Summary: Modal analysis is established as one of the fundamental strategies in approaching structural dynamic problems. Despite its universal appeal, it is fundamentally a linear theory and cannot be applied to significantly nonlinear systems without incurring substantial difficulties in implementation and interpretation of results. This paper documents a number of attempts to reconcile nonlinearity with modal analysis. Three main approaches are discussed, each of which is characterized by a different philosophy.