The asymptotic theory of k-mean clustering is extended to stationary mixing processes, both σ-mixing and strong-mixing. In addition, a consistency result is obtained for non-identically distributed independent observations.
|Original language||English (US)|
|Number of pages||10|
|Journal||Statistics and Probability Letters|
|State||Published - Jan 1 1995|
All Science Journal Classification (ASJC) codes
- Statistics, Probability and Uncertainty
- Statistics and Probability