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The normalized cut is a popular graph partitioning measure for perceptual organization. Here, some approximate but explicit expressions are derived for the probability density function, cumulative distribution function and the moments of the normalized cut. A simple procedure is provided for computing the associated percentile points and hence the associated confidence intervals. Finally, an application is illustrated.