The second moment is a statistical measure that quantifies the variability or dispersion of a random variable around its mean. It is mathematically defined as the expected value of the square of the deviations of the variable from its mean, which helps in calculating the variance. Understanding the second moment is crucial as it provides insights into the spread and distribution shape of data, connecting directly to both expectation and variance in statistics.
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