How does search engines treats sub-domains?

[Paul]

The root domain have some effect in the sub-domains but the sub-domains have no effect on the other sub-domains. They are considered totally as different sites unless they are penalized. For example google itself has many sub-domains but they are considered as separate sites such google adwords, analytics, adsense, gmail etc.