How to automatically include all 2-way interactions in a glm model in R
RR Problem Overview
Suppose you are using R
and have data stored in a data frame, M
. Then I know that
g <- glm(Y ~ ., data=M)
will automatically fit a model where Y
is the dependent variables and all other columns of M
are the predictors. Is there an analogously simple way to additionally include every two way interaction?
R Solutions
Solution 1 - R
You can do two-way interactions simply using .*.
and arbitrary n-way interactions writing .^n
. formula(g)
will tell you the expanded version of the formula in each of these cases.