| Exam Board | Edexcel |
|---|---|
| Module | S2 (Statistics 2) |
| Year | 2018 |
| Session | June |
| Marks | 10 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Cumulative distribution functions |
| Type | Multi-part piecewise CDF |
| Difficulty | Challenging +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. |
| Spec | 5.03a Continuous random variables: pdf and cdf5.03e Find cdf: by integration5.03f Relate pdf-cdf: medians and percentiles |
| Answer | Marks | Guidance |
|---|---|---|
| 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* |
| Answer | Marks | Guidance |
|---|---|---|
| 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 |
| Answer | Marks | Guidance |
|---|---|---|
| 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 |
| Answer | Marks | Guidance |
|---|---|---|
| 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 |
| Answer | Marks | Guidance |
|---|---|---|
| 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 |
| Answer | Marks | Guidance |
|---|---|---|
| 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 |
# 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]}}