OCR Further Statistics Specimen — Question 4 7 marks

Exam BoardOCR
ModuleFurther Statistics (Further Statistics)
SessionSpecimen
Marks7
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicWilcoxon tests
TypeWilcoxon matched-pairs signed-rank test
DifficultyStandard +0.3 This is a straightforward application of the Wilcoxon matched-pairs signed-rank test with clear paired data and small sample size (n=7). Students must calculate differences, rank absolute values, apply the test statistic, and compare to critical values from tables. Part (ii) requires basic understanding of test properties. While it involves multiple steps, it's a standard textbook procedure with no novel insight required, making it slightly easier than average for Further Maths statistics.
Spec5.07b Sign test: and Wilcoxon signed-rank

4 A psychologist investigated the scores of pairs of twins on an aptitude test. Seven pairs of twins were chosen randomly, and the scores are given in the following table.
Elder twin65376079394088
Younger twin58396162502684
  1. Carry out an appropriate Wilcoxon test at the \(10 \%\) significance level to investigate whether there is evidence of a difference in test scores between the elder and the younger of a pair of twins.
  2. Explain the advantage in this case of a Wilcoxon test over a sign test.

Question 4:
AnswerMarks Guidance
4(i) 7 2 1 17 11 14 4
4 2 1 7 6 5 3
+ – – + – + +
H :population median difference (cid:32)0
0
H :population median difference (cid:122)0
1
P(cid:32)4(cid:14)7(cid:14)5(cid:14)3(cid:32)19
Q(cid:32)1(cid:14)2(cid:14)6(cid:32)9
T (cid:32)8
T (cid:32)3; 8(cid:33)3
crit
Do not reject H . Insufficient evidence of a
0
AnswerMarks
difference in test scoresM1
B1
A1
A1
B1
A1FT
AnswerMarks
[6]1.1
2.5
3.3
3.4
1.1
2.2b
AnswerMarks
iCalculate differences, rank them and
attach signs
Hypothesescorrectly stated
n
e
P or Q correct
Both P and Q seen, T correct
m
Comparison with correct T
crit
Correct conclusion, in context,
acknowledge uncertainty
FT their T but not their T
AnswerMarks
critFollow through with correct
signs and ranks from incorrect
differences
SC3: Two-sample, max 3/6
AnswerMarks Guidance
4(ii) Uses magnitude of differences oe
B1
AnswerMarks Guidance
[1]3.5b
42 1
+
45.4431 0.3826

AnswerMarks Guidance
4(i)2 20

AnswerMarks Guidance
4(ii)0 0
Question 4:
4 | (i) | 7 2 1 17 11 14 4
4 2 1 7 6 5 3
+ – – + – + +
H :population median difference (cid:32)0
0
H :population median difference (cid:122)0
1
P(cid:32)4(cid:14)7(cid:14)5(cid:14)3(cid:32)19
Q(cid:32)1(cid:14)2(cid:14)6(cid:32)9
T (cid:32)8
T (cid:32)3; 8(cid:33)3
crit
Do not reject H . Insufficient evidence of a
0
difference in test scores | M1
B1
A1
A1
B1
A1FT
[6] | 1.1
2.5
3.3
3.4
1.1
2.2b
i | Calculate differences, rank them and
attach signs
Hypothesescorrectly stated
n
e
P or Q correct
Both P and Q seen, T correct
m
Comparison with correct T
crit
Correct conclusion, in context,
acknowledge uncertainty
FT their T but not their T
crit | Follow through with correct
signs and ranks from incorrect
differences
SC3: Two-sample, max 3/6
4 | (ii) | Uses magnitude of differences oe | c
B1
[1] | 3.5b
4 | 2 | 1 | 7 | 6 | 5 | 3
+ | – | – | + | – | + | +
4 | 5.4431 | 0.3826
--- 4(i) ---
4(i) | 2 | 20 | 2 | 6
--- 4(ii) ---
4(ii) | 0 | 0 | 01 | 1
4 A psychologist investigated the scores of pairs of twins on an aptitude test. Seven pairs of twins were chosen randomly, and the scores are given in the following table.

\begin{center}
\begin{tabular}{ | l | l | l | l | l | l | l | l | }
\hline
Elder twin & 65 & 37 & 60 & 79 & 39 & 40 & 88 \\
\hline
Younger twin & 58 & 39 & 61 & 62 & 50 & 26 & 84 \\
\hline
\end{tabular}
\end{center}

(i) Carry out an appropriate Wilcoxon test at the $10 \%$ significance level to investigate whether there is evidence of a difference in test scores between the elder and the younger of a pair of twins.\\
(ii) Explain the advantage in this case of a Wilcoxon test over a sign test.

\hfill \mbox{\textit{OCR Further Statistics  Q4 [7]}}