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Find Total Balls N Using Conditional and Joint Probability

A bag contains NN balls out of which 33 balls are white, 66 balls are green, and the remaining balls are blue. Assume that the balls are identical otherwise. Three balls are drawn randomly one after the other without replacement. For i=1,2,3i = 1, 2, 3, let Wi,GiW_i, G_i, and BiB_i denote the events that the ball drawn in the ithi^{\text{th}} draw is a white ball, green ball, and blue ball, respectively. If the probability P(W1G2B3)=25NP(W_1 \cap G_2 \cap B_3) = \frac{2}{5N} and the conditional probability P(B3W1G2)=29P(B_3 \mid W_1 \cap G_2) = \frac{2}{9}, then NN equals ________.

Official Numerical Answer11

Step-by-Step Solution

To find the total number of balls NN, we analyze the composition of the bag and the given probabilities.

1. Composition of the Bag:

  • Number of white balls = 33
  • Number of green balls = 66
  • Total number of balls = NN
  • Number of blue balls = N(3+6)=N9N - (3 + 6) = N - 9

Since three balls are drawn sequentially without replacement:

  • The probability of drawing a white ball in the first draw is: P(W1)=3NP(W_1) = \frac{3}{N}

  • The conditional probability of drawing a green ball in the second draw, given that the first ball drawn was white, is: P(G2W1)=6N1P(G_2 \mid W_1) = \frac{6}{N-1}

  • The conditional probability of drawing a blue ball in the third draw, given that the first ball was white and the second was green, is: P(B3W1G2)=N9N2P(B_3 \mid W_1 \cap G_2) = \frac{N-9}{N-2}


2. Finding NN using the Conditional Probability: We are given that: P(B3W1G2)=29P(B_3 \mid W_1 \cap G_2) = \frac{2}{9}

Substituting the expression for P(B3W1G2)P(B_3 \mid W_1 \cap G_2): N9N2=29\frac{N-9}{N-2} = \frac{2}{9}

Cross-multiplying to solve for NN: 9(N9)=2(N2)9(N - 9) = 2(N - 2) 9N81=2N49N - 81 = 2N - 4 7N=77    N=117N = 77 \implies N = 11


3. Verification using the Joint Probability: By the multiplication rule of probability, the joint probability is: P(W1G2B3)=P(W1G2)P(B3W1G2)P(W_1 \cap G_2 \cap B_3) = P(W_1 \cap G_2) \cdot P(B_3 \mid W_1 \cap G_2)

Since P(W1G2)=P(W1)P(G2W1)=3N6N1=18N(N1)P(W_1 \cap G_2) = P(W_1) \cdot P(G_2 \mid W_1) = \frac{3}{N} \cdot \frac{6}{N-1} = \frac{18}{N(N-1)}, we have: P(W1G2B3)=18N(N1)29=4N(N1)P(W_1 \cap G_2 \cap B_3) = \frac{18}{N(N-1)} \cdot \frac{2}{9} = \frac{4}{N(N-1)}

We are given that P(W1G2B3)=25NP(W_1 \cap G_2 \cap B_3) = \frac{2}{5N}. Equating the two expressions: 4N(N1)=25N\frac{4}{N(N-1)} = \frac{2}{5N}

Since N>0N > 0, we can cancel NN from both denominators: 4N1=25\frac{4}{N-1} = \frac{2}{5} 20=2(N1)20 = 2(N - 1) 10=N1    N=1110 = N - 1 \implies N = 11

Both conditions yield N=11N = 11.

Thus, the value of NN is 11.

Find Total Balls N Using Conditional and Joint Probability | Mathematics PYQ Solution - JEE Challenger