Moments of the Riemann zeta function

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1 ANNALS OF MATHEMATICS Moments of the Riemann zeta function By Kannan Soundararajan SECOND SERIES, OL. 70, NO. September, 009 anmaah

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3 Annals of Mathematics, 70 (009), Moments of the Riemann zeta function By KANNAN SOUNDARARAJAN In memoriam Atle Selberg Abstract Assuming the Riemann hypothesis, we obtain an upper bound for the moments of the Riemann zeta function on the critical line. Our bound is nearly as sharp as the conjectured asymptotic formulae for these moments. The method extends to moments in other families of L-functions.. Introduction An important problem in analytic number theory is to gain an understanding of the moments M k.t / D Z T 0 j. C it/jk dt: For positive real numbers k, it is believed that M k.t / C k T.log T / k for a positive constant C k. A precise value for C k was conjectured by Keating and Snaith [] based on considerations from random matrix theory. Subsequently, an alternative approach, based on multiple Dirichlet series and producing the same conjecture, was given by Diaconu, Goldfeld and Hoffstein [4]. Recent work by Conrey et al [] gives a more precise conjecture, identifying lower order terms in an asymptotic expansion for M k.t /. Despite many attempts, asymptotic formulae for M k.t / have been established only for k D (due to Hardy and Littlewood; see []) and k D (due to Ingham; see []). However we do have the lower bound M k.t / k T.log T / k. This was established by Ramachandra [3] for positive integers k, by Heath-Brown [6] for all positive rational numbers k, and, assuming the truth of the Riemann hypothesis (RH), by Ramachandra [] for all positive real numbers k. See also the elegant note [] giving such a bound assuming RH, and [0] for the best known constants The author is partially supported by the National Science Foundation and the American Institute of Mathematics (AIM). 98

4 98 KANNAN SOUNDARARAJAN implicit in these lower bounds. Analogous conjectures exist (see [], [4], [0]) for moments of central values of L-functions in families, and in many cases lower bounds of the conjectured order are known (see [6] and [7]). Here we study the problem of obtaining upper bounds for M k.t /. When 0 k, Ramachandra, in [3] and [4], and Heath-Brown, in [6] and [7], showed, assuming RH, that M k.t / T.log T / k. The Lindelöf hypothesis is equivalent to the estimate M k.t / k;" T C" for all natural numbers k. Thus, for k larger than, it seems difficult to make unconditional progress on bounding M k.t /. If we assume RH, then a classical bound of Littlewood (see []) gives that (for t 0 and some positive constant C ) () j. C it/j exp C log t ; log log t and therefore M k.t / T exp.kc log T= log log T /. We improve upon this, obtaining an upper bound of nearly the conjectured order of magnitude. COROLLARY A. Assume RH. For every positive real number k, and every " > 0, we have T.log T / k k M k.t / k;" T.log T / k C" : Our proof suggests that the dominant contribution to the k-th moment comes from t such that j. C it/j has size.log T /k, and this set has measure about T=.log T / k. COROLLARY B. Assume RH. Let k 0 be a fixed real number. For large T we have measft Œ0; T W j. C it/j.log T /k g D T.log T / k Co./ : We will deduce these corollaries by finding an upper bound on the frequency with which large values of j. C it/j can occur. Throughout we define and observe that () Z T T.T; / D ft ŒT; T W logj. C it/j g; j. C it/jk dt D D k Z Z e k d meas..t; // e k meas..t; //d: To prove Corollaries A and B, we desire estimates for the measure of.t; / for large T and all 3. To place our main theorem in context, let us recall the beautiful result of Selberg that as t varies in ŒT; T, the distribution of logj. C it/j is approximately Gaussian with mean 0 and variance log log T. Precisely, Selberg s

