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Uniform distribution mod $1$ for sequences of ergodic sums and continued fractions

Albert M. Fisher, Xuan Zhang

TL;DR

The paper develops a coboundary-based criterion for when a sequence of ergodic sums $\mathcal{S}_n f$ is almost surely uniformly distributed mod $1$, using a circle skew product and Furstenberg-type ergodicity arguments. In the Gibbs-Markov setting, it provides verifiable conditions ensuring the coboundary obstruction cannot hold for natural observables, and applies this to observables related to continued fractions. As a key application, it shows that for almost every $x$, the sequence $\{\,\log q_n(x)\}$ is uniformly distributed mod $1$, which implies Benford behavior for the denominators $q_n(x)$ of continued fraction convergents; this extends known results beyond quadratic irrationals. The method yields a broader mechanism for Benford phenomena in dynamical settings and establishes concrete asymptotics for auxiliary quantities appearing in the approximation of $\log q_n(x)$.

Abstract

We establish a coboundary condition for a sequence of ergodic sums (i.e.~Birkhoff partial sums) to be almost surely uniformly distributed mod $1$. Applications are given when the sequence is generated by a Gibbs-Markov map. In particular, we show that for almost every real number, the sequence of denominators of the convergents of its continued fraction expansion satisfies Benford's law.

Uniform distribution mod $1$ for sequences of ergodic sums and continued fractions

TL;DR

The paper develops a coboundary-based criterion for when a sequence of ergodic sums is almost surely uniformly distributed mod , using a circle skew product and Furstenberg-type ergodicity arguments. In the Gibbs-Markov setting, it provides verifiable conditions ensuring the coboundary obstruction cannot hold for natural observables, and applies this to observables related to continued fractions. As a key application, it shows that for almost every , the sequence is uniformly distributed mod , which implies Benford behavior for the denominators of continued fraction convergents; this extends known results beyond quadratic irrationals. The method yields a broader mechanism for Benford phenomena in dynamical settings and establishes concrete asymptotics for auxiliary quantities appearing in the approximation of .

Abstract

We establish a coboundary condition for a sequence of ergodic sums (i.e.~Birkhoff partial sums) to be almost surely uniformly distributed mod . Applications are given when the sequence is generated by a Gibbs-Markov map. In particular, we show that for almost every real number, the sequence of denominators of the convergents of its continued fraction expansion satisfies Benford's law.
Paper Structure (4 sections, 9 theorems, 35 equations)

This paper contains 4 sections, 9 theorems, 35 equations.

Key Result

Theorem 1.1

$(q_n(x))_{n\in\mathbb N}$ is a Benford sequence for almost every $x$. Equivalently, $(\lg q_n(x))_{n\in\mathbb N}$ is u.d. mod $1$ for almost every $x$.

Theorems & Definitions (20)

  • Theorem 1.1
  • Theorem 2.1
  • proof
  • Proposition 2.2
  • proof
  • Definition 2.3
  • Proposition 2.4
  • proof
  • Proposition 3.1
  • proof
  • ...and 10 more