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Guidelines for presenting results of a statistical analysis in a research manuscript, presentation, or for general public.

16 votes

How should tiny $p$-values be reported? (and why does R put a minimum on 2.22e-16?)

Such extreme p-values occur more often in fields with very large amounts of data, such as genomics and process monitoring. In those cases, it's sometimes reported as -log10(p-value). See for example, …
xan's user avatar
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6 votes

How to visualize a fitted multiple regression model?

To visualize the model, rather than the data, JMP uses an interactive "profiler" plot. Here's a static view. And here's a link to a dynamic view. It's similar to your scatter plot idea and can be …
xan's user avatar
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