If I were starting out completely new, I wouldn't buy any of the PHB1, DMG1 or MM1. I would definitely go with the rest of the Essentials line. The 'Heroes' books, the DM Kit and the Monster Vault. Then to get the 'rest' of the Player material, I'd get a DDI subscription.
For Eberron...