0--1 laws for regular conditional distributions

Details 0--1 laws for regular conditional distributions 0--1 laws for regular conditional distributions

2006-06-23

arxiv.org/abs/math/0606604v2

Annals of Probability 2007, Vol. 35, No. 2, 649-662

Mathematics

Probability

Published at http://dx.doi.org/10.1214/009117906000000845 in the Annals of Probability (http://www.imstat.org/aop/) by the Ins

Scientific paper

10.1214/009117906000000845

Let $(\Omega,\mathcal{B},P)$ be a probability space, $\mathcal{A}\subset\mathcal{B}$ a sub-$\sigma$-field, and $\mu$ a regular conditional distribution for $P$ given $\mathcal{A}$. Necessary and sufficient conditions for $\mu(\omega)(A)$ to be 0--1, for all $A\in\mathcal{A}$ and $\omega\in A_0$, where $A_0\in\mathcal{A}$ and $P(A_0)=1$, are given. Such conditions apply, in particular, when $\mathcal{A}$ is a tail sub-$\sigma$-field. Let $H(\omega)$ denote the $\mathcal{A}$-atom including the point $\omega\in\Omega$. Necessary and sufficient conditions for $\mu(\omega)(H(\omega))$ to be 0--1, for all $\omega\in A_0$, are also given. If $(\Omega,\mathcal{B})$ is a standard space, the latter 0--1 law is true for various classically interesting sub-$\sigma$-fields $\mathcal{A}$, including tail, symmetric, invariant, as well as some sub-$\sigma$-fields connected with continuous time processes.

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