Yes, just be sure to mark the bearing caps so they can be reassembled correctly. When the housing was manufactured, the caps were bolted on, and then the final machining was done, like main bearings on an engine block. It's important to keep that relationship correct to make sure the holes stay round and in proper alignment.
Jerry