The paper describes a new, logic-based methodology for analyzing observations. The key features of the Logical Analysis of Data (LAD) are the discovery of minimal sets of features necessary for explaining all observations, and the detection of hidden patterns in the data capable of distinguishing observations describing \positive" outcome events from \negative" outcome events. Combinations of s...