Question

Difficulty: Very hardProbability of Independent, Dependent, and Mutually Exclusive Events

A container holds 5 red marbles, 4 blue marbles, and 3 green marbles. Two marbles are drawn sequentially at random without replacement. Let event AA be the event that at least one of the drawn marbles is red, and let event BB be the event that the second marble drawn is green. What is the conditional probability P(BA)P(B \mid A)?

  1. 16\frac{1}{6}Answer
  2. B
    14\frac{1}{4}
  3. C
    322\frac{3}{22}
  4. D
    319\frac{3}{19}
  5. E
    522\frac{5}{22}

Answer

The conditional probability P(BA)P(B \mid A) is 16\frac{1}{6}.
To find P(BA)P(B \mid A), we evaluate P(AB)P(A)\frac{P(A \cap B)}{P(A)}. The probability of at least one red marble P(A)P(A) is 1P(no red)=17×612×11=901321 - P(\text{no red}) = 1 - \frac{7 \times 6}{12 \times 11} = \frac{90}{132}. The intersection event ABA \cap B requires the second marble to be green and at least one marble to be red, which means the first marble must be red and the second green. The probability of this is 5×312×11=15132\frac{5 \times 3}{12 \times 11} = \frac{15}{132}. Taking the ratio 15/13290/132\frac{15/132}{90/132} yields 1590=16\frac{15}{90} = \frac{1}{6}.

Step-by-Step Solution

1
Calculate the total number of ordered outcomes and the probability of event A using the complementary event.
Total outcomes drawing 2 marbles from 12 without replacement is 12×11=13212 \times 11 = 132. The complement AcA^c (no red marbles selected from the 7 non-red marbles) has 7×6=427 \times 6 = 42 outcomes. Thus, P(Ac)=42132=722P(A^c) = \frac{42}{132} = \frac{7}{22}, which means P(A)=1722=1522=90132P(A) = 1 - \frac{7}{22} = \frac{15}{22} = \frac{90}{132}.
Using the complement rule is the most efficient way to compute 'at least one' probabilities.
2
Determine the intersection event ABA \cap B and calculate its probability.
Event BB specifies that the second marble is green. For event AA (at least one marble is red) to also occur, the first marble must be red. Thus, ABA \cap B is equivalent to 'the first marble is red AND the second marble is green'. The number of favorable outcomes is 5×3=155 \times 3 = 15. So P(AB)=15132P(A \cap B) = \frac{15}{132}.
Mutual exclusivity between red and green on the second draw simplifies the intersection logic.
3
Apply the conditional probability formula P(BA)=P(AB)P(A)P(B \mid A) = \frac{P(A \cap B)}{P(A)}.
P(BA)=1513290132=1590=16P(B \mid A) = \frac{\frac{15}{132}}{\frac{90}{132}} = \frac{15}{90} = \frac{1}{6}.
Evaluating the ratio yields the exact conditional probability requested.

Key Concept

Conditional Probability of Dependent Events
Estimated Time:3m 0s
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