CLT Sample Size

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CLT Sample Size

Alexandra Chirilov-2

Dear Listers,

 

I have a pressing problem! Our client wants to test in a Central Location 5 products. His budget permits a sample of only 125 respondents.

 

5 products generate 120 different rotations. I can add another 5 rotations (extract randomly from this 120: 1 considering product A on first place, 1 considering product B on first place. 1 considering product C, 1 for product D and 1 for E). In this way, I will have exactly 125 rotations (120 unique) for exactly 125 respondents.

 

Is this method correct? I’m not so sure, because I consider that a minimum overlap is strongly necessarily! How can I reproduce the variance between groups if I don’t have enough cases per group?

 

I was thinking at another method: I can extract randomly from this 120 possible rotation a number of 25 rotations. In this way I assure an overlap (5 cases per 1 rotation).

 

What’s your opinion about this situation?       

Which is the best method?

 

 

Thanks a lot,

Alexandra