The casserole may also be baked in a 13 by 9-inch baking dish. The baking dish with the potatoes can be covered with plastic and refrigerated for up to 24 hours. When ready to bake, let the casserole sit at room temperature for 1 hour. Increase the baking time by 10 minutes.