It was a heavily classified project, as evidenced by the enclosure to hide its shape. I don't think they would want to be flying it out of Burbank in plain view of everyone. Additionally, its first test flight occurred at Area 51, after this move, which is an ideal location for testing such things. Test flights near a city are probably not a good idea.