Dempster et al. (1977) define a generalized EM algorithm (abbreviated as a GEM algorithm) as one in

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Dempster et al. (1977) define a generalized EM algorithm (abbreviated as a GEM algorithm) as one in which Q(θ(t+1)(t)) ≥(θ(t)(t)) Give reasons for believing that GEM algorithms converge to the posterior mode. 

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