  In this paper we presented the modified algorithm for astrometric reduction
of the wide-field images. This algorithm is based on the iterative using of the
method of ordinary least squares (OLS) and statistical Student t-criterion. The
proposed algorithm provides the automatic selection of the most probabilistic
reduction model. This approach allows eliminating almost all systematic errors
that are caused by imperfections in the optical system of modern large
telescopes.
