A Gradient Algorithm Locally Equivalent to the Em Algorithm
A Gradient Algorithm Locally Equivalent to the Em Algorithm
SUMMARY In many problems of maximum likelihood estimation, it is impossible to carry out either the E-step or the M-step of the EM algorithm. The present paper introduces a gradient algorithm that is closely related to the EM algorithm. This EM gradient algorithm approximately solves the M-step of the EM …