Given a finite set of integers , its sumset is $A+A:= {a_i+a_j \mid a_i,a_j\in A}|A+A|A\subset I_n = [0,n-1]n-1I_n$ is in with a fixed probability . Recently, Martin and O’Bryant studied the case in which and found a closed form for . Lazarev, Miller, and O’Bryant extended the result to find a numerical estimate for and bounds on the number of missing sums in , . Their primary tool was a graph-theoretic framework which we now generalize to provide a closed form for and for all $p\in (0,1)[|A+A|]m_{n,;,p}(k)$. We continue to investigate by studying $m_p(k) = \lim_{n\to\infty}m_{n,;,p}(k)$, proven to exist by Zhao. Lazarev, Miller, and O’Bryant proved that, for , . This distribution is not unimodal, and is said to have a “divot” at 7. We report results investigating this divot as varies, and through both theoretical and numerical analysis, prove that for there is a divot at ; that is, . Finally, we extend the graph-theoretic framework originally introduced by Lazarev, Miller, and O’Bryant to correlated sumsets where is correlated to by the probabilities and . We provide some preliminary results using the extension of this framework.

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