Algorithms for determination of the first four moments and the related standard deviations, as well as the asymmetry and excess coefficients of radial wind velocity components, measured with a Volna-3 sodar are described. In addition to point estimates, interval estimates of these parameters are calculated to characterize objectively the degree of reliability of the information obtained.