I don't know about the bus but even the tour vans and cabs are not very expensive. This is a very small island, so they can't charge too much. If you want to spend time at the light house, get a cab to yourself if you can't do the bus. You do pay extra to enter the lighthouse, but still a nominal amount. Have fun!