Data Science and A.I. : How to Calculate Percentiles Step-by-Step Guide

 

From the Following Data, Compute the Value of P27

Given Data

xi 0 1 2 3 4 5 6 7 8
fi 1 9 26 59 72 52 29 7 1

Solution

Percentile divides the dataset into 100 equal parts. To compute P27, we use the following formula:

Formula: P27 = 27N/100

Given N = 256 (total frequency), we have:

P27 = 27 x 256/100 = 69.12

Looking at the cumulative frequency (C.F.) table:

xi fi C.F.
0 1 1
1 9 10
2 26 36
3 59 95
4 72 167
5 52 219
6 29 248
7 7 255
8 1 256

The cumulative frequency just greater than 69.12 is 95, which corresponds to xi = 3.

Thus, P27 = 3.

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