Based on historical data, three hospital trauma centers in ontario have 50, 30, and 20 percent of cases. the probability of a case resulting in a malpractice lawsuit in each of the three hospitals is .001,.005, and .008 respectively. if the malpractice suit is filled, what is the probability that it originated in hospital 1?

Respuesta :

The probability that if a malpractice suit is filed, it originated in hospital 1 = P(B1|A) =

To solve this problem we will use Baye's theorem which states

P(B1 |A) = P(A/B1)P(B1) / P(A|B1)P(B1) + P(A|B2)P(B2) + P(A|B3)P(B3)       (1)

where P(A|B) is the probability of event A occurring given that event B has already taken place.

Probability of hospital 1 having the case = P(B1) = 50

Probability of hospital 2 having the case = P(B2) = 30

Probability of hospital 3 having the case = P(B3) = 20

Probability of case resulting in malpractice in hospital 1= P(A/B1) =0.001

Probability of case resulting in malpractice in hospital 2= P(A/B2) =0.005

Probability of case resulting in malpractice in hospital 3= P(A/B3) =0.008

The probability that if a malpractice suit is filed, it originated in hospital 1 = P(B1|A)

Using equation (1)

P(B1|A) = (0.001)(50) / (0.001)(50) + (0.005)(30) + (0.008)(20)

          = 0.05 / ( 0.05 + 0.15 + 0.16 )

          = 0.05 / 0.36

          = 0.138

Problem based on Bayes's theorem

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