Almost sure

The concept of an almost sure property relates to the concept of zero-probability event. Let [eq1]be the set of sample points omega in Omega that satisfy a property $\Phi $. Property $\Phi $ is an almost sure property if the set $F^{c}$ of all points that do not satisfy property $\Phi $ is included in a zero-probability event E, i.e.:[eq2]

A more articulated explanation of the term "almost sure" is provided in the lecture entitled Zero-probability events.

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