Given: A bag has 8 balls with some white and some black balls. 4 balls are drawn without replacement and the observed outcome is 2 white and 2 black.
Find: The probability that the bag originally had equal numbers of white and black balls.
Use Bayes' theorem. Let A be the event that the bag contains 4 white and 4 black balls, and let E be the event of drawing 2 white and 2 black balls.
From the solution, the possible valid bag compositions are:
- 2W6B
- 3W5B
- 4W4B
- 5W3B
- 6W2B
These are taken to be equally likely, so each has prior probability 51.
Now,
P(E∣W=w)=(48)(2w)(28−w)
In particular,
P(E∣A)=(48)(24)(24)=706×6=7036Using total probability,
P(E)=w=2∑6P(E∣W=w)P(W=w)
So,
P(E)=5(48)1[(22)(26)+(23)(25)+(24)(24)+(25)(23)+(26)(22)]Evaluate the terms:
(22)(26)=15,(23)(25)=30,(24)(24)=36,(25)(23)=30,(26)(22)=15
Hence,
P(E)=51⋅7015+30+36+30+15=51⋅70126Apply Bayes' theorem:
P(A∣E)=P(E)P(E∣A)P(A)=51⋅701267036⋅51
Cancelling common factors,
P(A∣E)=12636=72Therefore, the required probability is 72. The correct option is B.