The least trimmed squares - Part I: Consistency
The consistency of the least trimmed squares estimator (see Rousseeuw [14] or Hampel et al. [8]) is proved under general conditions. The assumptions employed in paper are discussed in details to clarify the consequences for the applications.
the least trimmed squares consistency robust regression discussion of assumptions and of algorithm for evaluation of estimator