Bayes' Theorem

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Bayes' Theorem lets us update probabilities based on new information. Sweet!
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What would be the prior and the posterior in the second example? I'm having a hard time understanding what event separates these two definitions in multiple scenarios.

ShelbyMedlock
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2:36 should be the probability of testing negative given that you *do* have the illness

anutuyi