Asymptotics of the Empirical Cross-over Function

Karthik Bharath, Vladimir Pozdnyakov, Dipak Dey

We consider a combination of heavily trimmed sums and sample quantiles which arises when examining properties of clustering criteria and prove limit theorems. The object of interes…