A Bit of Information Theory, and the Data Augmentation Algorithm Converges

Computer Science – Information Theory

Scientific paper

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Scientific paper

10.1109/TIT.2008.929918

The data augmentation (DA) algorithm is a simple and powerful tool in
statistical computing. In this note basic information theory is used to prove a
nontrivial convergence theorem for the DA algorithm.

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