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You can chuck in a cutscene – a little video, rendered in the graphics engine, which plays like a short film – but that isn't the game because the interaction is removed.
If the treatment effect is significant and the covariate is significant, but the interaction is not significant (and the treatment and covariate effects remain when the interaction is removed), this means that there is an effect of body weight on intake or expenditure; on top of this, there is also a treatment effect.
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Subsequently, starting from the 2-way interactions, each nonsignificant interaction was removed at the time.
The data suggest that the two variables are independent, and interaction was removed from the model.
As no significant interaction effect was found (the intervention did not affect SDC and non-SDC differently), the interaction was removed from the model.
Control runs were exactly the same as experimental runs, except that the ecological interaction was removed at the beginning of the experimental generations.
All DE genes involved in the higher order A × G interaction were removed from the main effects of A and G lists.
Non-significant 2- and 3-way interactions, starting with the most non-significant 3-way interaction, were removed from the model one at a time using a backward stepwise elimination procedure.
Besides, any differentially expressed probe from any platform which could not be mapped to any Entrez gene ID or any gene does not appear in the list of miRNA-target gene interaction were removed.
Where an interaction term was found to be significant, cross-classified variables including most combinations of the categories of the two variables involved in the interaction were derived and included in the models (variables involved in the interaction were removed from the model).
There are 15,409 interactions in the original data, and after self-interacting protein interactions were removed, 15,129 interactions composed of 4,738 genes (proteins) remained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com