Performance of Some Resistant Rules for Outlier Labeling.

摘要

Contents: 1) Introduction; 2) A class of resistant rules; 3) Behavior for small gaussian samples; 4) Approximating the some-outside rate per sample; 5) Results for a family of heavier-tailed distributions; 6) Discussion; Appendix-Details of the approximation for B(k, n). Keywords: Bivariate normal distribution; chi square.