Stock and Watson then allow the volatility of these two kinds of shocks, trend and temporary, to vary over time.
Stock and Watson find that the importance of the trend shocks relative to that of the temporary shocks started to rise at the end of the 1960s in the United States, peaked in the mid-1970s, stayed elevated over the next ten years, and then declined to a historical low (upper panel of figure 2).