DEFINITIONS:
Percentiles are the values below which a certain percentage of the data in a data set is found.
The formula to calculate the percentile of a given data is:
![n=(P)/(100)* N](https://img.qammunity.org/2023/formulas/mathematics/college/n7m5rcfw6vbnvs07qfl32x3phq2pu8nk1v.png)
where N = number of values in the data set, P = percentile, and n = ordinal rank of a given value (with the values in the data set sorted from smallest to largest).
SOLUTION:
The total number of data provided in the table is 40. Hence, we have the following parameters:
![\begin{gathered} N=40 \\ P=34 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/p1l1uwehsq4dwebhw7omeqkrjbp6e7uy4c.png)
Therefore, we can calculate the rank to be:
![\begin{gathered} n=(34)/(100)*40 \\ n=0.34*40 \\ n=13.6 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/54x6w9mxreozvamr9hao74l32gkje60581.png)
. Let us take the scores corresponding to the 13 th and 14th values.
![\begin{gathered} 13th\Rightarrow24.9 \\ 14th\Rightarrow25.6 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/bbsdq2qlcxvcfe3ivkehy12c2qsbgv7y5b.png)
The integer part of the percentile will be the value of the 13th percentile: 24.9.
The decimal part will be calculated by finding the difference between the 13th and 14th positions, and multiplying this by the decimal:
![\begin{gathered} Difference\Rightarrow25.6-24.9=0.7 \\ Product\Rightarrow0.6*0.7=0.42 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/lo8wz5jujdn22ppqndj0yfrjxglky4xb6o.png)
Therefore, the 13.6th position will be:
![\Rightarrow24.9+0.42=25.32](https://img.qammunity.org/2023/formulas/mathematics/college/bbjiv818a9ouuroshu4oijlpcs4gptkgm6.png)
The 34th percentile approximately is 25.3