Question

Difficulty: MediumCompound Events and Probability Laws

A candidate takes a two-stage driving examination consisting of a theoretical test followed by a practical test. The probability that the candidate passes the theoretical test is 0.750.75. If the candidate passes the theoretical test, the probability of passing the practical test is 0.800.80. However, if the candidate fails the theoretical test, the probability of passing the practical test is 0.200.20. What is the probability that the candidate passes exactly one of the two tests?

Answer: 0.2

Answer

The probability that the candidate passes exactly one of the two tests is 0.2.
To pass exactly one test, the candidate must either pass theory and fail practical (0.75×0.20=0.150.75 \times 0.20 = 0.15) or fail theory and pass practical (0.25×0.20=0.050.25 \times 0.20 = 0.05). Since these two outcomes cannot happen at the same time, their probabilities are added: 0.15+0.05=0.200.15 + 0.05 = 0.20.

Step-by-Step Solution

1
Calculate the probability of passing the theoretical test and failing the practical test.
P(TheoryPractical)=0.75×(10.80)=0.15P(\text{Theory} \cap \text{Practical}') = 0.75 \times (1 - 0.80) = 0.15
The probability of failing practical given passing theory is 10.80=0.201 - 0.80 = 0.20.
2
Calculate the probability of failing the theoretical test and passing the practical test.
P(TheoryPractical)=(10.75)×0.20=0.05P(\text{Theory}' \cap \text{Practical}) = (1 - 0.75) \times 0.20 = 0.05
The probability of failing theory is 10.75=0.251 - 0.75 = 0.25.
3
Sum the probabilities of the two mutually exclusive outcomes.
0.15+0.05=0.200.15 + 0.05 = 0.20
Passing exactly one test is the union of two disjoint compound events.

Key Concept

Compound probability laws and conditional independence structure in sequential events
Estimated Time:1m 30s
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