A factor stochastic volatility model estimates the common component to estimates of the output gap produced by the … staff of the Federal Reserve, its time-varying volatility, and time-varying, horizon-specific forecast uncertainty. Output …. Increased macroeconomic uncertainty, as measured by the common factor's volatility, leads to persistent negative responses in …