Edexcel S2 2009 January — Question 2 9 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
Year2009
SessionJanuary
Marks9
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicContinuous Uniform Random Variables
TypeState or write down basic properties
DifficultyEasy -1.2 This is a straightforward S2 question testing basic knowledge of continuous uniform distributions. Parts (a) and (b) require only recall of the standard uniform PDF formula and its rectangular graph. Parts (c) and (d) involve routine calculations: E(X²) uses the standard integral formula, and the probability calculation is a simple rectangle area. No problem-solving insight or multi-step reasoning required—purely procedural application of memorized formulas.
Spec5.03a Continuous random variables: pdf and cdf5.03b Solve problems: using pdf5.03c Calculate mean/variance: by integration

The continuous random variable \(X\) is uniformly distributed over the interval \([-2, 7]\).
  1. Write down fully the probability density function f(x) of \(X\). [2]
  2. Sketch the probability density function f(x) of \(X\). [2]
Find
  1. E(\(X^2\)), [3]
  2. P(\(-0.2 < X < 0.6\)). [2]

Part (a)
AnswerMarks Guidance
\(f(x) = \begin{cases} \frac{1}{9} & -2 \leq x \leq 7 \\ 0 & \text{otherwise} \end{cases}\)B1, B1 (2 marks)
Part (b)
AnswerMarks Guidance
Correct rectangular distribution curve with height \(\frac{1}{9}\) and width from \(-2\) to \(7\)B1, B1 (2 marks)
Part (c)
AnswerMarks Guidance
\(E(X) = 2.5\), \(\text{Var}(X) = \frac{1}{12}(7+2)^2 = 6.75\) with bothB1
\(E(X^2) = \text{Var}(X) + E(X)^2 = 6.75 + 2.5^2 = 13\)M1, A1 (3 marks)
Alternative: \(\int_{-2}^{7} x^2 f(x)dx = \left[\frac{x^3}{27}\right]_{-2}^{7} = 13\) with attempt to integrate and use limits of -2 and 7B1, M1, A1 (3 marks)
Part (d)
AnswerMarks Guidance
\(P(-0.2 < X < 0.6) = \frac{1}{9} \times 0.8 = \frac{4}{45}\) or 0.0889 or equiv; awrt 0.089M1, A1 (2 marks)
## Part (a)
$f(x) = \begin{cases} \frac{1}{9} & -2 \leq x \leq 7 \\ 0 & \text{otherwise} \end{cases}$ | B1, B1 | (2 marks)

## Part (b)
Correct rectangular distribution curve with height $\frac{1}{9}$ and width from $-2$ to $7$ | B1, B1 | (2 marks)

## Part (c)
$E(X) = 2.5$, $\text{Var}(X) = \frac{1}{12}(7+2)^2 = 6.75$ with both | B1 |
$E(X^2) = \text{Var}(X) + E(X)^2 = 6.75 + 2.5^2 = 13$ | M1, A1 | (3 marks)

**Alternative:** $\int_{-2}^{7} x^2 f(x)dx = \left[\frac{x^3}{27}\right]_{-2}^{7} = 13$ with attempt to integrate and use limits of -2 and 7 | B1, M1, A1 | (3 marks)

## Part (d)
$P(-0.2 < X < 0.6) = \frac{1}{9} \times 0.8 = \frac{4}{45}$ or 0.0889 or equiv; awrt 0.089 | M1, A1 | (2 marks)

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The continuous random variable $X$ is uniformly distributed over the interval $[-2, 7]$.

\begin{enumerate}[label=(\alph*)]
\item Write down fully the probability density function f(x) of $X$. [2]
\item Sketch the probability density function f(x) of $X$. [2]
\end{enumerate}

Find
\begin{enumerate}[label=(\alph*)]
\setcounter{enumi}{2}
\item E($X^2$), [3]
\item P($-0.2 < X < 0.6$). [2]
\end{enumerate}

\hfill \mbox{\textit{Edexcel S2 2009 Q2 [9]}}