In: Statistics and Probability
Given the data set: 6, 19, 17, 23, 20, 10. Determine
(i). the percentile rank for each test score,
(ii). test score that corresponds to the 50th percentile.
Formula to calculate percentile rank is-
Where, clis the count of all scores less than the score of interest, N is the total number of values in the sample.
Lets first arrange data in increasing order - 6, 10, 17, 19, 20, 23
i) -
By using the formula for percentile, percentile rank for each score -
for 6 -
for 10-
for 17 -
for 19 -
for 20 -
for 23 -
ii) -
We have to calculate the score that corresponds to 50th percentile.
For this. we first rank the values in the data set in order from smallest to largest.
6 | 10 | 17 | 19 | 20 | 23 |
1 | 2 | 3 | 4 | 5 | 6 |
Now, we multiply 50% by N(total number of values in the sample) to get position of number.
So, position of number = 0.5(6) = 3
Hence, 50th percentile for the given scores is 17.