such models, i.e., the models with a single latent common stochastic trend. Indeed, we establish the consistency and … may use to extract the common stochastic trend from multiple integrated time series. As we show in the paper, the models … utility of the state space model by ex- tracting a common stochastic trend in three empirical analyses: interest rates, return …