Edexcel S2 2018 June — Question 6 10 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
Year2018
SessionJune
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicCumulative distribution functions
TypeMulti-part piecewise CDF
DifficultyChallenging +1.2 This question requires understanding that mode corresponds to maximum of pdf (found by differentiating F(x) and setting to zero), then using continuity conditions at x=2 and F(4)=1 to find constants. While multi-step, it's a standard S2 exercise testing routine CDF/pdf relationships with straightforward calculus—more involved than basic recall but less demanding than problems requiring novel insight or complex problem-solving.
Spec5.03a Continuous random variables: pdf and cdf5.03e Find cdf: by integration5.03f Relate pdf-cdf: medians and percentiles

  1. The continuous random variable \(X\) has the following cumulative distribution function
$$\mathrm { F } ( x ) = \left\{ \begin{array} { c c } 0 & x \leqslant 1 \\ \frac { 4 } { 15 } ( x - 1 ) & 1 < x \leqslant 2 \\ k \left( \frac { a x ^ { 3 } } { 3 } - \frac { x ^ { 4 } } { 4 } \right) + b & 2 < x \leqslant 4 \\ 1 & x > 4 \end{array} \right.$$ where \(k , a\) and \(b\) are constants.
Given that the mode of \(X\) is \(\frac { 8 } { 3 }\)
  1. show that \(a = 4\)
  2. Find \(\mathrm { P } ( X < 2.5 )\) giving your answer to 3 significant figures.

Question 6:
Part (a):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(F'(x) = k(ax^2 - x^3)\)M1
\(F''(x) = k(2xa - 3x^2)\)M1
\(kx(2a - 3x) = 0\)
\(a = \frac{3}{2} \times \frac{8}{3}\) or \(2\times4 - 3\times\frac{8}{3} = 0\)M1d Dep on 1st B
\(a = 4\)*A1cso*
Part (b):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(F(2) = \frac{4}{15} \Rightarrow k\!\left(\frac{32}{3} - 4\right) + b = \frac{4}{15}\) or \(\frac{20}{3}k + b = \frac{4}{15}\)M1
\(F(4) = 1 \Rightarrow k\!\left(\frac{256}{3} - 64\right) + b = 1\) or \(\frac{64}{3}k + b = 1\)M1
\(\frac{44}{3}k = \frac{11}{15}\)M1dd Dep dep
\(k = \frac{1}{20}\) or \(b = -\frac{1}{15}\)A1
\(F(2.5) = \frac{1}{20}\!\left(\frac{4}{3}\times2.5^3 - \frac{2.5^4}{4}\right) + \left(-\frac{1}{15}\right)\)M1
\(= \frac{623}{1280}\) or \(0.4867\ldots\)A1cso awrt 0.487
Question (a):
AnswerMarks Guidance
Working/AnswerMark Guidance
Attempt to find \(F'(x)\), \(x^n \to x^{n-1}\)M1 Condone missing \(k\). Implied by correct \(F''(x)\)
Attempt to find \(F''(x)\), \(x^n \to x^{n-1}\)M1 Condone missing \(k\)
Putting "their \(2a - 3x'' = 0\)" and substituting \(x = 8/3\)M1d Dependent on 2nd M being awarded
Fully correct solution with no errors, including \(k\), no incorrect notationA1* cso
Question (b):
AnswerMarks Guidance
Working/AnswerMark Guidance
Form correct equation in terms of \(k\) and \(b\) using \(F(2) = \frac{4}{15}\)M1
Form correct equation in terms of \(k\) and \(b\) using \(F(4) = 1\)M1
Solve two equations simultaneously by eliminating either \(k\) or \(b\)M1dd Dependent on first two method marks
One of \(k\) or \(b\) correctA1
Alternative:
AnswerMarks Guidance
Working/AnswerMark Guidance
Use \(\frac{4}{15}\) and differentiate third line \(x^n \to x^{n-1}\), must have \(k\)M1
Use pdf equations with correct limits, adding and setting equal to 1M1
Implied by \(\left[\frac{4}{15}x\right]_1^2 + k\left[\frac{4x^3}{3} - \frac{x^4}{4}\right]_2^4 = 1\) or \(k\left[\frac{4x^3}{3} - \frac{x^4}{4}\right]_2^4 = \frac{11}{15}\)NB These first two marks implied by this expression
Correct integration and attempt to substitute limitsddM1 Dependent on previous method marks
\(k\) correctA1
Correct method for \(F(2.5)\) using values of \(k\) and \(b\), or with letters \(a\)(or 4), \(k\) and \(b\)M1 May be implied by correct answer, otherwise working must be shown
\(\dfrac{623}{1280}\) or awrt \(0.487\)A1cso All previous method marks must be awarded
Alternative for F(2.5):
AnswerMarks Guidance
Working/AnswerMark Guidance
Correct method for \(F(2.5)\) using value of \(k\), or letters \(a\)(or 4) and \(k\)M1 May be implied by correct answer, otherwise working must be shown
\(\dfrac{623}{1280}\) or awrt \(0.487\)A1cso All previous method marks must be awarded
# Question 6:

