The 'Statistical Phase' refers to a distinct regime in a statistical system characterized by its macroscopic properties, emerging from the collective behavior of microscopic elements. Identifying and understanding statistical phases can aid in predicting system behaviors under various conditions and is crucial in fields such as thermodynamics and condensed matter physics.