A Stability Framework for Parameter Selection in the Minimum Covariance Determinant Problem

Qiang Heng, Hui Shen, Kenneth Lange

The Minimum Covariance Determinant (MCD) method is a widely adopted tool for robust estimation and outlier detection. In this paper, we introduce MCD model selection based on the n…