We investigate a spectrum oligopoly where primary users allow secondary access in lieu of financial remuneration. Availabilities and transmission qualities of the licensed bands fluctuate randomly. Each primary seeks to select a price that will be attractive to the secondaries and also fetch adequate profits. A primary's selection will in general depend on its own channel availability and the quality of the available channel and also those of its competitors - she may only know the statistics of the latter. We analyze this price competition as a game. We prove the existence and uniqueness of Nash Equilibrium (NE) in the class of symmetric NE. we explicitly compute the unique symmetric NE and obtain key insights regarding its structure.