misspecified model

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A model that provides an incorrect description of the data. To some extent all models are misspecified. The consequences of using a misspecified model are of particular concern in the analysis of time series, where forecasting will take place and a misspecified model can lead to a highly inaccurate forecast.

Subjects: Probability and Statistics.

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