The fourth moment of a random variable is a statistical measure that describes the degree of 'tailedness' or peakedness of its probability distribution. This moment is specifically calculated by taking the average of the fourth power of deviations from the mean, providing insight into the distribution's variability and potential outliers. Higher-order moments, including the fourth moment, help in understanding how a distribution behaves beyond just its mean and variance.
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