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High Quality Content by WIKIPEDIA articles! High Quality Content by WIKIPEDIA articles! In probability theory and directional statistics, a wrapped probability distribution is a continuous probability distribution that describes data points that lie on a unit n-sphere. In one dimension, a wrapped distribution will consist of points on the unit circle. Any probability density function p( ) on the line can be "wrapped" around the circumference of a circle of unit radius.