Why is Domain Privacy important?

Every time a domain name is purchased, the registrar is required to collect the name and contact information, including the address, of the person who is buying it.  This information is then made publically available online.

I can, for example, go to a WhoIs website and obtain information about the owner of pretty much any website.

Unless, of course, they paid their registrar to keep this information private.