Understanding Percentile Calculation: Confusion and Clarification

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SUMMARY

This discussion clarifies the confusion surrounding percentile calculations as presented in two different instructional videos. The first video accurately describes the calculation of the kth percentile, emphasizing that if the result is a whole number, the average of the current and next values should be used. In contrast, the second video incorrectly states that the 20th percentile corresponds to the 3rd number in a dataset of 10 numbers. The consensus is that definitions of percentiles can vary, and users should adhere to the definitions provided in their specific educational materials.

PREREQUISITES
  • Understanding of basic statistics concepts, including percentiles.
  • Familiarity with data sets and their organization.
  • Knowledge of mathematical averaging techniques.
  • Access to statistical resources, such as the Wikipedia article on percentiles.
NEXT STEPS
  • Review the Wikipedia article on percentiles for a comprehensive understanding of definitions.
  • Study different methods of calculating percentiles in statistical analysis.
  • Explore the implications of sample size on percentile calculations.
  • Investigate how different textbooks define and calculate percentiles.
USEFUL FOR

Students in statistics courses, educators teaching percentile calculations, and anyone seeking to clarify their understanding of statistical definitions and methods.

tzx9633

Homework Statement




I am confused between these 2 videos .

In the first videos , it's same as what i learned in pre-university education course .

When we are calculating kth percentile , the value that we get is whole number , then we need to the use (the value of the current number + value of the next number ) /2

Whereas in the 2nd video , when we are calulating the 20th percentile from 10 number , it's the 2nd number that represent 20% . So , the 20th percentile is the 3rd number , which make sense too .
Because percentile is defined as the percentage of data which is below the value

Homework Equations

The Attempt at a Solution


http://www.dummies.com/education/math/statistics/how-to-calculate-percentiles-in-statistics/

In this link , it's clear that the first video is correct .
I also learned this in pre-u courses . So , i think 2nd video is wrong .

Can someone clarify ?
 
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tzx9633 said:

Homework Statement




I am confused between these 2 videos .

In the first videos , it's same as what i learned in pre-university education course .

When we are calculating kth percentile , the value that we get is whole number , then we need to the use (the value of the current number + value of the next number ) /2

Whereas in the 2nd video , when we are calulating the 20th percentile from 10 number , it's the 2nd number that represent 20% . So , the 20th percentile is the 3rd number , which make sense too .
Because percentile is defined as the percentage of data which is below the value

Homework Equations

The Attempt at a Solution


http://www.dummies.com/education/math/statistics/how-to-calculate-percentiles-in-statistics/

In this link , it's clear that the first video is correct .
I also learned this in pre-u courses . So , i think 2nd video is wrong .

Can someone clarify ?


There are different "definitions" of percentile, and different books use may use different definitions. For example, the Wikipedia article
https://en.wikipedia.org/wiki/Percentile
states that
"There is no standard definition of percentile,[2][3][4] however all definitions yield similar results when the number of observations is very large and the probability distribution is continuous.[5] In the limit, as the sample size approaches infinity, the 100pth percentile (0<p<1) approximates the inverse of the cumulative distribution function (CDF) thus formed, evaluated at p, as p approximates the CDF. "

Which definition of percentile does your textbook (or course notes) use? That is the one you should use also.
 

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