Refer to Example 2.26. Assume that the proportion of people in the community who have

Chapter 2, Problem 30

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QUESTION:

Refer to Example 2.26. Assume that the proportion of people in the community who have the disease is 0.05.

a. Given that the test is positive, what is the probability that the person has the disease?

b. Given that the test is negative, what is the probability that the person does not have the disease?

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QUESTION:

Refer to Example 2.26. Assume that the proportion of people in the community who have the disease is 0.05.

a. Given that the test is positive, what is the probability that the person has the disease?

b. Given that the test is negative, what is the probability that the person does not have the disease?

ANSWER:

Step 1 of 3

Given that,

Assume that the proportion of people in the community who have the disease is 0.05.

Also,

Example 2.26 provides the following information:

If a person has the disease, the probability that the test will produce a positive signal is 0.99. If a person does not have the disease, the probability that the test will produce a positive signal is 0.01.

Let:

D = Event that the person actually has the disease

= Event that the person has not the disease

TP = Event that the test results positive

TN = Even that the test results negative

So,

The provided information can be written as:

 

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