Re: Mixed 2-way ANOVA
- From: Bruce Weaver <bweaver@xxxxxxxxxxxx>
- Date: Wed, 28 Sep 2005 10:20:37 -0400
Thom wrote:
Sample size depends on the effect size you want to be able to detect. A pilot study is used to estimate the effect size.* Unless you have another way to estimate the effect size (e.g., from previous research or because you know how big an effect with be of practical theoretical or clinical interest) there is not much point doing a power calculation.**
If the study involves placing participants at risk or has unpleasant consequences (relative to normal everday activities) you probably should abandon it. If not, and if other ethical requirements are met just collect the biggest sample you can given other constraints.
* though pilot studies tend to overestimate effect size. ** Some people might advise using canned effect sizes such as d = 0.5, but my personal view is that it is just a waste of time to use an arbitrary value.
Thom
Here's a short paper that reinforces Thom's point about using canned effect sizes.
http://www.stat.uiowa.edu/~rlenth/Power/2badHabits.pdf
-- Bruce Weaver bweaver@xxxxxxxxxxxx www.angelfire.com/wv/bwhomedir .
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