By using the coprime factorization theory, a stable controller is designed in the framework of nest algebras. The parametrization of all simultaneously stable controller is provided. By using the parametrization, the problem of simultaneously robust stabilization is studied, and the sufficient condition is given for the robust stabilization. Finally, a numerical example is given to explain the parametrization of the controllers, and numerical results show that the designed method is practical and effective.