Pre-U Pre-U 9795/2 2019 Specimen — Question 6 2 marks

Exam BoardPre-U
ModulePre-U 9795/2 (Pre-U Further Mathematics Paper 2)
Year2019
SessionSpecimen
Marks2
TopicContinuous Probability Distributions and Random Variables
TypeCalculate and compare mean, median, mode
DifficultyStandard +0.8 This is a substantial multi-part question requiring integration for the mean, differentiation for the mode, solving a quartic equation numerically, and interpreting results. While the techniques are standard Further Maths content, the combination of calculus, numerical methods, and interpretation across multiple parts elevates it above average difficulty.
Spec1.09d Newton-Raphson method5.03a Continuous random variables: pdf and cdf5.03b Solve problems: using pdf5.03e Find cdf: by integration5.03f Relate pdf-cdf: medians and percentiles

6 The lengths of time, in years, that sales representatives for a certain company keep their company cars may be modelled by the distribution with probability density function \(\mathrm { f } ( x )\), where $$f ( x ) = \left\{ \begin{array} { c c } \frac { 4 } { 27 } x ^ { 2 } ( 3 - x ) & 0 \leqslant x \leqslant 3 , \\ 0 & \text { otherwise } . \end{array} \right.$$
  1. Draw a sketch of this probability density function.
  2. Calculate the mean and the mode of \(X\).
  3. Comment briefly on the values obtained in part (b) in relation to the sketch in part (a).
  4. Show that the lower quartile \(\mathrm { Q } _ { 1 }\) of \(X\) satisfies the equation \(\mathrm { Q } _ { 1 } { } ^ { 4 } - 4 \mathrm { Q } _ { 1 } { } ^ { 3 } + 6.75 = 0\), and use an appropriate numerical method to find the value of \(\mathrm { Q } _ { 1 }\) correct to 2 decimal places, showing full details of your method.

Question 6(a)
Above \(x\)-axis between \((0, 0)\) to \((3, 0)\) [B1]
Correct concavity. (Do not condone parabolas) [B1]
Total: 2 marks
Question 6(b)
\(\mu = \dfrac{4}{27}\int_0^3 (3x^3 - x^4)\,dx\) (Limits required) [M1]
\(= \dfrac{4}{27}\left[\dfrac{3x^4}{4} - \dfrac{x^5}{5}\right]_0^3 = 1.8\) [A1A1]
\(f'(x) = \dfrac{4}{27}(6x - 3x^2) = 0\) [M1A1]
\(\Rightarrow x = 0, 2\) \(\therefore\) Mode \(= 2\) [A1]
Total: 6 marks
Question 6(c)
Mean less than mode in (b) matches negative skew in sketch. [B1]
Total: 1 mark
Question 6(d)
\(\left[\dfrac{4}{27}\left(x^3 - \dfrac{x^4}{4}\right)\right]_0^l = \dfrac{1}{4} \Rightarrow Q_1^4 - 4Q_1^3 + 6.75 = 0\) AG [B1]
Use e.g. \(Q_{1_{n+1}} = Q_{1_n} - \dfrac{Q_{1_n}^4 - 4Q_{1_n}^3 + 6.75}{4Q_{1_n}^3 - 12Q_{1_n}^2}\) or decimal search etc. [M1A1]
Convincingly obtain \(1.37\) [A1]
Total: 4 marks
**Question 6(a)**

Above $x$-axis between $(0, 0)$ to $(3, 0)$ [B1]

Correct concavity. (Do not condone parabolas) [B1]

**Total: 2 marks**

**Question 6(b)**

$\mu = \dfrac{4}{27}\int_0^3 (3x^3 - x^4)\,dx$ (Limits required) [M1]

$= \dfrac{4}{27}\left[\dfrac{3x^4}{4} - \dfrac{x^5}{5}\right]_0^3 = 1.8$ [A1A1]

$f'(x) = \dfrac{4}{27}(6x - 3x^2) = 0$ [M1A1]

$\Rightarrow x = 0, 2$ $\therefore$ Mode $= 2$ [A1]

**Total: 6 marks**

**Question 6(c)**

Mean less than mode in **(b)** matches negative skew in sketch. [B1]

**Total: 1 mark**

**Question 6(d)**

$\left[\dfrac{4}{27}\left(x^3 - \dfrac{x^4}{4}\right)\right]_0^l = \dfrac{1}{4} \Rightarrow Q_1^4 - 4Q_1^3 + 6.75 = 0$ **AG** [B1]

Use e.g. $Q_{1_{n+1}} = Q_{1_n} - \dfrac{Q_{1_n}^4 - 4Q_{1_n}^3 + 6.75}{4Q_{1_n}^3 - 12Q_{1_n}^2}$ or decimal search etc. [M1A1]

Convincingly obtain $1.37$ [A1]

**Total: 4 marks**
6 The lengths of time, in years, that sales representatives for a certain company keep their company cars may be modelled by the distribution with probability density function $\mathrm { f } ( x )$, where

$$f ( x ) = \left\{ \begin{array} { c c } 
\frac { 4 } { 27 } x ^ { 2 } ( 3 - x ) & 0 \leqslant x \leqslant 3 , \\
0 & \text { otherwise } .
\end{array} \right.$$
\begin{enumerate}[label=(\alph*)]
\item Draw a sketch of this probability density function.
\item Calculate the mean and the mode of $X$.
\item Comment briefly on the values obtained in part (b) in relation to the sketch in part (a).
\item Show that the lower quartile $\mathrm { Q } _ { 1 }$ of $X$ satisfies the equation $\mathrm { Q } _ { 1 } { } ^ { 4 } - 4 \mathrm { Q } _ { 1 } { } ^ { 3 } + 6.75 = 0$, and use an appropriate numerical method to find the value of $\mathrm { Q } _ { 1 }$ correct to 2 decimal places, showing full details of your method.
\end{enumerate}

\hfill \mbox{\textit{Pre-U Pre-U 9795/2 2019 Q6 [2]}}