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

3 votes

Report standard errors and exact p-value

The $p$ values are already a hairy subject, but I would trust them much less if there were no indicators of where that $p$ value came from. From my personal standpoint, you should always: List the ex …
Shawn Hemelstrand's user avatar
1 vote

Which model fit indices do you report from lavaan CFA for scale development?

To add to the pile here, there have been a number of recent simulation studies which have studied the properties of the typical fit indices in CFA which you may find useful to look at in addition to w …
Shawn Hemelstrand's user avatar
2 votes

Reporting Hierarchical Regression Results in Abstract

I assume that by hierarchical regression (HR), you mean this and not mixed models. As another commenter noted, there probably exist different conventions in different sciences for this. However, I thi …
Shawn Hemelstrand's user avatar
8 votes
Accepted

Reporting results from a GLMER

As Ben noted in the comments, there are no APA standards for reporting mixed models. … I would argue this part of reporting is one of the most essential, as taking one's word for it from a table alone isn't sufficient (particularly for seeing if a model is very misfit). …
Shawn Hemelstrand's user avatar