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This is an introduction to, and overview of, the asymptotic analysis of economic inference techniques for models which contain integrated processes. It concentrates on explaining the probability foundations of such analysis. It starts with the required probability theory and continues to analyze properties of least squares-based methods in regressions with integrated processes and concludes with an asymptotic analysis of likelihood functions.