In: Statistics and Probability
Suppose there are three balls in a bag. One ball is black and two others are white. Three people, A, B and C, will pick a ball in this order. Instead of deciding the winner by the first black ball, the person who picks the black ball for the second time will be the winner. For example, if A picks the black ball for his first pick, A is not the winner. He just returns it to the bag. And then if B picks the black ball, B will be the winner because that is the second time the black ball is picked. A will start this game again, followed by B and C in this order. Obtain the formulas for the probability of winning for each person A, B, and C and then get their numerical estimates.
Probability for A to winning the game
During his first turn A can pick a black ball or not pick a black ball
Case 1: A picks a black ball in his 1st attempt
Now for A to win, B and C should not pick up the black ball in their respective chances and A should pick up the black ball in the 2nd attempt
Probability that A picks a black ball in his 1st attempt = 1/3
Probability that B picks doesn't pick a black ball in his 1st attempt = 2/3
Probability that C picks doesn't pick a black ball in his 1st attempt = 2/3
Probability that A picks a black ball in his 2nd attempt = 1/3
So Probability that A will be the winner in Case 1 = 1/3 * 2/3 * 2/3 * 1/3
= 4 / 81
Case 2: A does not pick a black ball in his 1st attempt
Since A will not pick up a black ball in his 1st attempt, either B or C should pick up the black ball in their 1st attempt so then A can pick the black ball in his 2nd attempt
Case 2(a)
B picking a ball ball in his 1st attempt and C not picking a black ball
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B picks a black ball in his 1st attempt = 1/3
Probability that C doesn't pick a black ball in his 1st attempt = 2/3
Probability that A picks a black ball in his 2nd attempt = 1/3
So Probability that A will be the winner in Case 2a = 2/3 * 1/3 * 2/3 * 1/3
= 4 / 81
Case 2(b)
B picking a white ball in his 1st attempt and C picking a black ball
Probability that A will be the winner in Case 2b = 4/ 81 (probabilities will be same as that of case 2(a) with probabilities of B and C exhanging)
So total Probability that A will be the winner = 4/81 + 4/81 + 4/81 = 12/ 81 = 0.1481
Probability for B to winning the game
Case 1: A picks a black ball in his 1st attempt
B can pick up the ball in his 1st attempt and can win the game
Probability that A picks a black ball in his 1st attempt = 1/3
Probability that B picks a black ball in his 1st attempt = 1/3
So Probability that B will be the winner in Case 1 = 1/3 * 1/3 = 1/9
Case 2: A does not pick a black ball in his 1st attempt
Case 2a : B picks a black ball in his 1st attempt
B will win the game C ans A doesn't pick a black ball in their 1st and 2nd attempt respectively, B picks the black ball in his 2nd attempt
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B picks a black ball in his 1st attempt = 1/3
Probability that C doesn't pick a black ball in his 1st attempt = 2/3
Probability that A does not pick a black ball in his 2nd attempt = 2/3
Probability that B picks a black ball in his 2nd attempt = 1/3
So Probability that A will be the winner in Case 2a = 2/3 * 1/3 * 2/3 * 2/3 * 1/3
= 8/ 243
Case 2b : B doesn't picks a black ball in his 1st attempt
Since B will not pick up a black ball in his 1st attempt, either C or A should pick up the black ball in their 2nd and 1st attempt respectively so then B can pick the black ball in his 2nd attempt
Case 2b(i) C picking a black ball and A not picking black ball in his both attempts
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C picks a black ball in his 1st attempt = 1/3
Probability that A does not pick a black ball in his 2nd attempt = 2/3
Probability that B picks a black ball in his 2nd attempt = 1/3
So Probability that B wins = 8/ 243
Case 2b(ii) A picking a black ball in the 2nd attempt and C not picking black ball in his 1st attempt
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C doesn't pick a black ball in his 1st attempt = 2/3
Probability that A picks a black ball in his 2nd attempt = 1/3
Probability that B picks a black ball in his 2nd attempt = 1/3
So Probability that B wins = 8/ 243
So total probability that B wins the game = 1/9 + 3 * (8/243)
= 1/9 + 8/81
= 17/81 = 0.2099
Probability for C to winning the game
Case 1 : Either A or B picking a black ball in their 1st attempt and C picking the black ball in the 1st attempt
Case 1 (a)
A picks the black ball and B doesn't pick the black ball
Probability that A picks a black ball in his 1st attempt = 1/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C picks a black ball in his 1st attempt = 1/3
Probability that C wins the game = 2/27
Case 2 : Both A and B not picking a black ball in their 1st attempt and C picking the black ball in the 1st attempt
So Both A and B should not pick a black ball in their 2nd attempt too so C can pick the black in 2nd attempt and win the game
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C picks a black ball in his 1st attempt = 1/3
Probability that A does not pick a black ball in his 2nd attempt = 2/3
Probability that B doesn't pick a black ball in his 2nd attempt = 2/3
Probability that C picks a black ball in his 2nd attempt = 1/3
Probability that C wins the game = 2/3 * 2/3 * 1/3 * 2/3 * 2/3 * 1/3
= 16 / 729
Case 3 : A, B and C doesn't pick a black ball in their 1st attempt and either of A or B pick a black ball in 2nd attempt
Case 3a ; A picks a black ball in 2nd attempt and B doesn't pick a black ball in 2nd attempt
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C doesn't pick a black ball in his 1st attempt = 2/3
Probability that A picks a black ball in his 2nd attempt = 1/3
Probability that B doesn't pick a black ball in his 2nd attempt = 2/3
Probability that C picks a black ball in his 2nd attempt = 1/3
Probability that C wins the game = 2/3 * 2/3 * 2/3 * 1/3 * 2/3 * 1/3
= 16 / 729
Case 3b ; A doesn't picks a black ball in 2nd attempt and B picks a black ball in 2nd attempt
Probability that A doesn't pick a black ball in his 1st attempt = 2/3
Probability that B doesn't pick a black ball in his 1st attempt = 2/3
Probability that C doesn't pick a black ball in his 1st attempt = 2/3
Probability that A does't pick a black ball in his 2nd attempt = 2/3
Probability that B picks a black ball in his 2nd attempt = 1/3
Probability that C picks a black ball in his 2nd attempt = 1/3
Probability that C wins the game = 2/3 * 2/3 * 2/3 * 2/3 * 1/3 * 1/3
= 16 / 729
So total Probability that C wins the game = 2/27 + 3 * (16/729)
= 2/27 + 16/243
= 34/ 243
So total Probability that A will be the winner = 12/ 81 = 0.1481
So total probability that B wins the game = 17/81 = 0.2099
So total probability that C wins the game = 34/243 = 0.1399