aggregate firm-level risk embodied by the stock return variance estimates of Goyal and Santa-Clara (2003). Controlling for this …. Market microstructure also explains the time-trend of aggregate firm-level volatility observed from 1962 to 1997 (Campbell …, Lettau, Malkiel, and Xu, 2001), and subsumes any relation between retail trading and future idiosyncratic volatility from …