5 MOMENTS OF THE RIEMANN ZETA FUNCTION 983 theorem (see [8] and [9]) shows that for any fixed, and as T!, q Z meas.t; log log T / D T p e x = dx C o./ : Although Selberg s result holds only for of size p log log T, we may speculate that in a much larger range for a similar estimate holds: p log log T (3) meas..t; // T exp : log log T Such an estimate would lead, via (), to the bound M k.t / k T.log T / k. In our main theorem we establish that a weaker form of (3) holds in the range 3 D o..log log T / log 3 T /, where throughout we write log 3 for log log log. In the application to moments, the crucial range is when is of size about k log log T, and our theorem shows that a version of (3) holds for such. For larger values of, we obtain an upper bound of the form meas..t; // T exp. 9 log / (at least when.log log T / log 3 T < ), and the shape of this estimate is in keeping with Littlewood s bound (). THEOREM. Assume RH. Let T be large, let 3 be a real number, and let.t; / be as defined above. If 0 p log log T log log T, then meas..t; // T p exp 4 I log log T log log T log 3 T if log log T <.log log T / log 3 T, then meas..t; // T p exp log log T log log T 7 I 4.log log T / log 3 T and, finally, if.log log T / log 3 T <, then meas..t; // T exp 9 log : In the limited range 0 log log T, Jutila [8] had previously shown that meas..t; // T exp C O : log log T log log T I have shown recently in [] that in the range 3 5p log T= log log T one has meas..t; // T.log T / 4 exp 0 : log log T 8 log In contrast to our theorem above, these results are unconditional.

6 984 KANNAN SOUNDARARAJAN As mentioned already, we build on Selberg s work on the distribution of log. C it/. Selberg computed the moments of the real and imaginary parts of log. C it/. To achieve this, he found an ingenious expression for log. C it/ in terms of primes. His ideas work very well for the imaginary part of the logarithm, but are more complicated for the real part of the logarithm owing to zeros of the zeta function lying very close to C it. One novelty in our work is the realization that if we seek an upper bound for logj. C it/j (which is what is needed for our theorem), then the effect of the zeros very near C it is actually benign. This is our main proposition given below, from which we will deduce our theorem. We should comment that Selberg s work is unconditional, and uses zero-density results which put most of the zeros near the critical line. It would be interesting to see how much of our work can be recovered unconditionally. PROPOSITION. Assume RH. Suppose T is large, let t ŒT; T, and let x T. Let 0 D 0:49 : : : denote the unique positive real number satisfying e 0 D 0 C 0 =. For all 0, we have the estimate logj. Cit/j Re nx ƒ.n/ n C Cit log n log.x=n/. C / log T C CO : Taking x D.log T / " in our proposition, and estimating the sum over n trivially, we obtain the following explicit form of Littlewood s bound (), which improves upon the previous estimate obtained by Ramachandra and Sankaranarayanan [5]. There is certainly some scope to improve our Corollary C below, and it may be instructive to understand what the limit of the method would be (in a way analogous to the elegant treatment of Im log. C it/ given by Goldston and Gonek [5]). COROLLARY C. Assume RH. For all large t, we have j. C it/j exp C0 log t 3 C o./ exp 4 log log t 8 log t log log t The method developed here is robust and applies equally well to moments in families of L-functions; we discuss this briefly in Section 4 below. We end the introduction by deriving Corollaries A and B. Proof of Corollaries A and B. As mentioned earlier, the lower bound for M k.t / in Corollary A is due to Ramachandra []. The upper bound follows upon inserting the bounds of our theorem into (). In performing this computation, it is convenient to use our theorem in the crude form meas..t; // T.log T / o./ exp. = log log T / for 3 4k log log T, meas..t; // T.log T / o./ exp. 4k / for > 4k log log T. :

