Assume the sample is representative of the entire population. For a person selected at random, compute the following probabilities: a. P(+│condition is present); this is known as the sensitivity of a test.  b. P(- │condition is absent); this is known as the specificity of a test.  c. P(condition is present and +); this is known as the predictive value of the test.

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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question 4

Diagnostic tests of medical conditions can have several types of results. The test result
can be positive or negative, whether or not a patient has the condition. A positive test (+)
indicates that the patient has the condition. A negative test (-) indicates that the patient
does not have the condition. Remember, a positive test does not prove that the patient has
the condition. Additional medical work may be required. Consider a random sample of
200 patients, some of whom have a medical condition, and some of whom do not. Results
of a new diagnostic test for the condition are shown.

  Condition is
present
Condition is absent total
Test result (+) 110 20 130
Test result (-) 20 50 70
total 130 70 200
       

Assume the sample is representative of the entire population. For a person selected at random,
compute the following probabilities:
a. P(+│condition is present); this is known as the sensitivity of a test. 
b. P(- │condition is absent); this is known as the specificity of a test. 
c. P(condition is present and +); this is known as the predictive value of the test.

 

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