Question

In: Statistics and Probability

Suppose there are three balls in a bag. One ball is black and two others are...

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.

Solutions

Expert Solution

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


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