The objective of this work is to describe the behavior of the economiccycle in Brazil through Markov processes which can jointly model the slopefactor of the yield curve, obtained by the estimation of the Nelson-SiegelDynamic Model by the Kalman filter and a proxy variable for economicperformance… , providing some forecasting measure for economic cycles.