The Annals of Probability

Maxima of partial sums indexed by geometrical structures

Tiefang Jiang
Source: Ann. Probab. Volume 30, Number 4 (2002), 1854-1892.

Abstract

The maxima of partial sums indexed by squares and rectangles over lattice points and random cubes are studied in this paper. For some of these problems, the dimension ($d=1, d=2$ and $d \geq 3$) significantly affects the limit behavior of the maxima. However, for other problems, the maxima behave almost the same as their one-dimensional counterparts. The tools for proving these results are large deviations, the Chen-Stein method, number theory and inequalities of empirical processes.

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Primary Subjects: 60F10, 28C15, 60B10
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Permanent link to this document: http://projecteuclid.org/euclid.aop/1039548374
Digital Object Identifier: doi:10.1214/aop/1039548374
Mathematical Reviews number (MathSciNet): MR1944008
Zentralblatt MATH identifier: 1014.60024

References

[1] ARRATIA, R., GOLDSTEIN, L. and GORDON, L. (1989). Two moments suffice for Poisson approximation: The Chen-Stein method. Ann. Probab. 17 9-25.
Mathematical Reviews (MathSciNet): MR90b:60021
Zentralblatt MATH: 0675.60017
Digital Object Identifier: doi:10.1214/aop/1176991491
Project Euclid: euclid.aop/1176991491
[2] BAHADUR, R. R. and RANGA RAO, R. (1960). On deviations of sample mean. Ann. Math. Statist. 31 1015-1027.
Mathematical Reviews (MathSciNet): MR22:8549
Zentralblatt MATH: 0101.12603
Digital Object Identifier: doi:10.1214/aoms/1177705674
Project Euclid: euclid.aoms/1177705674
[3] CHAGANTY, N. R. and SETHURAMAN, J. (1993). Strong large deviations and local limit theorems. Ann. Probab. 21 1671-1690.
Mathematical Reviews (MathSciNet): MR94i:60042
Zentralblatt MATH: 0786.60026
Digital Object Identifier: doi:10.1214/aop/1176989136
Project Euclid: euclid.aop/1176989136
[4] CHOW, Y. S. and TEICHER, H. (1988). Probability Theory, Independence, Interchangeability, Martingales, 2nd ed. Springer, New York.
Mathematical Reviews (MathSciNet): MR953964
[5] DEHEUVELS, P. and DEVROy E, L. (1987). Limit law of Erdös-Rény i-Shepp ty pe. Ann. Probab. 15 1363-1386.
Mathematical Reviews (MathSciNet): MR905337
Digital Object Identifier: doi:10.1214/aop/1176991982
Project Euclid: euclid.aop/1176991982
[6] DEMBO, A., KARLIN, S. and ZEITOUNI, O. (1994). Critical Phenomena for sequence matching with scoring. Ann. Probab. 22 1993-2021.
Mathematical Reviews (MathSciNet): MR97b:60043
Zentralblatt MATH: 0834.60031
Digital Object Identifier: doi:10.1214/aop/1176988492
Project Euclid: euclid.aop/1176988492
[7] DEMBO, A., KARLIN, S. and ZEITOUNI, O. (1994). Limit distribution of maximal nonaligned two-sequences segmental score. Ann. Probab. 22 2022-2039.
Mathematical Reviews (MathSciNet): MR97c:60073
Zentralblatt MATH: 0836.60023
Digital Object Identifier: doi:10.1214/aop/1176988493
Project Euclid: euclid.aop/1176988493
[8] DEMBO, A. and ZEITOUNI, O. (1998). Large Deviations Techniques and Applications, 2nd ed. Springer, New York.
Mathematical Reviews (MathSciNet): MR99d:60030
[9] DUDLEY, R. M. (1978). Central limit theorems for empirical measures. Ann. Probab. 6 899- 929.
Mathematical Reviews (MathSciNet): MR81k:60029a
Zentralblatt MATH: 0404.60016
Digital Object Identifier: doi:10.1214/aop/1176995384
Project Euclid: euclid.aop/1176995384
[10] ERDÖS. P. and RÉYNI, A. (1970). On a new law of large numbers. J. Anal. Math. 22 103-111.
[11] FELLER, W. (1971). An Introduction to Probability Theory and Its Applications, 2nd ed. Wiley, New York.
[12] HARDY, G. H. and WRIGHT, E. M. (1988). An Introduction to the Theory of Numbers, 5th ed. Oxford Univ. Press.
[13] IGLEHART, D. (1972). Extreme values in the GI/G/1 queue. Ann. Math. Statist. 43 627-635.
Mathematical Reviews (MathSciNet): MR46:4628
Zentralblatt MATH: 0238.60072
Digital Object Identifier: doi:10.1214/aoms/1177692642
Project Euclid: euclid.aoms/1177692642
[14] JIANG, T. (2000). A comparison of scores of two protein structures with foldings. Preprint.
Mathematical Reviews (MathSciNet): MR1944009
Zentralblatt MATH: 1020.60015
Digital Object Identifier: doi:10.1214/aop/1039548375
Project Euclid: euclid.aop/1039548375
[15] KARLIN, S. and ZHU, Z. Y. (1996). Clusters of charged residues in protein structures. Proc. Natl. Acad. Sci. USA 93 8350-8355.
[16] POLLARD, D. (1984). Convergence of Stochastic Processes. Springer, New York.
Mathematical Reviews (MathSciNet): MR86i:60074
Zentralblatt MATH: 0544.60045
[17] ROOTZEN, H. (1988). Maxima and exceedances of stationary Markov chains. Adv. in Appl. Probab. 20 371-390.
Mathematical Reviews (MathSciNet): MR89e:60129
Zentralblatt MATH: 0654.60023
Digital Object Identifier: doi:10.2307/1427395
[18] SALI, A., SHAKHNOVICH, E. and KARPLUS, M. (1994). How does a protein fold? Nature 369 248-251.
[19] SIEGMUND, D. (1988). Approximate tail probabilities for the maxima of some random fields. Ann. Probab. 16 487-501.
Mathematical Reviews (MathSciNet): MR89c:60034
Zentralblatt MATH: 0646.60032
Digital Object Identifier: doi:10.1214/aop/1176991769
Project Euclid: euclid.aop/1176991769
[20] SIEGMUND, D. and VENKATRAMAN, E. S. (1995). Using the generalized likelihood ratio statistic for sequential detection of a change point. Ann. Probab. 23 255-271.
Mathematical Reviews (MathSciNet): MR96c:62135
Zentralblatt MATH: 0821.62044
Digital Object Identifier: doi:10.1214/aos/1176324466
Project Euclid: euclid.aos/1176324466
[21] SIEGMUND, D. and YAKIR, B. (2000). Tail probabilities for the null distribution of scanning statistics. Bernoulli 6 191-213.
Mathematical Reviews (MathSciNet): MR2001e:62036
Zentralblatt MATH: 0976.62048
Digital Object Identifier: doi:10.2307/3318574
Project Euclid: euclid.bj/1081788026
[22] SPITZER, F. (1964). Principles of Random Walk. Van Nostrand, Princeton.
Mathematical Reviews (MathSciNet): MR30:1521
[23] VAPNIK, V. N. and CERVONENKIS, A. JA. (1971). On the uniform convergence of relative frequencies of events to their probabilities. Theory Probab. Appl. 16 264-280.
Zentralblatt MATH: 0247.60005
Mathematical Reviews (MathSciNet): MR288823
MINNEAPOLIS, MN 55455 E-MAIL: tjiang@stat.umn.edu

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The Annals of Probability

The Annals of Probability