In this lesson, we briefly review the concept of sufficiency and quickly move to minimal sufficiency.  Following this is a brief discussion of ancillary statistics. We then focus on complete statistics. This lesson concludes with results that summarize the relationships between the three concepts of minimal sufficiency, ancillary, and complete.