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Bjørn Kjos-Hanssen
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In other words, given a matrix $(p_{ij})$, is there a distribution on partitions of $[n]$ with the above property, and if so is there a way to sample from such distribution?

No; $ p_{1,2}=p_{1,3}=1$ implies $p_{2,3}=1$.

No; $ p_{1,2}=p_{1,3}=1$ implies $p_{2,3}=1$.

In other words, given a matrix $(p_{ij})$, is there a distribution on partitions of $[n]$ with the above property, and if so is there a way to sample from such distribution?

No; $ p_{1,2}=p_{1,3}=1$ implies $p_{2,3}=1$.

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Bjørn Kjos-Hanssen
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No; $ p_{1,2}=p_{1,3}=1$ implies $p_{2,3}=1$.