Is it formally correct to compare two separate models with different independent variables?
For instance in R a pseudo code would be something like:
AIC( lm( y ~ X ) )
vs.
AIC( lm( y ~ W ) )
(X
and W
cannot feature in the same model as for instance lm( y ~ X*W )
)