Suppose 97% of the population are law abiding citizens, and the remaining citizens break the law.If an innocent person is arrested, they have a 10% chance of confessing, whereas a guilty personconfesses 45% of the time. What is the probability that a person who confessed to a crime is guilty

Respuesta :

Answer:

12.22% probability that a person who confessed to a crime is guilty

Step-by-step explanation:

We use the conditional probability formula to solve this question. It is

[tex]P(B|A) = \frac{P(A \cap B)}{P(A)}[/tex]

In which

P(B|A) is the probability of event B happening, given that A happened.

[tex]P(A \cap B)[/tex] is the probability of both A and B happening.

P(A) is the probability of A happening.

In this question, we have that:

Event A: Confessing

Event B: Being guilty

Probability of confessing:

10% of 97%(non-guilty) or 45% of 3%(guilty). So

[tex]P(A) = 0.1*0.97 + 0.45*0.03 = 0.1105[/tex]

Confessing and being guilty:

3% are guilty, and of those, 45% confess. So

[tex]P(A \cap B) = 0.03*0.45 = 0.0135[/tex]

What is the probability that a person who confessed to a crime is guilty?

[tex]P(B|A) = \frac{P(A \cap B)}{P(A)} = \frac{0.0135}{0.1105} = 0.1222[/tex]

12.22% probability that a person who confessed to a crime is guilty