7 MOMENTS OF THE RIEMANN ZETA FUNCTION 985 From our theorem, we may see that the contribution to M k.t / from those t Œ0; T with j. C it/j >.log T /kc" or with j. C it/j <.log T /k " is o.t.log T / k /. Combining this with the lower bound M k.t / k T.log T / k we obtain the lower bound for the measure implicit in Corollary B. The upper bound implicit there follows from our theorem.. Proof of the main proposition In proving our proposition we may suppose that t does not coincide with the ordinate of a zero of.s/. Letting D C i run over the nontrivial zeros of.s/, we define F.s/ D Re s D =. =/ C.t / : isibly F.s/ is nonnegative in the half-plane =. Recall Hadamard s factorization formula which gives (see [3, (8) and () of Ch. ]) Re 0.s/ D Re s C log 0 Re. s C / C F.s/; so that for t ŒT; T an application of Stirling s formula yields (4) Re 0.s/ D log T C O./ F.s/: Integrating (4) as D Re.s/ varies from to 0.> /, we obtain, setting s 0 D 0 C it, logj. C it/j logj.s 0/j D log T C O./. 0 / Z 0 D. 0 / log T C O./ Since log. C x / x =. C x /, we deduce that = F. C it/d log. 0 / C.t /.t / : (5) logj. C it/j logj.s 0/j. 0 / log T C O./ F.s 0/ : LEMMA. Unconditionally, for any s not coinciding with or a zero of.s/ and for any x, we have 0.s/ D ƒ.n/ log.x=n/ n s C 0 0.s/ x s C. s/ nx x s. s/ C x k s.kcs/ : kd

8 986 KANNAN SOUNDARARAJAN Proof. This is similar to an identity of Selberg; see Titchmarsh [, Th. 4.0]. With c D max.; /, we consider i Z cci c i 0.s C w/xw w dw D ƒ.n/ n s log.x=n/; nx which follows from integrating term by term using the Dirichlet series expansion of. 0 =/.s C w/. On the other hand, moving the line of integration to the left and calculating residues, this equals 0.s/ 0 0.s/ x s. s/ C x s. s/ Equating these two expressions we obtain the lemma. kd x k s.kcs/ : Take s D C it in Lemma, extract the real parts of both sides, and integrate over from 0 to. Thus, for x T, ƒ.n/ log.x=n/ logj.s 0 /j D Re 0 n s 0 nx log n.s 0/ C Z x s 0. s/ d C O : Using (4), and observing that Z x ˇ s 0. s/ dˇˇˇ we deduce that (6) logj.s 0 /j Re nx D Z ƒ.n/ log.x=n/ n s 0 log n C log T x = 0 js 0 j d Adding the inequalities (5) and (6), we obtain that (7) logj. C it/j Re nx x = 0 C F.s 0 /. 0 =/ log x x = 0 js 0 j D x= 0F.s 0 /. 0 =/ ; F.s 0 / C x= 0F.s 0 /. 0 =/ log x C O : ƒ.n/ =n n s 0 log n C log T 0 C. 0 / C O :

9 MOMENTS OF THE RIEMANN ZETA FUNCTION 987 We choose 0 D C =, where 0. This restriction on ensures that the term involving F.s 0 / in (7) makes a negative contribution, and may therefore be omitted. The proposition follows. 3. Proof of the theorem Our proof of the theorem rests upon our main proposition. We begin by showing that the sum over prime powers appearing there may be restricted just to primes. LEMMA. Assume RH. Let T t T, let x T, and let. Then ƒ.n/ =n ˇ n Cit log n ˇ log log log T C O./: nx n p Proof. The terms n D p k for k 3 clearly contribute an amount, and it remains to handle the terms n D p. By following closely the explicit formula proof of the prime number theorem (see [3, 7 and 8]) we obtain that, on RH,.log p/p it z=t C p z.log zt / : pz By partial summation, using this estimate when z.log T / 4 and the trivial z for smaller z, we deduce that for p log. x=p/ p Cit log p log log log T: x p p x We also need a standard mean value estimate whose proof we include for completeness. LEMMA 3. Let T be large, and let x T. Let k be a natural number such that x k T = log T. For any complex numbers a.p/ we have Proof. Write Z T T ˇ a.p/ ˇˇˇk ja.p/j ˇ k: dt T kš p =Cit p px px a.p/ k D p =Cit nx k px a k;x.n/ n =Cit ; where a k;x.n/ D 0 unless n is the product of k (not necessarily distinct) primes, all below x. In that case, if we write the prime factorization of n as n D Q r id p i i,

