This involves starting with an incomplete set of observations and using them to form a hypothesis that would explain the observations. Abductive reasoning involves identifying the simplest and most likely explanation for an observation even if it is incomplete. For example, if there is smoke coming from a room, it is abductive reasoning to assume there is a fire in the room.