BookmarkSubscribeRSS Feed
nodak
Fluorite | Level 6

I am trying to compare means of two groups.  The sample size for each group is small (between 9 and 15) and the sample size for each group is not the same.  I have been using proc ttest and looking at the satterthwaite correction p value. The variances are equal (normality is a little off), but I read somewhere that satterthwaite corrects for both variance issues as well as unequal sample sizes. I have also been using proc npar1way and looking at the Wilcoxon results, which I think weights by sample size as the default.  Am I on the right track?  Any advice is appreciated.  Thanks. 

2 REPLIES 2
ballardw
Super User

With samples that small I personally would lean heavily on the nonparametric approaches.

Reeza
Super User
Besides non-parametric, I would also be relying heavily on knowledge of the data and make sure to include confidence intervals.

SAS Innovate 2025: Call for Content

Are you ready for the spotlight? We're accepting content ideas for SAS Innovate 2025 to be held May 6-9 in Orlando, FL. The call is open until September 25. Read more here about why you should contribute and what is in it for you!

Submit your idea!

What is ANOVA?

ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.

Find more tutorials on the SAS Users YouTube channel.

Discussion stats
  • 2 replies
  • 2161 views
  • 0 likes
  • 3 in conversation