Any text-to-speech system has a subsystem (duration system) that computes speech timing. How does one construct a duration system that accurately mimics natural speech? This paper discusses a particular type of data analysis method for the statistical analysis of natural speech durations, ordinal data analysis, and shows how it can be used for the construction of duration systems.