AQA Further Paper 3 Statistics 2022 June — Question 6 8 marks

Exam BoardAQA
ModuleFurther Paper 3 Statistics (Further Paper 3 Statistics)
Year2022
SessionJune
Marks8
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Random Variables
TypeProbability distributions with parameters
DifficultyStandard +0.3 Part (a) requires setting up and solving three simultaneous equations using standard probability axioms (sum=1, E(X)=1.2, Var(X)=0.56), which is routine for Further Maths students. Part (b) is a direct application of variance properties. This is a standard textbook exercise with no novel insight required, making it slightly easier than average.
Spec5.02a Discrete probability distributions: general5.02b Expectation and variance: discrete random variables5.04a Linear combinations: E(aX+bY), Var(aX+bY)

6 The discrete random variable \(X\) has probability distribution function $$\mathrm { P } ( X = x ) = \begin{cases} a & x = 0 \\ b & x = 1 \\ c & x = 2 \\ 0 & \text { otherwise } \end{cases}$$ where \(a , b\) and \(c\) are constants.
The mean of \(X\) is 1.2 and the variance of \(X\) is 0.56
6
  1. Deduce the values of \(a , b\) and \(c\) 6
  2. The continuous random variable \(Y\) is independent of \(X\) and has variance 15 Find \(\operatorname { Var } ( X - 2 Y - 11 )\) [0pt] [2 marks]

Question 6(a):
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(a + b + c = 1\)B1 (AO 3.1a) Translate into at least one correct equation; \(a+b+c=1\) may be implied by finding \(a\), \(b\), \(c\) which add to \(1\)
\(b + 2c = 1.2\)B1 (AO 1.1b) At least two correct equations
\(b + 4c - 1.2^2 = 0.56 \Rightarrow b + 4c = 2\)B1 (AO 1.1b) Three correct equations
Attempts to find a value for one of \(a\), \(b\) or \(c\)M1 (AO 1.1a) Attempts to solve simultaneous equations
One correct value from \(a\), \(b\), \(c\)A1 (AO 1.1b)
\(a = 0.2,\ b = 0.4,\ c = 0.4\)A1 (AO 2.2a) Deduces all three correct values
Question 6(b):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\text{Var}(X - 2Y - 11) = \text{Var}(X) + 2^2\text{Var}(Y)\)M1 (1.1a) Use the formula \(\text{Var}(X-2Y-11) = \text{Var}(X) + 2^2\text{Var}(Y)\) to obtain \(0.56 + 2^2 \times 15\). Condone one slip leading to either using \(\text{Var}(X) + 2\text{Var}(Y)\) or \(\text{Var}(X) - 2^2\text{Var}(Y)\)
\(= 0.56 + 2^2 \times 15 = 60.56\)A1 (1.1b) Correct value of \(\text{Var}(X - 2Y - 11)\)
## Question 6(a):

| Answer/Working | Marks | Guidance |
|---|---|---|
| $a + b + c = 1$ | B1 (AO 3.1a) | Translate into at least one correct equation; $a+b+c=1$ may be implied by finding $a$, $b$, $c$ which add to $1$ |
| $b + 2c = 1.2$ | B1 (AO 1.1b) | At least two correct equations |
| $b + 4c - 1.2^2 = 0.56 \Rightarrow b + 4c = 2$ | B1 (AO 1.1b) | Three correct equations |
| Attempts to find a value for one of $a$, $b$ or $c$ | M1 (AO 1.1a) | Attempts to solve simultaneous equations |
| One correct value from $a$, $b$, $c$ | A1 (AO 1.1b) | |
| $a = 0.2,\ b = 0.4,\ c = 0.4$ | A1 (AO 2.2a) | Deduces all three correct values |

## Question 6(b):

| Answer/Working | Mark | Guidance |
|---|---|---|
| $\text{Var}(X - 2Y - 11) = \text{Var}(X) + 2^2\text{Var}(Y)$ | M1 (1.1a) | Use the formula $\text{Var}(X-2Y-11) = \text{Var}(X) + 2^2\text{Var}(Y)$ to obtain $0.56 + 2^2 \times 15$. Condone one slip leading to either using $\text{Var}(X) + 2\text{Var}(Y)$ or $\text{Var}(X) - 2^2\text{Var}(Y)$ |
| $= 0.56 + 2^2 \times 15 = 60.56$ | A1 (1.1b) | Correct value of $\text{Var}(X - 2Y - 11)$ |

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6 The discrete random variable $X$ has probability distribution function

$$\mathrm { P } ( X = x ) = \begin{cases} a & x = 0 \\ b & x = 1 \\ c & x = 2 \\ 0 & \text { otherwise } \end{cases}$$

where $a , b$ and $c$ are constants.\\
The mean of $X$ is 1.2 and the variance of $X$ is 0.56\\
6
\begin{enumerate}[label=(\alph*)]
\item Deduce the values of $a , b$ and $c$\\

6
\item The continuous random variable $Y$ is independent of $X$ and has variance 15

Find $\operatorname { Var } ( X - 2 Y - 11 )$\\[0pt]
[2 marks]
\end{enumerate}

\hfill \mbox{\textit{AQA Further Paper 3 Statistics 2022 Q6 [8]}}