Some almost sure results for unbounded functions of intermittent maps and their associated Markov chains
Dedecker, J. ; Gouëzel, S. ; Merlevède, F.
Ann. Inst. H. Poincaré Probab. Statist., Tome 46 (2010) no. 1, p. 796-821 / Harvested from Project Euclid
We consider a large class of piecewise expanding maps T of [0, 1] with a neutral fixed point, and their associated Markov chains Yi whose transition kernel is the Perron–Frobenius operator of T with respect to the absolutely continuous invariant probability measure. We give a large class of unbounded functions f for which the partial sums of f○Ti satisfy both a central limit theorem and a bounded law of the iterated logarithm. For the same class, we prove that the partial sums of f(Yi) satisfy a strong invariance principle. When the class is larger, so that the partial sums of f○Ti may belong to the domain of normal attraction of a stable law of index p∈(1, 2), we show that the almost sure rates of convergence in the strong law of large numbers are the same as in the corresponding i.i.d. case.
Publié le : 2010-08-15
Classification:  Intermittency,  Almost sure convergence,  Law of the iterated logarithm,  Strong invariance principle,  37E05,  37C30,  60F15
@article{1281100399,
     author = {Dedecker, J. and Gou\"ezel, S. and Merlev\`ede, F.},
     title = {Some almost sure results for unbounded functions of intermittent maps and their associated Markov chains},
     journal = {Ann. Inst. H. Poincar\'e Probab. Statist.},
     volume = {46},
     number = {1},
     year = {2010},
     pages = { 796-821},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1281100399}
}
Dedecker, J.; Gouëzel, S.; Merlevède, F. Some almost sure results for unbounded functions of intermittent maps and their associated Markov chains. Ann. Inst. H. Poincaré Probab. Statist., Tome 46 (2010) no. 1, pp.  796-821. http://gdmltest.u-ga.fr/item/1281100399/