10 988 KANNAN SOUNDARARAJAN then a k;x.n/ D Z T T px k ;:::; r Q r id a.p i/ i. Now ˇ a.p/ ˇˇˇk ˇ dt D p =Cit m;nx k D T nx k a k;x.m/a k;x.n/ p mn ja k;x.n/j C O n Z T T n m m;nx k m n itdt ja k;x.m/a k;x.n/j p mn jlog.m=n/j upon separating the diagonal terms m D n and the off-diagonal terms m n. Since ˇˇak;x.m/a k;x.n/= p mnˇˇ jak;x.m/j =m C ja k;x.n/j =n, we see that the off-diagonal terms above contribute nx k ja k;x.n/j n mx k m n jlog.m=n/j x k log.x k / ja k;x.n/j T ja k;x.n/j ; n n nx k recalling that x k T = log T. The lemma follows upon noting that nx k ja k;x.n/j n D p <<p r x kš p <<p r x ;:::; r P i Dk ;:::; r P i Dk k ; : : : ; r k ; : : : ; r nx k ja.p /j ja.p r /j r p p r r ja.p /j ja.p r /j r p p r r D kš px ja.p/j k: p In proving our theorem, we may assume that 0 p log log T 3 8 log T= log log T: We also keep in mind that T is large. We define a parameter A by 8 ˆ< log 3 T if log log T; log log T A D log 3 T if log log T < ˆ:.log log T / log 3 T; if >.log log T / log 3 T:

11 MOMENTS OF THE RIEMANN ZETA FUNCTION 989 We further set x D T A= and z D x = log log T. Using Lemma and our proposition, we find that where logj. C it/j S.t/ C S.t/ C C 0 C O.log log log T /; A ˇ log.x=p/ ˇ S.t/ D ˇ pz p C 0 Cit ˇ; S.t/ D ˇ log.x=p/ ˇ z<px p C 0 Cit ˇ: If t.t; / then we must either have S.t/ 8A or S.t/ 7 DW 8A : By Lemma 3 we see that for any natural number k =A Z T T js.t/j k dt T kš z<px Choosing k to be the largest integer below =A t ŒT; T with S.t/ =.8A/ is 8A (8) T, we have k k: T k.log log log T C O.// p, we obtain that the measure of k.k log log log T / k T exp A log : Next we consider the measure of the set of t ŒT; T with S.t/. By Lemma 3, we see that for any natural number k log.t= log T /= log z, Z T T js.t/j k k p k log log T k; dt T kš T k p e pz so that the measure of t ŒT; T with S.t/ is T p k log log T k: k e When.log log T /, we choose k as the greatest integer less than = log log T, and when >.log log T / we choose k D Œ0. It then follows that the measure of t ŒT; T with S.t/ is (9) T p exp C T exp. 4 log /: log log T log log T Our theorem follows upon combining the estimates (8) and (9).

12 990 KANNAN SOUNDARARAJAN 4. Moments of L-functions in families We briefly sketch here the modifications needed to obtain bounds for moments of L-functions in families. Throughout we assume the generalized Riemann hypothesis for the appropriate L-functions under consideration. If q is a large prime, then Rudnick and Soundararajan [6] showed that, for positive rational numbers k,.mod q/ jl. ; /jk k q.log q/ k ; where the sum is over primitive characters. The argument given here carries over to obtain the upper bound k;" q.log q/ k C" for all positive real k. The only difference is that one uses the orthogonality relations of the characters.mod q/ to treat nondiagonal terms in the analogue of Lemma 3. More interesting is the case of quadratic Dirichlet L-functions. In [7] Rudnick and Soundararajan showed that for rational numbers k [ jdj L. ; d / k k.log / k.kc/= ; where the sum is over fundamental discriminants d, and d denotes the associated primitive quadratic character. To obtain an upper bound, we seek to bound the frequency of large values of L. ; d /. Analogously to our proposition, we find that, for any x and with 0 as in our proposition, log L. ; d / nx ƒ.n/ d.n/ n C 0 log n log.x=n/ C. C 0/ logjd j C O Notice that, in contrast to Lemma, the contribution of the prime squares in our sum is log, since d.p / D for all p d. Taking this key difference into account, we may argue as in Section 4, using now quadratic reciprocity and the Pólya-inogradov inequality to develop the analogue of Lemma 3. Thus we obtain that the number of d with jdj and log L. ; d / C log log is exp log log. C o.// when p log log D o..log log / log 3 /; when.log log / log 3 this number is exp. c log / for some positive constant c. From these estimates we deduce that [ jdj L. ; d / k k;".log / k.kc/=c" : Since we are assuming GRH we know that L. ; d / 0. If L. ; d / D 0 we interpret log L. ; d / as so that the claimed inequality is still valid. :

