Let be the event of bag selection. The event of choosing the bag, say bag II, and the event of drawing a red ball are represented by and , respectively.
Also (drawing a red ball from bag I) =
And (drawing a red ball from bag II) =
Given that the ball in bag 1 is red, the probability of drawing it is .
By using Bayes’ theorem, we have: