Kybernetika 42 no. 2, 181-202, 2006

The least trimmed squares. Part II: \sqrt{n}-consistency

Jan Ámos Víšek

Abstract:

$\sqrt{n}$-consistency of the least trimmed squares estimator is proved under general conditions. The proof is based on deriving the asymptotic linearity of normal equations.