content as a measure of uncertainty. For example, learning that a one-in-a-million lottery ticket won provides far more information than learning it lost (See also Lottery mathematics.) This also establishes an intuitive connection to concepts like statistical dispersion; events that are far from the mean or typical outcome (and thus have low probability in many common distributions) have high self-information.

Relationship to log-odds

The

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