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The required answer in a Bayes' Theorem problem is often a probability of which form?

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Question

The required answer in a Bayes' Theorem problem is often a probability of which form?

Options

  • \[P(\text{observed event}\mid\text{cause})\]

  • \[P(\text{cause})+P(\text{observed event})\]

  • \[P(\text{cause}\mid\text{observed event})\]

  • \[P(\text{cause})P(\text{observed event})\]

MCQ
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Solution

The target is usually the probability of a cause conditional on an observed event. This is the reverse conditional probability represented by \[P(\text{cause}\mid\text{observed event})\].

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