CAIE S2 2017 November — Question 2 4 marks

Exam BoardCAIE
ModuleS2 (Statistics 2)
Year2017
SessionNovember
Marks4
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicApproximating Binomial to Normal Distribution
TypeOverbooking probability problems
DifficultyStandard +0.3 This is a straightforward application of normal approximation to binomial distribution. Students need to identify n=403, p=0.01, check validity conditions (np and nq both >5), calculate mean and variance, apply continuity correction for P(X<3), and use standard normal tables. While it requires multiple steps, each is routine for S2 level with no conceptual surprises or novel problem-solving required.
Spec2.04d Normal approximation to binomial

2 An airline has found that, on average, 1 in 100 passengers do not arrive for each flight, and that this occurs randomly. For one particular flight the airline always sells 403 seats. The plane only has room for 400 passengers, so the flight is overbooked if the number of passengers who do not arrive is less than 3 . Use a suitable approximation to find the probability that the flight is overbooked.

Question 2:
AnswerMarks Guidance
AnswerMark Guidance
PoissonB1 seen or implied
\(\lambda = 4.03\)B1 seen or implied
\(e^{-4.03}(1 + 4.03 + \frac{4.03^2}{2!})\)M1 any \(\lambda\); e.g. allow \(\lambda = 4\); no extra or missing terms
\(= 0.234\) (3 sf)A1
Total: 4
## Question 2:

| Answer | Mark | Guidance |
|--------|------|----------|
| Poisson | B1 | seen or implied |
| $\lambda = 4.03$ | B1 | seen or implied |
| $e^{-4.03}(1 + 4.03 + \frac{4.03^2}{2!})$ | M1 | any $\lambda$; e.g. allow $\lambda = 4$; no extra or missing terms |
| $= 0.234$ (3 sf) | A1 | |
| **Total: 4** | | |

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2 An airline has found that, on average, 1 in 100 passengers do not arrive for each flight, and that this occurs randomly. For one particular flight the airline always sells 403 seats. The plane only has room for 400 passengers, so the flight is overbooked if the number of passengers who do not arrive is less than 3 . Use a suitable approximation to find the probability that the flight is overbooked.\\

\hfill \mbox{\textit{CAIE S2 2017 Q2 [4]}}