interactions Flashcards
categorical * continuous
slope of regression line between a continuous predictor and the outcome is different across levels of a categorical predictor
continuous * continuous
slope of regression line between a continuous predictor and the outcome changes as the values of a second continuous predictor change
- moderation
categorical * categorical
difference in the difference between groups across the levels of a second factor
what plotting of interaction is used for cat * cont and cont * cont
simple slopes
- regression of outcome y on a predictor x at specific values of interacting vairbale z
ordinal interaction
lines don’t cross within plausible range of x measure
rank order of one predictor maintained across levels of another predictor
more common in observational studies
disordinal interaction
lines do cross within plausible range of x measurement
rank order of one predictor is not maintained across levels of another predictor
most common in experimental work