The number of small blocks in exchangeable random partitions

Suppose $Π$ is an exchangeable random partition of the positive integers and $Π_n$ is its restriction to $\{1, ..., n\}$. Let $K_n$ denote the number of blocks of $Π_n$, and let $K_{n,r}$ denote the number of blocks of $Π_n$ containing $r$ integers. We show that if $0 < α< 1$ and $K_n/(n^α \ell(n))$ converges in probability to $Γ(1-α)$, where $\ell$ is a slowly varying function, then $K_{n,r}/(n^α \ell(n))$ converges in probability to $αΓ(r - α)/r!$. This result was previously known when the convergence of $K_n/(n^α \ell(n))$ holds almost surely, but the result under the hypothesis of convergence in probability has significant implications for coalescent theory. We also show that a related conjecture for the case when $K_n$ grows only slightly slower than $n$ fails to be true.

No reviews yet.

No comments yet.