Type: Working Paper
Factor analysis in a model with rational expectations
Working Paper, NBER Working Paper Series, 2007/13404
BEYER, Andreas, FARMER, Roger E. A., HENRY, Jérôme, MARCELLINO, Massimiliano, Factor analysis in a model with rational expectations, NBER Working Paper Series, 2007/13404 - https://hdl.handle.net/1814/42360
Retrieved from Cadmus, EUI Research Repository
DSGE models are characterized by the presence of expectations as explanatory variables. To use these models for policy evaluation, the econometrician must estimate the parameters of expectation terms. Standard estimation methods have several drawbacks, including possible lack or weakness of identification of the parameters, misspecification of the model due to omitted variables or parameter instability, and the common use of inefficient estimation methods. Several authors have raised concerns over the implications of using inappropriate instruments to achieve identification. In this paper we analyze the practical relevance of these problems and we propose to combine factor analysis for information extraction from large data sets and GMM to estimate the parameters of systems of forward looking equations. Using these techniques, we evaluate the robustness of recent findings on the importance of forward looking components in the equations of a standard New-Keynesian model.
Cadmus permanent link: https://hdl.handle.net/1814/42360
Series/Number: NBER Working Paper Series; 2007/13404
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