In this paper a stepwisc regression recursive algorithm for GMDH is presented. In this algorithm the intermediate variables, the structure of optimal partial polynomials, parameter estimation and prediction error are simultaneously determined. The recursive form given here can avoid much itera-tire computation, so it is more convenient to apply this algorithm to non-linear modelling compared with the existing algorithms, specially to multistep prediction modelling.