That should work, as long as the wireless keyboard/mouse don't require a download to work, the Surface RT has Bluetooth and a USB port.
You'll need to use one of these adapters for the monitor:
http://www.microsoft.com/Surface/en-US/accessories/more-accessories
You can go to this link to check compatibility of various wireless keyboards and mouses: