Kav S.

asked • 07/05/16

I have two set of data from two groups with same treatment regime. is correlation possible between two?

It is an experimental study where 10 rats are given same treatment. then they are divided in two groups, A and B. A is used in a set of study giving value for variable X. B is used in another study giving value for variable Y. Is there a possibility of finding correlation between X and Y? 
 
PS. X and Y have been found to be correlated where the same 10 rats gave vales for both variable X and Y.
 

1 Expert Answer

By:

Richard C. answered • 07/05/16

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Kav S.

Thankyou Richard for your reply. 
Could you please tell that is it statistically sound/correct to calculate correlation in these two groups. If yes, how? 
The data sheet is like:
Group      varX     
A             230         
A             210  
A             280
A             150
A             230
Group B    VarY
B              30
B              10
B              80
B              25
B              30
 
 
Please comment.
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07/06/16

Richard C.

Kav,
 
Even though you could generate a correlation coefficient for this data, it would not mean much.  Typically, correlation is calculated with ONE group using two variable measures (in this case X and Y).  An example would be "is there a significant correlation between age and blood pressure".  
 
The experiment posed in the problem could be viewed as an example of what's called a correlated group test if the two random groups (but the two groups are just subsets of the original group) were measured on the the SAME variable.  In the example I gave above, if a significant correlation between age and BP is found, then randomly assign the entire group to two treatment groups (A & B) and measure the effectiveness of each treatment on the dependent variable (say fatigue).  We'd use a correlated t-test to do this.
 
So, in summary, no, I don't think it makes sense to do the correlation in this case.
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07/06/16

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