CAIE S2 2023 June — Question 1 3 marks

Exam BoardCAIE
ModuleS2 (Statistics 2)
Year2023
SessionJune
Marks3
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicContinuous Probability Distributions and Random Variables
TypeFind expectation E(X)
DifficultyModerate -0.8 This is a straightforward application of the expectation formula E(X) = ∫xf(x)dx with a simple polynomial pdf. The integration is routine (integrating x(1-x²) = x - x³) with no tricks or complications, making it easier than average for A-level statistics questions.
Spec5.03c Calculate mean/variance: by integration

1 A random variable \(X\) has probability density function f , where $$f ( x ) = \begin{cases} \frac { 3 } { 2 } \left( 1 - x ^ { 2 } \right) & 0 \leqslant x \leqslant 1 \\ 0 & \text { otherwise } \end{cases}$$ Find \(\mathrm { E } ( X )\).

Question 1:
AnswerMarks Guidance
AnswerMarks Guidance
\(\frac{3}{2}\int_0^1(x-x^3)dx\)M1 Attempt to integrate \(xf(x)\); ignore limits.
\(=\frac{3}{2}\left[\frac{x^2}{2}-\frac{x^4}{4}\right]_0^1\)A1 Correct integration and limits.
\(=\frac{3}{8}\)A1
3
## Question 1:

| Answer | Marks | Guidance |
|--------|-------|----------|
| $\frac{3}{2}\int_0^1(x-x^3)dx$ | **M1** | Attempt to integrate $xf(x)$; ignore limits. |
| $=\frac{3}{2}\left[\frac{x^2}{2}-\frac{x^4}{4}\right]_0^1$ | **A1** | Correct integration and limits. |
| $=\frac{3}{8}$ | **A1** | |
| | **3** | |

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1 A random variable $X$ has probability density function f , where

$$f ( x ) = \begin{cases} \frac { 3 } { 2 } \left( 1 - x ^ { 2 } \right) & 0 \leqslant x \leqslant 1 \\ 0 & \text { otherwise } \end{cases}$$

Find $\mathrm { E } ( X )$.\\

\hfill \mbox{\textit{CAIE S2 2023 Q1 [3]}}