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The likelihood encoder with a random codebook is demonstrated as an effectivetool for source coding. Coupled with a soft covering lemma (associated withchannel resolvability), likelihood encoders yield simple achievability proofsfor known results, such as rate-distortion theory. They also produce atractable analysis for secure rate-distortion theory and strong coordination.

The Likelihood Encoder for Source Coding