The modified stochastic algorithm is applicable when the E-step of an EM algorithm is intractable, and it is related to a deterministic algorithm that solves an unbiased estimating equation.

In many problems of maximum likelihood estimation, it is impossible to carry out either the E-step of the EM algorithm. The present paper introduces a gradient algorithm that is closely related to the ...