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Probability question

2008 · Shift 2 · Q42
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  5. /2008 · Shift 2 · Q42

Probability question

2008 · Shift 2 · Q42

JEE AdvancedMathematicsProbabilityMCQ+3 / −1
An experiment has 10 equally likely outcomes. Let A and B be two non-empty events of the experiment. If A consists of 4 outcomes, the number of outcomes that B must have so that A and B are independent is :
  1. A
    2, 4 or 8
  2. B
    3, 6 or 9
  3. C
    4 or 8
  4. D
    5 or 10
View written solutionFree

Correct answer: D

Step-by-step Solution:

  1. Identify Given Information:

    • The experiment has 10 equally likely outcomes. Let the sample space be S. So, the total number of outcomes is n(S)=10n(S) = 10n(S)=10.
    • A and B are two non-empty events.
    • Event A consists of 4 outcomes, so n(A)=4n(A) = 4n(A)=4.
    • Events A and B are independent.
  2. Recall the Condition for Independence: Two events A and B are independent if and only if the probability of their intersection is the product of their individual probabilities: P(A∩B)=P(A)⋅P(B)P(A \cap B) = P(A) \cdot P(B)P(A∩B)=P(A)⋅P(B)

  3. Calculate the Probabilities:

    • The probability of event A is the ratio of the number of outcomes in A to the total number of outcomes: P(A)=n(A)n(S)=410=25P(A) = \frac{n(A)}{n(S)} = \frac{4}{10} = \frac{2}{5}P(A)=n(S)n(A)​=104​=52​
    • Let the number of outcomes in event B be kkk. Since B is a non-empty event, kkk must be an integer such that 1≤k≤101 \le k \le 101≤k≤10. The probability of event B is: P(B)=n(B)n(S)=k10P(B) = \frac{n(B)}{n(S)} = \frac{k}{10}P(B)=n(S)n(B)​=10k​
    • Let the number of outcomes in the intersection of A and B be mmm, so n(A∩B)=mn(A \cap B) = mn(A∩B)=m. The probability of the intersection is: P(A∩B)=n(A∩B)n(S)=m10P(A \cap B) = \frac{n(A \cap B)}{n(S)} = \frac{m}{10}P(A∩B)=n(S)n(A∩B)​=10m​
    • The number of outcomes in the intersection, mmm, must be an integer. Also, since A∩BA \cap BA∩B is a subset of both A and B, we must have 0≤m≤n(A)0 \le m \le n(A)0≤m≤n(A) and 0≤m≤n(B)0 \le m \le n(B)0≤m≤n(B). That is, 0≤m≤40 \le m \le 40≤m≤4 and 0≤m≤k0 \le m \le k0≤m≤k.
  4. Apply the Independence Formula: Substitute the probabilities into the independence equation: m10=(410)⋅(k10)\frac{m}{10} = \left( \frac{4}{10} \right) \cdot \left( \frac{k}{10} \right)10m​=(104​)⋅(10k​) m10=4k100\frac{m}{10} = \frac{4k}{100}10m​=1004k​ m=40k100=4k10=2k5m = \frac{40k}{100} = \frac{4k}{10} = \frac{2k}{5}m=10040k​=104k​=52k​

  5. Determine Possible Values for k: We have the equation m=2k5m = \frac{2k}{5}m=52k​.

    • Since mmm (the number of outcomes in A∩BA \cap BA∩B) must be an integer, 2k2k2k must be divisible by 5.
    • As 2 and 5 are prime to each other (co-prime), kkk must be a multiple of 5.
    • We know that kkk is the number of outcomes in event B, and 1≤k≤101 \le k \le 101≤k≤10. The multiples of 5 in this range are 5 and 10.
  6. Verify the Possible Values of k:

    • Case 1: k=5k = 5k=5 If n(B)=5n(B) = 5n(B)=5, then the number of outcomes in the intersection is: m=2(5)5=2m = \frac{2(5)}{5} = 2m=52(5)​=2 This is a valid integer. We must also check the subset conditions: m≤n(A)⇒2≤4m \le n(A) \Rightarrow 2 \le 4m≤n(A)⇒2≤4 (True) and m≤n(B)⇒2≤5m \le n(B) \Rightarrow 2 \le 5m≤n(B)⇒2≤5 (True). So, it is possible for B to have 5 outcomes.

    • Case 2: k=10k = 10k=10 If n(B)=10n(B) = 10n(B)=10, then the number of outcomes in the intersection is: m=2(10)5=4m = \frac{2(10)}{5} = 4m=52(10)​=4 This is a valid integer. We check the subset conditions: m≤n(A)⇒4≤4m \le n(A) \Rightarrow 4 \le 4m≤n(A)⇒4≤4 (True) and m≤n(B)⇒4≤10m \le n(B) \Rightarrow 4 \le 10m≤n(B)⇒4≤10 (True). So, it is possible for B to have 10 outcomes.

  7. Conclusion: The possible number of outcomes that event B must have is 5 or 10. This corresponds to option D.

Final Answer Selection:

The calculated possible values for the number of outcomes in B are 5 and 10. Comparing this with the given options: A: 2, 4 or 8 B: 3, 6 or 9 C: 4 or 8 D: 5 or 10

The correct option is D.

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