13 MOMENTS OF THE RIEMANN ZETA FUNCTION 99 As a last example consider the family of quadratic twists of a given elliptic curve E. We write the L-function for E as L.E; s/ D P nd a.n/n s, where the a.n/ are normalized so that ja.n/j d.n/ (the number of divisors of n). The methods of [6] and [7] can be used to show that for rational numbers k, [ jdj L.E d ; /k k.log / k.k /= : Writing a.p/ D p C ˇp with pˇp D we obtain analogously to our proposition that, for x and 0 as before, log L.E d ; / ndp`x ` d.p`/. `p C ˇ`p / `n =C 0= log.x=p`/ C. C 0 / logjdj C O The contribution of the terms ` 3 above is O./, and the contribution of ` D (the prime squares) is p p x p d a.p / p C 0= log.x=p / log : After taking this feature into account, we may develop the analogous argument of Section 4. Thus, the number of d with jdj and log L.E d ; / log log is exp log log. C o.// when p log log D o..log log / log 3 /; when.log log / log 3 this number is exp. c log / for some positive constant c. This leads to the upper bound [ jdj L.E d ; /k.log / k.k /=C" : Our work above is in keeping with conjectures of Keating and Snaith [0] (see (5) and (79) there) that an analogue of Selberg s result holds in families of L-functions. Thus in the unitary family of.mod q/, we expect that the distribution of logjl. ; /j is Gaussian with mean 0 and variance log log q. In the symplectic family of quadratic Dirichlet characters, we expect that the distribution of log L. ; d / is Gaussian with mean log logjdj and variance log logjdj. Thus most values of L. ; d / are quite large. In the orthogonal family of quadratic twists of an elliptic curve, first we must restrict to those twists with positive sign of the functional equation, or else the L-value is 0. In this restricted :

