I think it's best to leave a monitor on at all times. All modern monitors will go into low power mode which is safer than completely turning off.
As far as the computer goes - it's not necessary to leave it running 24/7, but I wouldn't recommend turning it off more than once a day...when you're sure that you're not going to use it again, shut down, otherwise, leave it up.
Slackmaster 2000