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10 votes

How to Interpret Statistically Non-Significant Estimates and Rule Out Large Effects?

One thing that you may want to look at are equivalence tests (TOST). Here the standard way of running tests is reversed and you test the null hypothesis that an effect has a certain minimum size ...
Christian Hennig's user avatar
9 votes

How to Interpret Statistically Non-Significant Estimates and Rule Out Large Effects?

I agree with Christian Hennig's advice on equivalence tests (+1). In addition, I think it can be useful to do a power analysis for the minimum effect size that would be interesting/meaningful in your ...
mkt's user avatar
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3 votes

How to Interpret Statistically Non-Significant Estimates and Rule Out Large Effects?

Also agreeing with Christian Hennig's advice on equivalence tests (+1). Just pointing out here that you may not need to run any new test, compute any new p-value, or any such. You may very well ...
jginestet's user avatar
  • 3,292

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