Calculate the rank correlation coefficient of the given problem

In summary, the conversation discusses a problem and solution related to correlation, specifically Spearman's rank correlation coefficient. The formula for this coefficient is questioned for its validity and there is a request for proofs and alternative solutions. It is also mentioned that the expression ##m^3-m## is derived from properties of the Uniform Distribution. The conversation concludes with a mention of other measures for rank correlation and a request for notes on the provided links.
  • #1
chwala
Gold Member
2,773
396
Homework Statement
See attached.
Relevant Equations
Spearman's rank correlation coefficient.
Find the problem and solution here; I am refreshing on this topic of Correlation.

1659967128371.png


The steps are pretty much clear..my question is on the given formula ##\textbf{R}##. Is it a generally and widely accepted formula or is it some form of improvised formula approach for repeated entries/data? How did they arrive at... ##m^3-m?## ... Any proofs? Supposing ##9## entries are repeated and ##1## entry is different would the formula still hold?
Are there other different ways of solving this particular problem?

Cheers...
 
Last edited:
  • Like
Likes THAUROS
Physics news on Phys.org
  • #2
chwala said:
Homework Statement:: See attached.
Relevant Equations:: Spearman's rank correlation coefficient.

Find the problem and solution here; I am refreshing on this topic of Correlation.

View attachment 305574

The steps are pretty much clear..my question is on the given formula ##\textbf{R}##. Is it a generally and widely accepted formula or is it some form of improvised formula approach for repeated entries/data? How did they arrive at... ##m^3-m?## ... Any proofs? Supposing ##9## entries are repeated and ##1## entry is different would the formula still hold?
Are there other different ways of solving this particular problem?

Cheers...
This just measures the degree to which the two rankings agree. There are other such measures:

https://en.wikipedia.org/wiki/Rank_correlation

https://en.wikipedia.org/wiki/Rank_correlation/Spearman%27sSpearman's ##\rho## as a particular caseEdit: I think the expression ##m^3 -m## comes from properties of the Uniform Distribution

Edit 2 : Per the article linked, this is the case, i.e., the expression ##m^3-m ## ad others are derived from the Uniform Distribution:
Ranks are just elements of permutations
of ##S_n## , the group of permutations of the elements in ##\{ 1,2,3,..n\} ##
 
Last edited:
  • Like
Likes THAUROS and chwala
  • #3
Thanks...let me look at the links and make some short notes. Cheers.
 
  • Like
Likes THAUROS and WWGD
Back
Top