CAIE FP2 2017 Specimen — Question 10 OR

Exam BoardCAIE
ModuleFP2 (Further Pure Mathematics 2)
Year2017
SessionSpecimen
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicT-tests (unknown variance)
TypeTwo-sample t-test equal variance
DifficultyStandard +0.8 This is a Further Maths statistics question requiring two hypothesis tests: a two-sample t-test with pooled variance (requiring calculation of sample means, variances, and pooled standard deviation) and a one-sample t-test. While the procedures are standard, the multi-step calculations from summary statistics, correct identification of test types, and proper interpretation of results make this moderately challenging for A-level, though routine for Further Maths students who have practiced these techniques.
Spec5.05c Hypothesis test: normal distribution for population mean5.05d Confidence intervals: using normal distribution

A farmer \(A\) grows two types of potato plants, Royal and Majestic. A random sample of 10 Royal plants is taken and the potatoes from each plant are weighed. The total mass of potatoes on a plant is \(x \mathrm {~kg}\). The data are summarised as follows. $$\Sigma x = 42.0 \quad \Sigma x ^ { 2 } = 180.0$$ A random sample of 12 Majestic plants is taken. The total mass of potatoes on a plant is \(y \mathrm {~kg}\). The data are summarised as follows. $$\Sigma y = 57.6 \quad \Sigma y ^ { 2 } = 281.5$$
  1. Test, at the \(5 \%\) significance level, whether the population mean mass of potatoes from Royal plants is the same as the population mean mass of potatoes from Majestic plants. You may assume that both distributions are normal and you should state any additional assumption that you make.
    A neighbouring farmer \(B\) grows Crown potato plants. His plants produce 3.8 kg of potatoes per plant, on average. Farmer \(A\) claims that her Royal plants produce a higher mean mass of potatoes than Farmer \(B\) 's Crown plants.
  2. Test, at the \(5 \%\) significance level, whether Farmer \(A\) 's claim is justified.

A farmer $A$ grows two types of potato plants, Royal and Majestic. A random sample of 10 Royal plants is taken and the potatoes from each plant are weighed. The total mass of potatoes on a plant is $x \mathrm {~kg}$. The data are summarised as follows.

$$\Sigma x = 42.0 \quad \Sigma x ^ { 2 } = 180.0$$

A random sample of 12 Majestic plants is taken. The total mass of potatoes on a plant is $y \mathrm {~kg}$. The data are summarised as follows.

$$\Sigma y = 57.6 \quad \Sigma y ^ { 2 } = 281.5$$

(i) Test, at the $5 \%$ significance level, whether the population mean mass of potatoes from Royal plants is the same as the population mean mass of potatoes from Majestic plants. You may assume that both distributions are normal and you should state any additional assumption that you make.\\

A neighbouring farmer $B$ grows Crown potato plants. His plants produce 3.8 kg of potatoes per plant, on average. Farmer $A$ claims that her Royal plants produce a higher mean mass of potatoes than Farmer $B$ 's Crown plants.\\
(ii) Test, at the $5 \%$ significance level, whether Farmer $A$ 's claim is justified.\\

\hfill \mbox{\textit{CAIE FP2 2017 Q10 OR}}