Based on the linear regression model with stochastic regressors there is solved the problem of optimal pointwise prediction of the regressand and estimation of unknown parameters in view of four criteria. It is shown, that by using of outside information (inequalities in quadratic forms) the new predictions and estimations are better than some known standard solutions.