Keyword research before domain registration.

I want to want ask a very important question here. I found many webmaster doing keyword research before registering a domain. It also costs them few bucks. Do you think it is necessary? If yes how it helps.

Of course,simply because the search engines will consider keywords in domain names as a ranking factor