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Forecasting economic processes

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UNSPECIFIED (1998) Forecasting economic processes. INTERNATIONAL JOURNAL OF FORECASTING, 14 (1). pp. 111-131. ISSN 0169-2070

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Abstract

When the assumption of constant parameters fails, the in-sample fit of a model may be a poor guide to ex-ante forecast performance. We expound a number of models, methods, and procedures that illustrate the impacts of structural breaks on forecast accuracy, and evaluate ways of improving forecast performance. We argue that a theory of economic forecasting which allows for model mis-specification and structural breaks is feasible, and may provide a useful basis for interpreting and circumventing systematic forecast failure in macroeconomics. The empirical time series of consumers' expenditure, and Monte Carlo simulations, illustrate the analysis. (C) 1998 Elsevier Science B.V.

Item Type: Journal Article
Subjects: H Social Sciences > HC Economic History and Conditions
H Social Sciences > HD Industries. Land use. Labor > HD28 Management. Industrial Management
Journal or Publication Title: INTERNATIONAL JOURNAL OF FORECASTING
Publisher: ELSEVIER SCIENCE BV
ISSN: 0169-2070
Date: March 1998
Volume: 14
Number: 1
Number of Pages: 21
Page Range: pp. 111-131
Publication Status: Published
URI: http://wrap.warwick.ac.uk/id/eprint/15890

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