We have a box with 4 products, 3 first-grade and 1 second-grade. Two products are drawn sequentially without replacement. We want to find the conditional probability $P(B|A)$, where $A$ is the event that the first drawn product is first-grade and $B$ is the event that the second drawn product is first-grade.

Probability and StatisticsConditional ProbabilityProbabilityCombinatoricsWithout Replacement
2025/3/27

1. Problem Description

We have a box with 4 products, 3 first-grade and 1 second-grade. Two products are drawn sequentially without replacement. We want to find the conditional probability P(BA)P(B|A), where AA is the event that the first drawn product is first-grade and BB is the event that the second drawn product is first-grade.

2. Solution Steps

We want to calculate P(BA)P(B|A), which is the probability that the second product drawn is first-grade, given that the first product drawn was first-grade.
By definition of conditional probability:
P(BA)=P(AB)P(A)P(B|A) = \frac{P(A \cap B)}{P(A)}
First, let's find P(A)P(A). The probability that the first product drawn is first-grade is the number of first-grade products divided by the total number of products:
P(A)=34P(A) = \frac{3}{4}
Next, let's find P(AB)P(A \cap B). This is the probability that both the first and second products drawn are first-grade.
We can calculate this as follows:
P(AB)=P(A)P(BA)P(A \cap B) = P(A) \cdot P(B|A)
However, it can also be viewed as the probability of picking a first grade product first and then a first grade product second.
P(AB)=Number of ways to pick two first-grade productsNumber of ways to pick two productsP(A \cap B) = \frac{\text{Number of ways to pick two first-grade products}}{\text{Number of ways to pick two products}}
The number of ways to pick two first-grade products is 3/4×2/3=6/12=1/23/4 \times 2/3 = 6/12 = 1/2. We have three choices for the first product and then two choices for the second first grade product out of a total of four products initially and then three products after the first one is taken.
P(AB)=3423=612=12P(A \cap B) = \frac{3}{4} \cdot \frac{2}{3} = \frac{6}{12} = \frac{1}{2}
Now, we can compute P(BA)P(B|A):
P(BA)=P(AB)P(A)=1/23/4=1243=46=23P(B|A) = \frac{P(A \cap B)}{P(A)} = \frac{1/2}{3/4} = \frac{1}{2} \cdot \frac{4}{3} = \frac{4}{6} = \frac{2}{3}
Alternatively, given that the first product drawn was first-grade, there are now 3 products remaining in the box, 2 of which are first-grade and 1 of which is second-grade. Therefore, the probability that the second product drawn is first-grade is 23\frac{2}{3}.

3. Final Answer

The conditional probability P(BA)P(B|A) is 23\frac{2}{3}.

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