Assume that wrong-note events are independent events and that each note has the same error probability , with . Then their count has a binomial distribution. Choose the mistaken positions in ways and multiply the probabilities of the errors and correct notes:
The endpoint cases or are understood by continuity, giving deterministic counts. More than half means at least mistakes, so
The single-note error probability alone would not determine this count distribution if mistakes were correlated; independence is the additional standard modeling assumption.

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