 For many important physical cases, it is possible to calculate averages directly over the whole of the thermodynamic ensemble, to obtain explicit formulas for many of the thermodynamic quantities of interest, often in terms of the appropriate partition function.The concept of an equilibrium or stationary ensemble is crucial to many applications of statistical ensembles.Although a mechanical system certainly evolves over time, the ensemble does not necessarily have to evolve.