We use recently calculated next-to-next-to-leading order (NNLO) anomalous dimension coefficients for the moments of the F2 structure function in eN scattering, together with the corresponding two-loop Wilson coefficients, to obtain improved QCD predictions for non-singlet structure function. The Jacobi polynomial method is used to parameterize parton distribution up to NNLO. Target mass corrections is also consider in our calculations. [ABSTRACT FROM AUTHOR]