe07a] Infinite measure preserving transformations with compact first regeneration, J. Anal. Math., Volume 103 (2007), pp. 93-131 | DOI | MR | Zbl
[Zwe07b] Mixing limit theorems for ergodic transformations, J. Theor. Probab., Volume 20 (2007) no. 4, pp. 1059-1071 | DOI | MR | Zbl
[Zwe16] The general asymptotic return-time process, Isr. J. Math., Volume 212 (2016) no. 1, pp. 1-36 | DOI | MR | Zbl
[Zwe19] Hitting-time limits for some exceptional rare events of ergodic maps, Stochastic Processes Appl., Volume 129 (2019) no. 5, pp. 1556-1567 | DOI | MR | Zbl