1935
Distribution
Functions and the Riemann Zeta Function
Borge Jessen; Aurel Wintner
Transactions of the American Mathematical Society, Vol. 38, No. 1. (Jul., 1935), pp. 48-88.
It is one of the first papers that
applied the probability theory to the theory of the Riemann zeta function.
Consider the factors in the Euler product. The logarithm of each of the factors
maps the vertical line
to a curve. The uniform distribution on a large interval on
the vertical line induces a distribution on the curve and therefore a
(singular) distribution on the plane. This is a distribution corresponding to 1
factor of the vector product.
Next we argue that linear
independence of
leads to an almost
independence of the distributions (here Jessen and Winther use the theory of
almost periodic functions) and consequently to the existence of the limit of
the partial sums of the distributions by the law of large numbers.
The key to making this idea more precise is the combination of the following theorems. They provide a substitute for the concept of independence:
Theorem 23: The vector
function x(t) possesses an asymptotic distribution function
if and only if the
mean value
exists and
holds uniformly in
every sphere
in
for any admissible
sequence of sets
. Then the characteristic function of
is
.
Theorem 28: If
, …,
are almost periodic
functions with independent moduli then the asymptotic distribution function of
is
, where
, …,
are the asymptotic
distribution functions of
, …,
respectively.