A Weighted Likelihood Approach Based on Statistical Data Depths

Claudio Agostinelli, Ayanendranath Basu, Giulia Bertagnolli +1

We propose a general approach to construct weighted likelihood estimating equations with the aim of obtaining robust parameter estimates. We modify the standard likelihood equation…