Three-way vs. four-way replicate design [Power / Sample Size]
❝ [...] trivial question. I blame medical training, which is short both on
❝ mathematics and logic.
Well, you already made an important step! To quote Stephen Senn:
Statistics - A subject which most statisticians find difficult
but in which nearly all physicians are expert.
❝ If I were to run a four period replicate design study in n=24, this has the
❝ statistical power of a standard two-way design in n=48 (along with the added
❝ advantage of being able to apply wider limits using SABE). If I instead
❝ choose to run a three period replicate study with equivalent power, my
❝ understanding this should include n=36.
So far, so good.
❝ However, in this case the T/R comparison involves 36 sets of data, while
❝ the 4-period design involves 48 T/R comparisons.
Ha, tricky! In the 2×2 you have 48 T/R comparisons. But in a replicate design means of the repeated administrations are compared - in the 3-way 36 and in the 4-way 24. This averaging and the modified degrees of freedom of the variances involved lead to the same power.
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
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Helmut Schütz
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The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Three-way vs. four-way replicate design Dr Andrew Leary 2010-05-27 16:03
- Three-way vs. four-way replicate designHelmut 2010-05-27 16:28
- Three-way vs. four-way replicate design Dr Andrew Leary 2010-05-27 16:46
- Three-way vs. four-way replicate designHelmut 2010-05-27 16:28
