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I've been reading about Bayesian statistics and data analysis, and constantly see that $\text{posterior} \propto \text{prior} \ \times \text{likelihood}$. I'm familiar with fundamental probability and statistics, but I'm not sure how a likelihood function is different from probability distribution.

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marked as duplicate by user20160, jbowman, whuber distributions Jan 14 at 0:44

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