Structural EM: Convergence Properties

Theorem: The SEM procedure converges in score:

The limit exists.

Theorem: Convergence point is a local maxima:

If Gn = G infinitely often, then, ?G, the limit of the parameters in the subsequence with structure G, is a stationary point in the parameter space of G.

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