Abstract
We consider the zeta distributions, which are discrete power law distributions that can be interpreted as the counterparts of the continuous Pareto distributions with a unit scale. The family of zeta distributions forms a discrete exponential family with normalizing constants expressed using the Riemann zeta function. We present several information-theoretic measures between zeta distributions, study their underlying information geometry, and compare the results with their continuous counterparts, the Pareto distributions.
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