Unless you are cooking sausages in the oven at a high temperature, you do not need to cover your sausages in the oven. At 350 degrees F, the sausages will cook but aren't likely to splatter everywhere. Don't forget to line your pan with parchment paper for easy cleanup, and leave a little space between the sausages.