Almost surely

In a probabilistic setting, a property is said to hold almost surely if the set of sample points for which the property is not satisfied is included in a zero-probability event. In symbols: [eq1]where Omega is the sample space, $F^{c}$ is the set of all points that do not satisfy property $\Phi $ and E is a zero-probability event.

The term "almost surely" is explained in more detail in the lecture entitled Zero-probability events.

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