Abstract
Let \(X_1,\ldots ,X_n\) be independent identically distributed random variables. In this paper we study the behavior of concentration functions of weighted sums with respect to the arithmetic structure of coefficients \(a_k\) in the context of the Littlewood–Offord problem. In recent papers of Eliseeva, Götze and Zaitsev, we discussed the relations between the inverse principles stated by Nguyen, Tao and Vu and similar principles formulated by Arak in his papers from the 1980’s. In this paper, we will derive some more general and more precise consequences of Arak’s inequalities providing new results in the Littlewood–Offord problem.
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Arak, T.V.: On the approximation of \(n\)-fold convolutions of distributions, having a non-negative characteristic functions with accompanying laws. Theory Probab. Appl. 25(2), 221–243 (1981)
Arak, T.V.: On the convergence rate in Kolmogorov’s uniform limit theorem I. Theory Probab. Appl. 26(2), 219–239 (1982)
Arak, T.V., Zaitsev, A.Yu.: Uniform limit theorems for sums of independent random variables. Proc. Steklov Inst. Math. 174, 1–222 (1988)
Eliseeva, Yu.S., Zaitsev, A.Yu.: On the Littlewood–Offord problem. J. Math. Sci. (N.Y.) 214(4), 467–473 (2016)
Erdös, P.: On a lemma of Littlewood and Offord. Bull. Amer. Math. Soc. 51(12), 898–902 (1945)
Esseen, C.G.: On the Kolmogorov–Rogozin inequality for the concentration function. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete 5(3), 210–216 (1966)
Freiman, G.A.: Foundations of a Structural Theory of Set Addition. Translations of Mathematical Monographs, vol. 37. American Mathematical Society, Providence (1973)
Götze, F., Eliseeva, Yu.S., Zaitsev, A.Yu.: Arak’s inequalities for concentration functions and the Littlewood–Offord problem. Dokl. Math. 93(2), 202–206 (2016)
Götze, F., Eliseeva, Yu.S., Zaitsev, A.Yu.: Arak inequalities for concentration functions and the Littlewood–Offord problem. Teor. Veroyatn. Primen. 62(2), 241–266 (2017) (in Russian)
Green, B.: Notes on progressions and convex geometry (2005). http://people.maths.ox.ac.uk/greenbj/papers/convexnotes.pdf
Hengartner, W., Theodorescu, R.: Concentration Functions. Probability and Mathematical Statistics. Academic Press, New York (1974)
Kolmogorov, A.N.: Two uniform limit theorems for sums of independent random variables. Theory Probab. Appl. 1(4), 384–394 (1956)
Littlewood, J.E., Offord, A.C.: On the number of real roots of a random algebraic equation (III). Rec. Math. [Mat. Sbornik] N.S. 12(54)(3), 277–286 (1943)
Nguyen, H., Vu, V.: Optimal inverse Littlewood–Offord theorems. Adv. Math. 226(6), 5298–5319 (2011)
Nguyen, H.H., Vu, V.H.: Small ball probability, inverse theorems and applications. In: Lovász, L., Ruzsa, I.Z., Sós, V.T. (eds.) Erdős Centennial Proceeding, Bolyai Society Mathematical Studies, vol. 25, pp. 409–463. Bolyai Mathematical Society, Budapest (2013)
Petrov, V.V.: Sums of Independent Random Variables. Ergebnisse der Mathematik und ihrer Grenzgebiete, vol. 82. Springer, New York (1975)
Tao, T., Vu, V.: Additive Combinatorics. Cambridge Studies in Advanced Mathematics, vol. 105. Cambridge University Press, Cambridge (2006)
Tao, T., Vu, V.: John-type theorems for generalized arithmetic progressions and iterated sumsets. Adv. Math. 219(2), 428–449 (2008)
Tao, T., Vu, V.: Inverse Littlewood–Offord theorems and the condition number of random discrete matrices. Ann. Math. 169(2), 595–632 (2009)
Tao, T., Vu, V.: A sharp inverse Littlewood–Offord theorem. Random Structures Algorithms 37(4), 525–539 (2010)
Zaitsev, A.Yu.: A bound for the maximal probability in the Littlewood–Offord problem. J. Math. Sci. (N.Y.) 219(5), 743–746 (2016)
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We are grateful to anonymous reviewers for useful remarks.
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The authors were supported by the SFB 701 in Bielefeld and by SPbGU-DFG grant 6.65.37.2017. The second author was supported by grant RFBR 16-01-00367 and by the Program of the Presidium of the Russian Academy of Sciences No. 01 ‘Fundamental Mathematics and its Applications’ under grant PRAS-18-01.
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Götze, F., Zaitsev, A.Y. New applications of Arak’s inequalities to the Littlewood–Offord problem. European Journal of Mathematics 4, 639–663 (2018). https://doi.org/10.1007/s40879-018-0215-3
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DOI: https://doi.org/10.1007/s40879-018-0215-3