In: Statistics and Probability
2. The following represents 50 test scores on an exam.
49, 48, 51, 50, 53, 52, 55, 54, 57, 56, 59, 58, 61, 60, 63, 62, 65, 64, 67, 66, 69, 68, 71, 70, 73, 72, 75, 74, 77, 76, 79, 78, 81, 80, 83, 82, 85, 84, 87, 86, 89, 88, 91, 90, 93, 92, 95, 94, 97, 96
a) Given that,
49, 48, 51, 50, 53, 52, 55, 54, 57, 56, 59, 58, 61, 60, 63, 62, 65, 64, 67, 66, 69, 68, 71, 70, 73, 72, 75, 74, 77, 76, 79, 78, 81, 80, 83, 82, 85, 84, 87, 86, 89, 88, 91, 90, 93, 92, 95, 94, 97, 96
a) for calculating median
Here, n=50
The given data is even
Sorted given data in ascending order,
48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97
Median =(50+1)/2=25.5th item
Thus, the median is the average of the 25th and 26th item. 25th and 26th items are 72 and 73
Thus the exact position of median is 25th and 26th value.
Median is (72+73)/2 = 72.5
Median will be –
Thus, the Median = 72.5
b) 67th percentile =?
Arrange the given data in ascending order:
48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97
Compute the position of pth percentile,
i=(p/100)×n
=(67/100)×50
i=33.5
Since index ii is not an integer, round up:
i= 34i = 34.
The percentile is at the position i= 34i= 34: it is 81.
Answer: the 67th percentile is 81.