Programming the statistical procedures from SAS

Testing Paired t-test Normality Assumptions

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Occasional Contributor
Posts: 8

Testing Paired t-test Normality Assumptions

I have a quick question about testing the assumption for paired t-tests that " The distribution of the differences in the dependent variable between the two related groups should be approximately normally distributed".

 

Say I have two groups one and two. The way I am supposed to do this is to create a new variable "diff=one-two"

then do..

 

Proc Univariate data=x normal;

qqplot  / Normal (mu=est sigma=est);

var diff;

run;

Is this correct?

 

Or do i use this instead to test normality?

var one two;

 

I interpreted it as I am supposed to test the normality of the differences between groups not each group.

Thanks!

 

 

Super User
Posts: 11,343

Re: Testing Paired t-test Normality Assumptions

Actually I'd probably use Proc Ttest. With ODS Graphics on the defaults will create some plots related to the distributions of differences. If I didn't see any problems then we're done.

 

Use the VAR Diff version. If you use two variables you will get separate results for each variable in Univariate.

Super User
Posts: 10,044

Re: Testing Paired t-test Normality Assumptions

I think both are equality. If both one and two are normal distribution, then dif=one-two  must be normal distribution. 
because dif is linear combination of normal distribution.


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