The assumption of complexity seems to dominate much of anthropological thinking. This is clearly indicated by the frequency of use of complex multivariate statistics such as factor analysis. It is argued here that human behavior may often be much simpler than assumed and that the optimal approach to data analysis is to assume simplicity until demonstrated otherwise. It is also argued that when multivariate statistics are used, they are most effectively used in a deductive framework.