Explaining away is a common pattern of reasoning in which the connrma-tion of one cause of an observed or believed event reduces the need to invoke alternative causes. The opposite of explaining away also can occur, in which the connrmation of one cause increases belief in another. We provide a general qualitative probabilistic analysis of intercausal reasoning, and identify the property of the...