Abstract: On the basis of deducting the best linear unbiased estimation of stochastic parameters by applying the generalized matrix inverses,the generalized estimate formulas of filtering prediction and collocation etc.are obtained,the advantage being that the covariance matrix of the observations need not necessarily be full rank.Finally,a new method concerning the adjustment of free networks with stochastic parameters is given.