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For this you just have to compute the diff and its variance for each value of k, and gather them in a list or array for plotting. You can do this manually using a loop, but you can also use broadcasting operations to easily get a 2d array I above called "diff(k;n)" and compute the variance for each value of k in a single call to var().
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