Final answer:
Using Bayes' theorem and given statistics, the chance that a green-fanged alien seen on the way to the grocery store is a violent criminal is approximately 0.4854%.
Step-by-step explanation:
To calculate the probability that a green-fanged alien is a violent criminal, we will use the given statistics:
- Green-fanged aliens make up 18.7% of the population.
- 0.16% of the population are violent criminals.
- 57% of violent criminals are green-fanged aliens.
Now, we apply Bayes' theorem. The probability that a person is a violent criminal given they are a green-fanged alien (P(V|A)) is:
P(V|A) = P(A|V) * P(V) / P(A)
where:
- P(A|V) = probability a violent criminal is an alien = 57%
- P(V) = probability of being a violent criminal = 0.16%
- P(A) = probability of being an alien = 18.7%
Substituting these values in, we get:
P(V|A) = 0.57 * 0.0016 / 0.187 = 0.004854
We multiply this by 100 to get a percentage, so there is about a 0.4854% chance a green-fanged alien seen on the way to the grocery store is a violent criminal.