Do you want to statistically remove the linear effects of
one or more covariates from the dependent variable?

Do you want to treat the relationships involving the covariate(s) as additive?

Do you want to treat the relationships among the variables as additive?

Nonadditivity can be represented within additive techniques by using a pattern variable or a product variable. Another possibility is to analyze subgroups separately