Question
Mathematics Question on Probability
Bag A contains 3 white, 7 red balls and bag B contains 3 white, 2 red balls. One bag is selected at random and a ball is drawn from it. The probability of drawing the ball from bag A, if the ball drawn is white, is:
A
41
B
91
C
31
D
103
Answer
31
Explanation
Solution
Define events: E1: Bag A is selected. E2: Bag B is selected. E: A white ball is drawn.
Calculate probabilities: Probability of selecting Bag A:
P(E1)=21
Probability of selecting Bag B:
P(E2)=21
Probability of drawing a white ball given Bag A is selected:
P(E∣E1)=103
Probability of drawing a white ball given Bag B is selected:
P(E∣E2)=53
Using Bayes’ theorem:
P(E1∣E)=P(E∣E1)×P(E1)+P(E∣E2)×P(E2)P(E∣E1)×P(E1)
Substituting values:
P(E1∣E)=103×21+53×21103×21
Simplify:
=203+103203=203+206203=93=31