Maximum likelihood estimation for Gibbsian fields

This paper presents practical remarks and numerical results on maximum likelihood estimation algorithms for perfectly and imperfectly observed Gibbsian fields on a finite lattice. These remarks are preceded by the definition of the algorithms. In the appendix, consistency of maximum likelihood estimation is proved. Math. Reviews Classification: Primary:62F 10 Secondary:60G80.