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Transactions of the American Mathematical Society
Transactions of the American Mathematical Society
ISSN 1088-6850(e) ISSN 0002-9947(p)

     

On the law of the iterated logarithm for the discrepancy of lacunary sequences

Author(s): Christoph Aistleitner
Journal: Trans. Amer. Math. Soc. 362 (2010), 5967-5982.
MSC (2000): Primary 11K38, 42A55, 60F15
Posted: June 16, 2010
MathSciNet review: 2661504
Retrieve article in: PDF

Abstract | References | Similar articles | Additional information

Abstract: A classical result of Philipp (1975) states that for any sequence $ (n_k)_{k \geq 1}$ of integers satisfying the Hadamard gap condition $ n_{k+1}/n_k\ge q>1 (k=1, 2, \ldots)$, the discrepancy $ D_N$ of the sequence $ (n_k x)_{k\ge 1}$ mod 1 satisfies the law of the iterated logarithm (LIL), i.e.

$\displaystyle 1/4 \leq \limsup_{N \to \infty} N D_N(n_k x) (N \log \log N)^{-1/2} \leq C_q \quad {a.e.}$

The value of the $ \limsup$ is a long-standing open problem. Recently Fukuyama explicitly calculated the value of the $ \limsup$ for $ n_k= \theta^k$, $ \theta>1$, not necessarily integer. We extend Fukuyama's result to a large class of integer sequences $ (n_k)$ characterized in terms of the number of solutions of a certain class of Diophantine equations and show that the value of the $ \limsup$ is the same as in the Chung-Smirnov LIL for i.i.d. random variables.


References:

1.
C. Aistleitner and I. Berkes. On the central limit theorem for $ f(n_k x)$. Probab. Theory Relat. Fields, 146 (2010), no. 1-2, 267-289. MR 2550364

2.
R. C. Baker. Metric number theory and the large sieve. J. London. Math. Soc. 24, 34-40, 1981. MR 623668 (83a:10086)

3.
I. Berkes. On the asymptotic behaviour of $ \sum f(n_k x)$. I. Main theorems, II. Applications. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete 34:319-345; 347-365, 1976.

4.
I. Berkes. On the central limit theorem for lacunary trigonometric series. Anal. Math. 4:159-180, 1978. MR 514757 (80c:60032)

5.
I. Berkes and W. Philipp. An a.s. invariance principle for lacunary series $ f(n_k x)$. Acta Math. Acad. Sci. Hungar. 34:141-155, 1979. MR 546729 (80i:60042)

6.
I. Berkes and W. Philipp. The size of trigonometric and Walsh series and uniform distribution mod 1. J. London Math. Soc. (2), 50:454-464, 1994. MR 1299450 (96e:11099)

7.
J. W. S. Cassels. Some metrical theorems in Diophantine approximation III. Proc. Cambridge Philos. Soc. 46:219-225, 1950. MR 0036789 (12:162d)

8.
P. Erdős and J. F. Koksma. On the uniform distribution modulo $ 1$ of sequences $ (f(n,\theta))$. Proc. Kon. Nederl. Akad. Wetensch. 52:851-854, 1949. MR 0032690 (11:331f)

9.
K. Fukuyama. The law of the iterated logarithm for discrepancies of $ \{\theta^n x\}$. Acta Math. Hungar. 118:155-170, 2008. MR 2378547 (2008m:60049)

10.
V. F. Gaposhkin. Lacunary series and independent functions (in Russian). Uspehi Mat. Nauk 21/6:3-82,1966. MR 0206556 (34:6374)

11.
V. F. Gaposhkin. On the central limit theorem for some weakly dependent sequences (in Russian). Teor. Verojatn. Prim. 15:666-684, 1970. MR 0282394 (43:8106)

12.
M. Kac. On the distribution of values of sums of the type $ \sum f(2^k t)$. Ann. of Math. (2) 47:33-49, 1946. MR 0015548 (7:436f)

13.
M. Kac. Probability methods in some problems of analysis and number theory. Bull. Amer. Math. Soc. 55:641-665, 1949. MR 0031504 (11:161b)

14.
H. Kesten. The discrepancy of random sequences $ \{kx\}$, Acta Arith. 10:183-213, 1964/65. MR 0168546 (29:5807)

15.
L. Kuipers and H. Niederreiter. Uniform Distribution of Sequences. Wiley, New York, 1974. MR 0419394 (54:7415)

16.
W. Philipp. Limit theorems for lacunary series and uniform distribution mod 1. Acta Arith. 26:241-251, 1975. MR 0379420 (52:325)

17.
R. Shorack and J. Wellner. Empirical processes with applications to statistics. Wiley, New York, 1986. MR 838963 (88e:60002)

18.
V. Strassen. Almost sure behavior of sums of independent random variables and martingales. Proc. Fifth Berkeley Sympos. Math. Statist. and Probability (Berkeley, Calif., 1965/66) Vol. II: Contributions to Probability Theory:315-343, 1967. MR 0214118 (35:4969)

19.
S. Takahashi. An asymptotic property of a gap sequence. Proc. Japan Acad. 38:101-104, 1962. MR 0140865 (25:4279)

20.
H. Weyl. Über die Gleichverteilung von Zahlen mod. Eins. Math. Ann. 77:313-352, 1916. MR 1511862

21.
A. Zygmund. Trigonometric series. Vols. I, II. Third edition. Cambridge Mathematical Library. Cambridge University Press, Cambridge, 2002. MR 1963498 (2004h:01041)


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Additional Information:

Christoph Aistleitner
Affiliation: Institute of Mathematics A, Graz University of Technology, Steyrergasse 30, 8010 Graz, Austria
Email: aistleitner@finanz.math.tugraz.at

DOI: 10.1090/S0002-9947-2010-05026-3
PII: S 0002-9947(2010)05026-3
Keywords: Discrepancy, lacunary series, law of the iterated logarithm
Received by editor(s): June 2, 2008
Received by editor(s) in revised form: February 19, 2009
Posted: June 16, 2010
Additional Notes: This research was supported by the Austrian Research Foundation (FWF), Project S9603-N13.
Copyright of article: Copyright 2010, American Mathematical Society
The copyright for this article reverts to public domain after 28 years from publication.




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