This paper develops new estimates of flows into and out of unemployment that allow for unobserved heterogeneity across … workers as well as direct effects of unemployment duration on unemployment-exit probabilities. Unlike any previous paper in … shocks to the short-run, medium-run, and long-run variance of unemployment as well as to specific historical episodes. We …