P( + result given condition is present) [This is called the sensitivity of the test] P( - result given condition is present) [This is known as a false-negative]

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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  1. Diagnostic tests of medical conditions can have several types of results. The test result can be either positive (+) or negative (-).  A positive test result does not prove that the patient has the condition, additional medical tests may be required.  Consider a random sample of 200 patients.

 

Condition Present

Condition Absent

Row Total

Test Result +

110

20

130

Test Result -

20

50

70

Column Total

130

70

200

 

Assume the sample is representative of the entire population.  For a person selected at random, compute the following probabilities:

  1. P( + result given condition is present) [This is called the sensitivity of the test]
  2. P( - result given condition is present) [This is known as a false-negative]
  3. P( - result given condition is absent) [This is known as the specificity of a test]
  4. P( + result given condition is absent) [This is known as a false-positive]
  5. P( condition present AND positive result)
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