Because accounting for the constraints on model parameters lead to more efficient and interpretable estimators.Therefore,constrained parameter problems arise in a variety of statistical applications.

• 本文考虑的是多元正态回归模型中参数在简单序约束，伞型序约束，递增的凸序约束条件下，用EM算法对参数给估计。