14 99 KANNAN SOUNDARARAJAN class, we expect that the distribution of log L.E d ; / is Gaussian with mean log logjdj and variance log log jdj. Thus the values in an orthogonal family tend to be small. With a little more work, the ideas in this paper would show (assuming GRH) that the frequency with which logjlj exceeds Mean C p ar is R bounded above by p e x = dx for any fixed real number. If in addition to GRH, we assume that most of the L-functions under consideration do not have a zero very near, then Selberg s techniques would yield these Keating-Snaith analogues. Acknowledgments I am grateful to Mike Rubinstein for some helpful remarks, and to Brian Conrey for his encouragement. References [] J. B. CONREY, D. W. FARMER, J. P. KEATING, M. O. RUBINSTEIN, and N. C. SNAITH, Integral moments of L-functions, Proc. London Math. Soc. 9 (005), MR 006j:0 Zbl [] J. B. CONREY and A. GHOSH, On mean values of the zeta-function, Mathematika 3 (984), MR 86a:033 Zbl [3] H. DAENPORT, Multiplicative Number Theory, 3rd ed., Grad. Texts in Math. 74, Springer- erlag, New York, 000. MR 00f:00 Zbl [4] A. DIACONU, D. GOLDFELD, and J. HOFFSTEIN, Multiple Dirichlet series and moments of zeta and L-functions, Compositio Math. 39 (003), MR 005a:4 Zbl [5] D. A. GOLDSTON and S. M. GONEK, A note on S.t/ and the zeros of the Riemann zeta-function, Bull. Lond. Math. Soc. 39 (007), MR 008f:097 Zbl [6] D. R. HEATH-BROWN, Fractional moments of the Riemann zeta function, J. London Math. Soc. 4 (98), MR 8h:005 Zbl [7], Fractional moments of the Riemann zeta-function, II, Quart. J. Math. Oxford Ser. 44 (993), MR 94b:08 Zbl [8] M. JUTILA, On the value distribution of the zeta function on the critical line, Bull. London Math. Soc. 5 (983), MR 84j:0049 Zbl [9] N. M. KATZ and P. SARNAK, Random Matrices, Frobenius Eigenvalues, and Monodromy, AMS Colloq. Publ. 45, Amer. Math. Soc., Providence, RI, 999. MR 000b:070 Zbl [0] J. P. KEATING and N. C. SNAITH, Random matrix theory and L-functions at s D =, Comm. Math. Phys. 4 (000), 9 0. MR 00c:08 Zbl [], Random matrix theory and.= C it/, Comm. Math. Phys. 4 (000), MR 00c:07 Zbl [] K. RAMACHANDRA, Some remarks on the mean value of the Riemann zeta function and other Dirichlet series. I, Hardy-Ramanujan J. (978), 5pp. MR 8f:0054a Zbl [3] K. RAMACHANDRA, Some remarks on the mean value of the Riemann zeta function and other Dirichlet series. II, Hardy-Ramanujan J. 3 (980), 4. MR 8f:0054b Zbl This is implied by the one level density conjectures of Katz and Sarnak [9].

15 MOMENTS OF THE RIEMANN ZETA FUNCTION 993 [4], Some remarks on the mean value of the Riemann zeta function and other Dirichlet series. III, Ann. Acad. Sci. Fenn. Ser. A I Math. 5 (980), MR 8f:0054c Zbl [5] K. RAMACHANDRA and A. SANKARANARAYANAN, On some theorems of Littlewood and Selberg. I, J. Number Theory 44 (993), 8 9. MR 94f:08 Zbl [6] Z. RUDNICK and K. SOUNDARARAJAN, Lower bounds for moments of L-functions, Proc. Natl. Acad. Sci. USA 0 (005), MR 006a:09 Zbl [7], Lower bounds for moments of L-functions: Symplectic and orthogonal examples, in Multiple Dirichlet Series, Automorphic Forms, and Analytic Number Theory (Bretton Woods, NH, 005) (S. FRIEDBERG, D. BUMP, D. GOLDFELD, and J. HOFFSTEIN, eds.), Proc. Sympos. Pure Math. 75, Amer. Math. Soc., Providence, RI, 006, pp MR 007k:45 Zbl [8] A. SELBERG, Contributions to the theory of the Riemann zeta-function, Arch. Math. Naturvid. 48 (946), MR 8,567e Zbl [9], Old and new conjectures and results about a class of Dirichlet series, in Proc. of the Amalfi Conference on Analytic Number Theory (Maiori, 989) (E. BOMBIERI, A. PERELLI, S. SALERNO, and U. ZANNIER, eds.), Univ. Salerno, Salerno, 99, pp MR 94f:085 Zbl [0] K. SOUNDARARAJAN, Mean-values of the Riemann zeta-function, Mathematika 4 (995), MR 96h:086 Zbl [], Extreme values of zeta and L-functions, Math. Ann. 34 (008), MR 455 Zbl [] E. C. TITCHMARSH, The Theory of the Riemann Zeta-Function, nd ed., Oxford University Press, New York, 986. MR 88c:049 Zbl (Received December 5, 006) address: ksound@math.stanford.edu STANFORD UNIERSITY, DEPARTMENT OF MATHEMATICS, 450 SERRA MALL, BUILDING 380, STANFORD, CA , UNITED STATES

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