Robust linear regression with broad distributions of errors

Eugene B. Postnikov, Igor M. Sokolov

We consider the problem of linear fitting of noisy data in the case of broad (say $\alpha$-stable) distributions of random impacts ("noise"), which can lack even the first moment. This…