MichaelW & PaulH say it very well, to which I hardily agree. Here's what is on the Bicycle Touring 101 website. Be sure to go on to the next page as well.
Me? I've got 700 x 35c on a '93 Trek 520 tucked under fenders, and they are well worth it.