We show that the Kolmogorov distance allows to quantify memory effects in classical stochastic processes by studying the evolution of the singletime probability distribution. We further investigate the relation between the Kolmogorov distance and other sufficient but not necessary signatures of non- Markovianity within the classical setting.
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