Someone who understands regression models (like me) will often say, ``oh well, ANOVA, that's just multiple regression where all the predictor variables are dummy variables!''. This is mathematically correct (and we will exploit this idea often!) but ANOVA modeling is much more than just running lm() with a bunch of dummy variables for X's.