Edexcel S1 2007 June — Question 7 13 marks

Exam BoardEdexcel
ModuleS1 (Statistics 1)
Year2007
SessionJune
Marks13
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Probability Distributions
TypeTwo unknowns from sum and expectation
DifficultyModerate -0.3 This is a standard S1 probability distribution question requiring routine application of formulas. Part (a) uses basic probability axioms (sum=1) and expectation definition to form simultaneous equations. Parts (b)-(f) involve straightforward substitution and application of standard variance/expectation formulas. While multi-part with 6 sections, each step is mechanical with no problem-solving insight required—slightly easier than average due to its highly procedural nature.
Spec2.04a Discrete probability distributions5.02b Expectation and variance: discrete random variables5.04a Linear combinations: E(aX+bY), Var(aX+bY)

7. The random variable \(X\) has probability distribution
\(x\)13579
\(\mathrm { P } ( X = x )\)0.2\(p\)0.2\(q\)0.15
  1. Given that \(\mathrm { E } ( X ) = 4.5\), write down two equations involving \(p\) and \(q\). Find
  2. the value of \(p\) and the value of \(q\),
  3. \(\mathrm { P } ( 4 < X \leqslant 7 )\). Given that \(\mathrm { E } \left( X ^ { 2 } \right) = 27.4\), find
  4. \(\operatorname { Var } ( X )\),
  5. \(\mathrm { E } ( 19 - 4 X )\),
  6. \(\operatorname { Var } ( 19 - 4 X )\).

Question 7:
Part (a):
AnswerMarks Guidance
WorkingMark Guidance
\(p + q = 0.45\)B1 \(0.55 + p + q = 1\) award B1; not seen award B0
\(\sum xP(X=x) = 4.5\)M1 \(0.2+3p+1+7q+1.35=4.5\) or equivalent
\(3p + 7q = 1.95\)A1 \(3p+7q+k=4.5\) award M1
Part (b):
AnswerMarks Guidance
WorkingMark Guidance
Attempt to solve equations in (a)M1 Must involve 2 linear equations in 2 unknowns
\(q = 0.15\)A1 Correct answers only for accuracy
\(p = 0.30\)A1 Correct answers with no working award 3/3
Part (c):
AnswerMarks Guidance
WorkingMark Guidance
\(P(4 < X < 7) = P(5) + P(7)\)M1
\(= 0.2 + q = 0.35\)A1\(\int\) Follow through accuracy mark for their \(q\), \(0 < q < 0.8\)
Part (d):
AnswerMarks Guidance
WorkingMark Guidance
\(\text{Var}(X) = E(X^2) - [E(X)]^2 = 27.4 - 4.5^2\)M1 Attempt to substitute given values only into correct formula
\(= 7.15\)A1 \(7.15\) seen award 2/2
Part (e):
AnswerMarks Guidance
WorkingMark Guidance
\(E(19-4X) = 19 - 4 \times 4.5 = 1\)B1
Part (f):
AnswerMarks Guidance
WorkingMark Guidance
\(\text{Var}(19-4X) = 16\text{Var}(X)\)M1 Accept 'invisible brackets' i.e. \(-4^2\ \text{Var}(X)\) provided answer positive
\(= 16 \times 7.15 = 114.4\)A1 Anything that rounds to \(114\)
## Question 7:

### Part (a):

| Working | Mark | Guidance |
|---------|------|----------|
| $p + q = 0.45$ | B1 | $0.55 + p + q = 1$ award B1; not seen award B0 |
| $\sum xP(X=x) = 4.5$ | M1 | $0.2+3p+1+7q+1.35=4.5$ or equivalent |
| $3p + 7q = 1.95$ | A1 | $3p+7q+k=4.5$ award M1 |

### Part (b):

| Working | Mark | Guidance |
|---------|------|----------|
| Attempt to solve equations in (a) | M1 | Must involve 2 linear equations in 2 unknowns |
| $q = 0.15$ | A1 | Correct answers only for accuracy |
| $p = 0.30$ | A1 | Correct answers with no working award 3/3 |

### Part (c):

| Working | Mark | Guidance |
|---------|------|----------|
| $P(4 < X < 7) = P(5) + P(7)$ | M1 | |
| $= 0.2 + q = 0.35$ | A1$\int$ | Follow through accuracy mark for their $q$, $0 < q < 0.8$ |

### Part (d):

| Working | Mark | Guidance |
|---------|------|----------|
| $\text{Var}(X) = E(X^2) - [E(X)]^2 = 27.4 - 4.5^2$ | M1 | Attempt to substitute given values only into correct formula |
| $= 7.15$ | A1 | $7.15$ seen award 2/2 |

### Part (e):

| Working | Mark | Guidance |
|---------|------|----------|
| $E(19-4X) = 19 - 4 \times 4.5 = 1$ | B1 | |

### Part (f):

| Working | Mark | Guidance |
|---------|------|----------|
| $\text{Var}(19-4X) = 16\text{Var}(X)$ | M1 | Accept 'invisible brackets' i.e. $-4^2\ \text{Var}(X)$ provided answer positive |
| $= 16 \times 7.15 = 114.4$ | A1 | Anything that rounds to $114$ |
7. The random variable $X$ has probability distribution

\begin{center}
\begin{tabular}{ | c | c | c | c | c | c | }
\hline
$x$ & 1 & 3 & 5 & 7 & 9 \\
\hline
$\mathrm { P } ( X = x )$ & 0.2 & $p$ & 0.2 & $q$ & 0.15 \\
\hline
\end{tabular}
\end{center}
\begin{enumerate}[label=(\alph*)]
\item Given that $\mathrm { E } ( X ) = 4.5$, write down two equations involving $p$ and $q$.

Find
\item the value of $p$ and the value of $q$,
\item $\mathrm { P } ( 4 < X \leqslant 7 )$.

Given that $\mathrm { E } \left( X ^ { 2 } \right) = 27.4$, find
\item $\operatorname { Var } ( X )$,
\item $\mathrm { E } ( 19 - 4 X )$,
\item $\operatorname { Var } ( 19 - 4 X )$.
\end{enumerate}

\hfill \mbox{\textit{Edexcel S1 2007 Q7 [13]}}