Robust nonparametric estimations of the wind velocity functionals from minisodar measurements

摘要

A method of robust nonparametric estimations of wind velocity functionals and their confidence intervals is suggested inthe report that allows the estimations to be adapted depending on the initial functional distribution and outliers. It isshown that standard methods of data processing lead to considerable shift of location and low efficiency of theestimations in comparison with the nonparametric estimations of the weighed maximum likelihood method.