Illustrating extraordinary shocks causing trend breaks

► The Hodrick-Prescott filter is extended by assuming two kinds of trend system noise. ► One has a large variance causing trend breaks. ► The other has a small variance causing smooth movements in the trend. ► The number and location of trend breaks are determined by information criteria. ► Empirical and Monte Carlo studies show the efficacy of the proposed model.