  We propose a unified framework for random locations exhibiting some
probabilistic symmetries such as stationarity, self-similarity, etc. A theorem
of Noether's type is proved, which gives rise to a conservation law describing
the change of the density function of a random location as the interval of
interest changes. We also discuss the boundary and near boundary behavior of
the distributions of the random locations.
