The Bayesian Doctor - Cntd.

• But doctors can do more. For example, they can take some observations.

• A reasonable observation is to perform a blood test.

• Suppose the possible results of the blood test are:

  = negative (no bacterial infection)
  
  = positive (infection)

• But blood tests can often fail. So let

(Sometimes called the class conditional probabilities.)

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