Example

• Simple network:

• P(X) assumed to be known

• Likelihood is a function of 2 parameters: P(Y=H|X=H), P(Y=H|X=T)

• Contour plots of log likelihood for different number of missing values of X (M = 8):

P(Y=H|X=H)

P(Y=H|X=T)

P(Y=H|X=T)

P(Y=H|X=T)

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