Adaptive m estimation of symmetric distribution location
Russell F. Kappenman · Communication in Statistics- Theory and Methods · 1986
An adaptive M esitmation procedure for using a random sample to estimate the location parameter of an unknown symmetric distribution is developed. The procedure may be applied to samples from distributions with tail lenghts at least as heavy as normal distribution tails. Simulation studies demonstrate the potential of the new estimator for producing good location estimates.