Learning Parameters from Incomplete Data

Complete data:

• Independent posteriors for ?X, ?Y|X=H and ?Y|X=T

Incomplete data:

• Posteriors can be interdependent

• Consequence:

  • ML parameters can not be computed separately for each multinomial
  • Posterior is not a product of independent posteriors

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