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Probability ranges from 0 (impossible) to 1 (certain), expressed as P(event) = favorable outcomes / total outcomes. For independent events, multiply probabilities: P(A and B) = P(A) × P(B). For mutually exclusive events, add them: P(A or B) = P(A) + P(B). Expected value = sum of (outcome × probability).