Uniform asymptotics for robust location estimates when the scale is unknown

Matias Salibian-Barrera, Ruben H. Zamar

Most asymptotic results for robust estimates rely on regularity conditions that are difficult to verify in practice. Moreover, these results apply to fixed distribution functions.…