WJEC Further Unit 5 Specimen — Question 5 10 marks

Exam BoardWJEC
ModuleFurther Unit 5 (Further Unit 5)
SessionSpecimen
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicT-tests (unknown variance)
TypeTwo-sample t-test equal variance
DifficultyStandard +0.3 This is a standard two-sample z-test with known population standard deviation. Students must state hypotheses, calculate sample means, apply the z-test formula, find a p-value, and interpret. While it's a Further Maths question requiring knowledge of hypothesis testing, it's a textbook application with no conceptual challenges—just careful arithmetic and table lookup. Slightly easier than average A-level difficulty overall.
Spec5.05c Hypothesis test: normal distribution for population mean

A new species of animal has been found on an uninhabited island. A zoologist wishes to investigate whether or not there is a difference in the mean weights of males and females of the species. She traps some of the animals and weighs them with the following results. \begin{align} \text{Males (kg)} &\quad 5.3, 4.6, 5.2, 4.5, 4.3, 5.5, 5.0, 4.8
\text{Females (kg)} &\quad 4.9, 5.0, 4.1, 4.6, 4.3, 5.3, 4.2, 4.5, 4.8, 4.9 \end{align} You may assume that these are random samples from normal populations with a common standard deviation of 0.5 kg.
  1. State suitable hypotheses for this investigation. [1]
  2. Determine the \(p\)-value of these results and state your conclusion in context. [9]

5(a)
AnswerMarks Guidance
\(H_0: \mu_d = \mu_F; H_1: \mu_d \neq \mu_F\)B1 AO3
5(b)
AnswerMarks Guidance
Let X = male weight, Y = female weight (\(\sum x = 39.2; \sum y = 46.6\))B1 AO1
\(\bar{x} = 4.9\)B1 AO1
\(\bar{y} = 4.66\)B1 AO1
\(\text{SE of diff of means} = \sqrt{\frac{0.5^2}{8} + \frac{0.5^2}{10}} = 0.237\ldots\)M1 AO2
\(\text{Test statistic} = \frac{4.9 - 4.66}{0.237\ldots} = 1.01\)m1 AO1
Prob from tables = 0.1562A1 AO1
A1AO1 From calculator, p-value = 0.3116
\(p\text{-value} = 0.3124\)B1 AO2
Insufficient evidence to conclude that there is a difference in mean weight between males and females.B1 AO3
[10]
## 5(a)
$H_0: \mu_d = \mu_F; H_1: \mu_d \neq \mu_F$ | B1 | AO3 |

## 5(b)
Let X = male weight, Y = female weight ($\sum x = 39.2; \sum y = 46.6$) | B1 | AO1 |
$\bar{x} = 4.9$ | B1 | AO1 |
$\bar{y} = 4.66$ | B1 | AO1 |
$\text{SE of diff of means} = \sqrt{\frac{0.5^2}{8} + \frac{0.5^2}{10}} = 0.237\ldots$ | M1 | AO2 |
$\text{Test statistic} = \frac{4.9 - 4.66}{0.237\ldots} = 1.01$ | m1 | AO1 | Award m0 if no working seen
Prob from tables = 0.1562 | A1 | AO1 | From calculator, prob = 0.1558; FT 'their' test statistic
| A1 | AO1 | From calculator, p-value = 0.3116
$p\text{-value} = 0.3124$ | B1 | AO2 | FT 'their' p-value
Insufficient evidence to conclude that there is a difference in mean weight between males and females. | B1 | AO3 |
| [10] | |
A new species of animal has been found on an uninhabited island. A zoologist wishes to investigate whether or not there is a difference in the mean weights of males and females of the species. She traps some of the animals and weighs them with the following results.

\begin{align}
\text{Males (kg)} &\quad 5.3, 4.6, 5.2, 4.5, 4.3, 5.5, 5.0, 4.8 \\
\text{Females (kg)} &\quad 4.9, 5.0, 4.1, 4.6, 4.3, 5.3, 4.2, 4.5, 4.8, 4.9
\end{align}

You may assume that these are random samples from normal populations with a common standard deviation of 0.5 kg.

\begin{enumerate}[label=(\alph*)]
\item State suitable hypotheses for this investigation. [1]

\item Determine the $p$-value of these results and state your conclusion in context. [9]
\end{enumerate}

\hfill \mbox{\textit{WJEC Further Unit 5  Q5 [10]}}