Lévy Classes and Self-Normalization
Abstract
We prove a Chung's law of the iterated logarithm for recurrent linear Markov processes. In order to attain this level of generality, our normalization is random. In particular, when the Markov process in question is a diffusion, we obtain the integral test corresponding to a law of the iterated logarithm due to Knight.
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Pages: 1-18
Publication Date: October 24, 1995
DOI: 10.1214/EJP.v1-1
References
- Barndorff-Nielsen, O., On the rate of growth of partial maxima of a sequence of independent and identically distributed random variables. Math. Scand., 9, 383-394 (1961) Math. Review 25 #2625
- Blumenthal, R. and Getoor, R.K., Markov Processes and Potential Theory. Academic Press. New York (1968) Math. Review 41 #9348
- Blumenthal, R., Getoor, R.K. and Ray, D., On the distribution of first hits for the symmetric stable process. Trans. Amer. Math. Soc., 99, 540-554 (1961) Math. Review 23 #A4179
- Bretagnolle, J., Resultat de Kesten sur les processus a accroissements independents. Sem. de Prob., Lecture Notes in Math., 191, 21-36 (1970) Math. Review 51 #4416
- Dupuis, C., Mesure de Hausdorff de la trajectoire de certains processus a accroissement independents et stationaires, Sem. de Prob. VIII, Lecture Notes in Math., 381, 37-77 (1974) Math. Review 51 #9223
- Erdos, P., On the law of the iterated logarithm. Ann. of Math., Vol. 43, No. 3, 419-436 (1942) Math. Review number not available.
- Erickson, K.B., Divergent sums over excursions. Stoch. Proc. Appl., 54, 175-182 (1994). Math. Review 95k:60189
- Fristedt, B., Sample Functions of Stochastic Processes with Stationary, independent increments. Advances in Probability III, Dekker, 241-397 (1974) Math. Review 53 #4240
- Getoor, R.K. and Kesten, H., Continuity of local times for Markov processes. Comp. Math., 24, 277-303 (1972) Math. Review 46 #10075
- Griffin, P. and Kuelbs, J., Some extensions of the LIL via self normalizations. Ann. Prob., 19, 380-395 (1991) Math. Review 92e:60062
- Griffin, P. and Kuelbs, J., Self-normalized laws of the iterated logarithm. Ann. Prob., 17, 1571-1601 (1989) Math. Review 91k:60036
- Ito, K., Poisson processes attached to Markov processes. Proc. Sixth Berkeley Symp. Math. Stat. Prob., Vol. 3, University of California, Berkeley, 225-239 (1970) Math. Review 53 #6763
- Kesten, H., Hitting probabilities of single points for processes with stationary independent increments. Memoirs AMS, 93, American Mathematical Society, Providence, Rhode Island Math. Review 42 #6940
- Klass, M.J., The Robbins-Siegmund series criterion for partial maxima. Ann. Prob., 4, 1369-1370 (1985) Math. Review 87b:60046
- Knight, F., Local Variation of diffusion. Ann. Prob., 1, 1026-1034 (1973) Math. Review 53 #1754
- Kochen, S.B. and Stone, C.J., A note on the Borel-Cantelli lemma. Ill. J. Math., 8, 248-251 (1964) Math. Review 28 #4562
- Lewis, T.M., A self normalized law of the iterated logarithm for random walk in a random scenery. J. Th. Prob., 5, 629-659 (1992) Math. Review 93i:60062
- Maisonneuve, B., Exit Systems. Ann. Prob., 3, 395-411 (1975) Math. Review 53 #4251
- Marcus, M.B. and Rosen, J., Laws of the iterated logarithm for the local times of symmetric Levy processes and recurrent random walks. Ann. Prob., 22, 626-658 (1994) Math. Review 95k:60190
- Motoo, M., Proof of the law of iterated logarithm through diffusion equation. Ann. Inst. Math. Stat., 10, 21-28 (1959) Math. Review 20 #4331
- Revesz, P., Random walks on random and nonrandom environments. World Scientific. Singapore (1990) Math. Review 92c:60096
- Revuz, D. and Yor, M., Continuous Martingales and Brownian Motion. Springer-Verlag, N.Y. (1991) Math. Review 92d:60053
- Robbins, H. and Siegmund, D., On the law of the iterated logarithm for maxima and minima. Proc. 6th Berkeley Symp. Math. Stat. Prob., Vol. III, 51-70 (1972) Math. Review 53 #4198
- Shaked, M. and Shanthikumar, J.G., Stochastic Orders and Their Applications. Academic Press, San Diego, CA. Math. Review 95m:60031
- Shao, Q-M., Self normalized large deviations. Preprint (1995) Math. Reviews number not available
- Sharpe, M., General Theory of Markov Processes. Academic Press, N.Y. (1988) Math. Review 89m:60169
- Stein, E.M., Singular Integrals and Differentiability Properties of Functions. Fifth Edition. Princeton University Press, Princeton, N.J. (1986) Math. Review 44 #7280
- Wee, I.S., Lower functions for asymmetric processes. Prob. Th. Rel. Fields, 85, 469-488 (1990) Math. Review 91f:60126
- Wee, I.S., Lower functions for processes with stationary independent increments. Prob. Th. Rel. Fields, 77, 551-566 (1988) Math. Review 89d:60135
- Widom, H., Stable processes and integral equations. Trans. Amer. math. Soc., 98, 430-449 Math. Review 22 #12611

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