The probability density function (PDF) of the quality factor Q of well-stirred mode tuned, source stirred, and mode stirred reverberation chambers (STRCs, SSRCs and MSRCs, respectively) is derived. The approach is based on the volumetric number of independent field samples, and a new physical model is introduced to estimate the ratio between the stored energy and the dissipated power, so that the stirring speed is taken into account for MSRCs. The ergodicity of the spatial-correlation function of the energy density in the chamber volume is initially assumed; in other words, the independent sample number of the energy density, which contributes to the Q, is assumed to initially be constant for each field distribution across the vo...