A method for testing an integrated circuit and analyzing test data. The method includes: defining a set of signal path selection criteria; selecting a subset of signal paths of an integrated circuit design, the selecting signal paths meeting the selection criteria; identifying pattern observation points for each signal path of the subset of signal paths; selecting a set of features associated with the integrated circuit design; applying a set of test patterns to one or more integrated circuit chips; determining failing signal paths of the subset of signal paths for each integrated circuit chip; mapping failing signal paths of the subset of signal paths to the set of features to generate a correspondence between the failing signal paths and the features; and analyzing the correspondence and identifying suspect features of the set of features based on the analyzing.