OCR MEI Further Statistics Major 2022 June — Question 6 11 marks

Exam BoardOCR MEI
ModuleFurther Statistics Major (Further Statistics Major)
Year2022
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicCentral limit theorem
TypeConfidence interval interpretation
DifficultyStandard +0.3 This is a straightforward confidence interval question testing standard procedures: calculating a CI from data, interpreting it, explaining the random sampling assumption, and working backwards from a given CI to find sample statistics. All parts involve routine application of formulas with no novel problem-solving or proof required. Slightly easier than average due to mechanical nature.
Spec2.01a Population and sample: terminology5.05d Confidence intervals: using normal distribution

  1. Determine a 95\% confidence interval for the mean weight of liquid paraffin in a tub.
  2. Explain whether the confidence interval supports the researcher's belief.
  3. Explain why the sample has to be random in order to construct the confidence interval.
    [0pt]
  4. A 95\% confidence interval for the mean weight in grams of another ingredient in the skin cream is [1.202, 1.398]. This confidence interval is based on a large sample and the unbiased estimate of the population variance calculated from the sample is 0.25 . Find each of the following.

Question 6:
AnswerMarks Guidance
6(a) DR
491.842
6050.3−
40
Est of pop variance =
39
2.63536
= =0.06757
39
Confidence interval is
12.296
1.96
0.06757 0.25994
× or ×
±
40 40
= 12.296 (12.215, 12.377)
12.296 (12.216, 12.376)
AnswerMarks
± 0.081 orM1
A1
B1
M1
M1
A1
AnswerMarks
[6]1.1
1.1
1.1
3.3
1.1
AnswerMarks
3.4Accept denominator of 40 rather than 39 for M1
Allow 0.676 Or sd = 0.25994
or seen anywhere
491.84
Accept t-value of 2.02
40
Accept based on t-distribution (12.213, 12.379)
Allow 12.22 to 12.38
AnswerMarks Guidance
6(b) AIt ldloowes support± t h0e.0 b8e0li e of rb ecause the confidence
interval does not contain 12.2E1
[1]3.5a Must be unassertive EG do not allow ‘the researcher is correct’
FT their interval
AnswerMarks Guidance
6(c) A random sample enables proper inference about the
population to be undertakenE1
[1]2.4 Do NOT allow ‘so that the distribution can be modelled by a
Normal…’ oe
AnswerMarks Guidance
6(d) Sample mean = 1.3
0.25
0.098=1.96×
n
AnswerMarks
Sample size = 100B1
M1
A1
AnswerMarks
[3]1.1
3.1b
AnswerMarks
1.1Do not allow M1 for 0.25 rather than
√0.25
Question 6:
6 | (a) | DR
491.842
6050.3−
40
Est of pop variance =
39
2.63536
= =0.06757
39
Confidence interval is
12.296
1.96
0.06757 0.25994
× or ×
±
40 40
= 12.296 (12.215, 12.377)
12.296 (12.216, 12.376)
± 0.081 or | M1
A1
B1
M1
M1
A1
[6] | 1.1
1.1
1.1
3.3
1.1
3.4 | Accept denominator of 40 rather than 39 for M1
Allow 0.676 Or sd = 0.25994
or seen anywhere
491.84
Accept t-value of 2.02
40
Accept based on t-distribution (12.213, 12.379)
Allow 12.22 to 12.38
6 | (b) | AIt ldloowes support± t h0e.0 b8e0li e of rb ecause the confidence
interval does not contain 12.2 | E1
[1] | 3.5a | Must be unassertive EG do not allow ‘the researcher is correct’
FT their interval
6 | (c) | A random sample enables proper inference about the
population to be undertaken | E1
[1] | 2.4 | Do NOT allow ‘so that the distribution can be modelled by a
Normal…’ oe
6 | (d) | Sample mean = 1.3
0.25
0.098=1.96×
n
Sample size = 100 | B1
M1
A1
[3] | 1.1
3.1b
1.1 | Do not allow M1 for 0.25 rather than
√0.25
\begin{enumerate}[label=(\alph*)]
\item Determine a 95\% confidence interval for the mean weight of liquid paraffin in a tub.
\item Explain whether the confidence interval supports the researcher's belief.
\item Explain why the sample has to be random in order to construct the confidence interval.\\[0pt]
\item A 95\% confidence interval for the mean weight in grams of another ingredient in the skin cream is [1.202, 1.398]. This confidence interval is based on a large sample and the unbiased estimate of the population variance calculated from the sample is 0.25 .

Find each of the following.

\begin{itemize}
  \item The mean of the sample
  \item The size of the sample
\end{itemize}
\end{enumerate}

\hfill \mbox{\textit{OCR MEI Further Statistics Major 2022 Q6 [11]}}