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Large deviations of sums of random variables

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Abstract

In this paper, we investigate the large deviations of sums of weighted random variables that are approximately independent, generalizing and improving some results of Montgomery and Odlyzko. We are motivated by examples arising from number theory, including the sequences pit, χ(p), χd(p), λf (p), and Klq(a − n, b), where p ranges over the primes, t varies in a large interval, χ varies among all characters modulo q, χd varies over quadratic characters attached to fundamental discriminants |d| ≤ x, λf (n) are the Fourier coefficients of holomorphic cusp forms f of (a large) weight k for the full modular group, and Klq(a, b) are the normalized Kloosterman sums modulo a large prime q, where a, b vary in (𝔽q)×.

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References

  1. P. Autissier, D. Bonolis, and Y. Lamzouri, The distribution of the maximum of partial sums of Kloosterman sums and other trace functions, Compos. Math., 2021 (to appear).

  2. J. Cogdell and P. Michel, On the complex moments of symmetric power L-functions at s = 1, Int. Math. Res. Not., 31:1561–1617, 2004.

    Article  MathSciNet  Google Scholar 

  3. H.M. Davenport, Multiplicative Number Theory, 3rd ed., Grad. Texts Math., Vol. 74, Springer-Verlag, New York, 2000. Revised and with a preface by H.L. Montgomery.

  4. S.W. Graham and C.J. Ringrose, Lower bounds for least quadratic non-residues, in B.C. Berndt, H.G. Diamond, H. Halberstam, and A. Hildebrand (Eds.), Analytic Number Theory, Prog. Math., Vol. 85, Birkhäuser, Boston, MA, 1990, pp. 269–309.

  5. A. Granville and K. Soundararajan, Large character sums, J. Am. Math. Soc., 14(2):365–397, 2001.

    Article  MathSciNet  Google Scholar 

  6. A. Granville and K. Soundararajan, The distribution of values of L(1, χd), Geom. Funct. Anal., 13(5):992–1028, 2003.

    Article  MathSciNet  Google Scholar 

  7. A. Granville and K. Soundararajan, Extreme values of |ζ(1 + it)|, in The Riemann Zeta Function and Related Themes: Papers in Honour of Professor K. Ramachandra,Ramanujan Math. Soc. Lect. Notes Ser., Vol. 2, Ramanujan Mathematical Society, Mysore, India, 2006, pp. 65–80.

  8. D.R. Heath-Brown, A mean value estimate for real character sums, Acta Arith., 72(3):235–275, 1995.

    Article  MathSciNet  Google Scholar 

  9. H. Iwaniec, Topics in Classical Automorphic Forms, Grad. Stud. Math., Vol. 17, AMS, Providence, RI, 1997.

  10. E. Kowalski and P. Michel, The analytic rank of J0(q) and zeros of automorphic L-functions, Duke Math. J., 100(3): 503–542, 1999.

    Article  MathSciNet  Google Scholar 

  11. E. Kowalski and W. Sawin, Kloosterman paths and the shape of exponential sums, Compos. Math., 152(7):1489–1516, 2016.

    Article  MathSciNet  Google Scholar 

  12. Y. Lamzouri, On the distribution of the maximum of cubic exponential sums, J. Inst.Math. Jussieu, 19(4):1259–1286, 2020.

    Article  MathSciNet  Google Scholar 

  13. J.Y. Liu, E. Royer, and J. Wu, On a conjecture of Montgomery–Vaughan on extreme values of automorphic L-functions at 1, in Anatomy of Integers, CRM Proc. Lect. Notes, Vol. 46, AMS, Providence, RI, 2008, pp. 217–245.

  14. W.R. Monach, Numerical Investigations of Several Problems in Number Theory, PhD thesis, University of Michigan, Ann Arbor, MI, 1980.

  15. H.L. Montgomery, Topics in Multiplicative Number Theory, Lect. Notes Math., Vol. 227, Springer-Verlag, Berlin, New York, 1971.

  16. H.L. Montgomery and A.M. Odlyzko, Large deviations of sums of independent random variables, Acta Arith., 49(4): 427–434, 1988.

    Article  MathSciNet  Google Scholar 

  17. H.L. Montgomery and R.C. Vaughan, Multiplicative Number Theory. I: Classical Theory, Camb. Stud. Adv. Math., Vol. 97, Cambridge Univ. Press, Cambridge, 2007.

  18. C. Perret-Gentil, Gaussian distribution of short sums of trace functions over finite fields, Math. Proc. Camb. Philos. Soc., 163(3):385–422, 2017.

    Article  MathSciNet  Google Scholar 

  19. Z. Rudnick and K. Soundararajan, Lower bounds for moments of L-functions: Symplectic and orthogonal examples, in Multiple Dirichlet Series, Automorphic Forms, and Analytic Number Theory, Proc. Symp. Pure Math., Vol. 75, AMS, Providence, RI, 2006, pp. 293–303.

  20. G. Tenenbaum, Introduction to Analytic and Probabilistic Number Theory, 3rd ed., Grad. Stud. Math., Vol. 163, AMS, Providence, RI, 2015.

  21. E.C. Titchmarsh, The Theory of the Riemann Zeta-Function, 2nd ed., Clarendon Press, Oxford Univ. Press, New York, 1986. Edited and with a preface by D.R. Heath-Brown.

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Correspondence to Andrew Granville.

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Dedicated to the memory of Jonas Kubilius

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Andrew Granville is partially supported by grants from NSERC (Canada) and by European Research Council grant, agreement No. 670239.

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Granville, A., Lamzouri, Y. Large deviations of sums of random variables. Lith Math J 61, 345–372 (2021). https://doi.org/10.1007/s10986-021-09530-z

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  • DOI: https://doi.org/10.1007/s10986-021-09530-z

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