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Application of some advances in econometrics (in the theory of cointegrated vector autoregressive models) enables us to deal effectively with two problems in rational expectations present value models: nonstationarity of time series and incomplete data on information of market participants. With US data, we find some relatively encouraging new results for the rational expectations theory of the term structure and some puzzling results for the present value model of stock prices.