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Based on figures 1, 2, 3, I wonder if it holds up in older adults

Yep, I had the same exact thoughts.

Would like to see the partial residuals plotted...

Are they over fitting their model? I cannot understand how we can look at a set of data like that, see that there are, perhaps, *maybe* some associations, and then make such serious conclusions from the stats.

Please sit down and let me walk you through the figures
n = 404 p = 0.003

I'm too dumb to understand how that math works.

It doesn’t. At least not in a way that’s, at best, misleading.
Perhaps if you sit some more…

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