Month: November 2020

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Comments on over-interpreting results, correlation and causation, and concluding remarks — “Ten common statistical mistakes…” #9-10

This week: the last of my commentaries on Makin and Orban de Xivry’s Common Statistical Mistakes! (Previous posts: #1-2, #3 , #4, #5, #6, #7, #8.) I’m lumping together comments on “Mistake #9” (Over-interpreting non-significant results) and “Mistake #10” (Correlation and causation), as well as concluding remarks, writing one long post instead of two or … Continue reading Comments on over-interpreting results, correlation and causation, and concluding remarks — “Ten common statistical mistakes…” #9-10

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Comments on “Failure to Correct for Multiple Comparisons” — “Ten common statistical mistakes…” #8

This week’s installment of comments on Makin and Orban de Xivry’s Common Statistical Mistakes deals with #8: Failure to Correct for Multiple Comparisons. (Previous posts: #1-2, #3 , #4, #5, #6, #7.) Makin and Orban de Xivry’s description is rather complex, but the error is a simple one. To illustrate: suppose we have a control … Continue reading Comments on “Failure to Correct for Multiple Comparisons” — “Ten common statistical mistakes…” #8

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Comments on “p-Hacking (Flexibility of Analysis)” — “Ten common statistical mistakes…” #7

This week’s commentary on Makin and Orban de Xivry’s Common Statistical Mistakes covers #7: Flexibility of Analysis: p-Hacking. (Previous posts: #1-2, #3 , #4, #5, #6.) I feel like this has been discussed ad nauseum,* yet the problem still exists. The issue is that flexibility in how one analyzes data, even seemingly innocuous flexibility, can … Continue reading Comments on “p-Hacking (Flexibility of Analysis)” — “Ten common statistical mistakes…” #7

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Comments on “Circular Analysis” — “Ten common statistical mistakes…” #6

Next in our series of commentaries on Makin and Orban de Xivry’s Common Statistical Mistakes, #6: Circular Analysis. (Previous posts: #1-2, #3 , #4, #5.) I was thinking of skipping this one entirely. It’s less dramatic than #5 or the upcoming #7, I’m not sure I fully understand the authors’ intent, and my seashore painting … Continue reading Comments on “Circular Analysis” — “Ten common statistical mistakes…” #6