The physical-statistical approach to the prediction of strong squalls on the basis of the output of regional hydrodynamic model of meteorologist Russia. Based on multivariate discriminant analysis of selected predictors established several methods for forecasting severe squalls, and presents the quality of the forecasts using these methods to the dependent sample. A physical interpretation of the predictive relationships.