## Part (a):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $F'(x) = k(ax^2 - x^3)$ | M1 | |
| $F''(x) = k(2xa - 3x^2)$ | M1 | |
| $kx(2a - 3x) = 0$ | | |
| $a = \frac{3}{2} \times \frac{8}{3}$ or $2\times4 - 3\times\frac{8}{3} = 0$ | M1d | Dep on 1st B |
| $a = 4$* | A1cso* | |

## Part (b):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $F(2) = \frac{4}{15} \Rightarrow k\!\left(\frac{32}{3} - 4\right) + b = \frac{4}{15}$ or $\frac{20}{3}k + b = \frac{4}{15}$ | M1 | |
| $F(4) = 1 \Rightarrow k\!\left(\frac{256}{3} - 64\right) + b = 1$ or $\frac{64}{3}k + b = 1$ | M1 | |
| $\frac{44}{3}k = \frac{11}{15}$ | M1dd | Dep dep |
| $k = \frac{1}{20}$ or $b = -\frac{1}{15}$ | A1 | |
| $F(2.5) = \frac{1}{20}\!\left(\frac{4}{3}\times2.5^3 - \frac{2.5^4}{4}\right) + \left(-\frac{1}{15}\right)$ | M1 | |
| $= \frac{623}{1280}$ or $0.4867\ldots$ | A1cso | awrt 0.487 |

# Question (a):

| Working/Answer | Mark | Guidance |
|---|---|---|
| Attempt to find $F'(x)$, $x^n \to x^{n-1}$ | M1 | Condone missing $k$. Implied by correct $F''(x)$ |
| Attempt to find $F''(x)$, $x^n \to x^{n-1}$ | M1 | Condone missing $k$ |
| Putting "their $2a - 3x'' = 0$" and substituting $x = 8/3$ | M1d | Dependent on 2nd M being awarded |
| Fully correct solution with no errors, including $k$, no incorrect notation | A1* | cso |

---

# Question (b):

| Working/Answer | Mark | Guidance |
|---|---|---|
| Form correct equation in terms of $k$ and $b$ using $F(2) = \frac{4}{15}$ | M1 | |
| Form correct equation in terms of $k$ and $b$ using $F(4) = 1$ | M1 | |
| Solve two equations simultaneously by eliminating either $k$ or $b$ | M1dd | Dependent on first two method marks |
| One of $k$ or $b$ correct | A1 | |

**Alternative:**

| Working/Answer | Mark | Guidance |
|---|---|---|
| Use $\frac{4}{15}$ and differentiate third line $x^n \to x^{n-1}$, must have $k$ | M1 | |
| Use pdf equations with correct limits, adding and setting equal to 1 | M1 | |
| Implied by $\left[\frac{4}{15}x\right]_1^2 + k\left[\frac{4x^3}{3} - \frac{x^4}{4}\right]_2^4 = 1$ or $k\left[\frac{4x^3}{3} - \frac{x^4}{4}\right]_2^4 = \frac{11}{15}$ | NB | These first two marks implied by this expression |
| Correct integration and attempt to substitute limits | ddM1 | Dependent on previous method marks |
| $k$ correct | A1 | |
| Correct method for $F(2.5)$ using values of $k$ and $b$, or with letters $a$(or 4), $k$ and $b$ | M1 | May be implied by correct answer, otherwise working must be shown |
| $\dfrac{623}{1280}$ or awrt $0.487$ | A1cso | All previous method marks must be awarded |

**Alternative for F(2.5):**

| Working/Answer | Mark | Guidance |
|---|---|---|
| Correct method for $F(2.5)$ using value of $k$, or letters $a$(or 4) and $k$ | M1 | May be implied by correct answer, otherwise working must be shown |
| $\dfrac{623}{1280}$ or awrt $0.487$ | A1cso | All previous method marks must be awarded |
\begin{enumerate}
  \item The continuous random variable $X$ has the following cumulative distribution function
\end{enumerate}

$$\mathrm { F } ( x ) = \left\{ \begin{array} { c c } 
0 & x \leqslant 1 \\
\frac { 4 } { 15 } ( x - 1 ) & 1 < x \leqslant 2 \\
k \left( \frac { a x ^ { 3 } } { 3 } - \frac { x ^ { 4 } } { 4 } \right) + b & 2 < x \leqslant 4 \\
1 & x > 4
\end{array} \right.$$

where $k , a$ and $b$ are constants.\\
Given that the mode of $X$ is $\frac { 8 } { 3 }$\\
(a) show that $a = 4$\\
(b) Find $\mathrm { P } ( X < 2.5 )$ giving your answer to 3 significant figures.\\

\hfill \mbox{\textit{Edexcel S2 2018 Q6 [10]}}