Charlie is studying the time it takes members of his company to travel to the office - Edexcel - A-Level Maths Mechanics - Question 4 - 2018 - Paper 2
Question 4
Charlie is studying the time it takes members of his company to travel to the office. He stands by the door to the office from 08:40 to 08:50 one morning and asks wo... show full transcript
Worked Solution & Example Answer:Charlie is studying the time it takes members of his company to travel to the office - Edexcel - A-Level Maths Mechanics - Question 4 - 2018 - Paper 2
Step 1
State the sampling method Charlie used.
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Answer
Charlie used a convenience sampling method since he is asking the workers as they arrive at the office.
Step 2
State and briefly describe an alternative method of non-random sampling Charlie could have used to obtain a sample of 40 workers.
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Charlie could have used systematic sampling. In this method, he could select every nth worker arriving at the office during the observation period until he obtains a sample of 40 workers.
Step 3
State the data selection process Taruni used.
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Taruni used a complete enumeration method, where she asked every member of the company to report the time taken for their journey to the office.
Step 4
Write down the interquartile range for these data.
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The interquartile range (IQR) can be calculated as the difference between the third quartile (Q3) and the first quartile (Q1) values. Assuming Q3 = 70 and Q1 = 30, the IQR is calculated as follows:
IQR=Q3−Q1=70−30=40
Step 5
Calculate the mean and the standard deviation for these data.
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The mean can be calculated using the formula:
ar{x} = rac{ ext{Sum of values}}{n} = rac{4133}{95} \approx 43.06
For the standard deviation (SD), use the formula:
SD=extsqrt(n−1∑(xi−xˉ)2)
where ∑(xi2)=202294. The steps involved include calculating the variance first, which can then be squared to find the standard deviation.
Step 6
State, giving a reason, whether you would recommend using the mean and standard deviation or the median and interquartile range to describe the data.
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In this case, I would recommend using the median and interquartile range because the presence of outliers could significantly affect the mean and standard deviation, making them less representative of the dataset.
Step 7
Explain which two values Taruni must have changed and whether each of these values has increased or decreased.
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Taruni must have changed the maximum journey time and the minimum journey time based on the new information provided. The maximum journey time has decreased from 75 minutes to 35 minutes, indicating a reduction, while the minimum journey time has decreased from 60 minutes to 33 minutes, which also indicates a reduction.