Reference intervals are established and/or validated based on existing clinical data and exclusion criteria, such as diagnosis coding. A Reference Interval Test Engine is designed to statistically analyze large volumes of existing clinical lab test results to establish and evaluate reference intervals for specific population subgroups and/or to provide other applications.