When fitting the regression of on for two groups, we can estimate the slope and intercept within each group either by fitting two simple regressions or by fitting one multiple regression. If simple...

When fitting the regression of

on

for two groups, we can estimate the slope and intercept within each group either by fitting two simple regressions or by fitting one multiple regression. If simple regressions are so much easier to interpret, why combine them into one multiple regression?