Answer:
The probability is 0.245
Explanation:
Call B the event: Nathan is allergic to penicillin.
We know from your family history that
![P(B) = 0.75](https://img.qammunity.org/2020/formulas/mathematics/high-school/s1wtirrvgrow6ogobfxlrfgmp3y8lj7s6z.png)
So the probability that Nathan is not allergic to penicillin is
![P(\~B) = 1-P(B) = 0.25](https://img.qammunity.org/2020/formulas/mathematics/high-school/mdg2ygf9kb7yj7830by4seggv5kzsvxm4o.png)
Then, the test has 98% accuracy, that is: The probability that the test result is correct is 0.98.
So the probability that the test predicts that Nathan is not allergic and is not really allergic is:
![P = 0.25 * 0.98 = 0.245](https://img.qammunity.org/2020/formulas/mathematics/high-school/dk5b5rih10nzds4g3vdgi19ierw0h3qliv.png)
There is a 24.5% chance that Nathan is not allergic and the test predicts it