Mathematics – Probability
Scientific paper
2011-01-10
Mathematics
Probability
Scientific paper
Let $X$ be a stationary process with finite state-space $A$. Bressaud et al. recently provided a sufficient condition for the natural filtration of $X$ to be standard when $A$ has size 2. Their condition involves the conditional laws $p(\cdot|x)$ of $X_0$ conditionally on the whole past $(X_k)_{k \le -1}=x$ and controls the strength of the influence of the "old" past of the process on its present $X_0$. It involves the maximal gaps between $p(\cdot|x)$ and $p(\cdot|y)$ for infinite sequences $x$ and $y$ which coincide on their $n$ last terms. In this paper, we first show that a slightly stronger result holds for any finite state-space. Then, we provide sufficient conditions for standardness based on average gaps instead of maximal gaps.
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