Complex sentence: By this time, Bill and Martha fought all the time and she told him to stop drinking or move out so he moved out into a room in their pool house.
Split into simpler sentences: By this time, Bill and Martha fought all the time and she told him to stop drinking or move out. He then did move out into a room in their pool house.